Enterprise DNA
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Directories by Enterprise DNA

MCP Servers

MCP is the USB-C moment for agents. One protocol, every client, every system. This directory tracks the servers that are production-ready, the ones that need a thin wrapper, and the ones that are still demoware.

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Showing 2598 of 2598 entries

Dev low

06ketan/substack-ops

Various

Standalone Substack CLI + 26-tool MCP server. Your IDE drafts the replies. Zero AI API keys.

★ 0 updated 20d ago
open-source

Best for: Developers who want to manage Substack from their IDE without AI dependencies

Dev low

06ketan/slideshot

Various

Convert HTML slides to high-res PNG, WebP, and PDF — CLI, Web App, MCP Server

★ 1 updated 1mo ago
open-source

Best for: Developers needing to batch convert HTML slide decks to images or PDFs in CI pipelines or local workflows.

Dev low

0xdaef0f/job-searchoor

Various

A simple MCP server that delivers you jobs based on your needs

★ 64 updated 1y ago
open-source

Best for: Developers who want to add job search functionality to MCP-enabled AI tools

Dev low

0x1abin/matter-controller-mcp

Various

An MCP server for Matter Controller, enabling AI agents to control and interact with Matter devices.

★ 8 updated 10mo ago
open-source

Best for: Developers building AI-powered smart home automations

Dev low

0xDegenMo/lighter-mcp

Various

0xDegenMo/lighter-mcp — indexed from awesome-mcp-servers-punkpeye

★ 1 updated 16d ago
open-source

Best for: Developers exploring the Model Context Protocol who want a simple starting point

Dev low

0xMassi/webclaw

Various

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

★ 1,269 updated 13d ago
open-source

Best for: Developers needing fast, local web content extraction for LLM pipelines

Dev low

0xshellming/mcp-summarizer

Various

MCP Server for AI Summarization

★ 161 updated 1y ago
open-source

Best for: Developers who need a straightforward MCP server for text summarization in their AI toolchains

Dev low

1000ri-jp/atsurae

Various

MCP Server for AI-powered video editing — Let Claude, GPT, or any AI agent edit videos through natural language

★ 1 updated 3mo ago
open-source

Best for: Developers prototyping AI-assisted video editing workflows

Dev low

123Ergo/unphurl-mcp

Various

Domain intelligence MCP server for Claude Code, Cursor, and AI agents

★ 0 updated 1mo ago
open-source

Best for: Developers using Claude Code or Cursor who need quick domain metadata lookups without leaving their AI assistant.

Dev low

13bm/GhidraMCP

Various

Active Socket based MCP Server for Ghidra

★ 119 updated 30d ago
open-source

Best for: Reverse engineers and security researchers using Ghidra who want to augment their workflow with AI agents.

Dev low

1luvc0d3/metabase-mcp

Various

MCP server connecting Claude to Metabase for natural language data analysis, dashboard management, and SQL queries

★ 3 updated 1mo ago
open-source

Best for: Developers who want to query and manage Metabase through natural language conversations with Claude.

Dev low

1mcp/agent

Various

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

★ 447 updated 12d ago
open-source

Best for: Developers building MCP-based agents or tools that need to interact with multiple MCP servers

Dev low

20alexl/claude-engram

Various

Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via hooks. Mines your full session history for patterns, predictio

★ 15 updated 15d ago
open-source

Best for: Developers who want persistent context and history search for AI coding assistants

Dev low

21st-dev/Magic-MCP

Various

It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic

★ 4,966 updated 3mo ago
open-source

Best for: Developers using AI-assisted editors who want to accelerate frontend prototyping and iteration

Dev low

2niuhe/plantuml_web

Various

Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer

★ 15 updated 9mo ago
open-source

Best for: Developers who need a simple local server to preview and export PlantUML diagrams

Dev low

2niuhe/qrcode_mcp

Various

mcp tool to generate qrcode

★ 11 updated 11mo ago
open-source

Best for: Developers who need a straightforward QR code generator for MCP-based applications or AI assistants

Dev low

34892002/bilibili-mcp-js

Various

Bilibili video search MCP (Model Context Protocol) service - 哔哩哔哩视频搜索MCP服务

★ 171 updated 2mo ago
open-source

Best for: Developers building AI agents or chatbots that need to search Chinese video content from Bilibili

Dev low

3aKHP/prts-mcp

Various

MCP Server for Arknights PRTS Wiki and local game data

★ 2 updated 16d ago
open-source

Best for: Arknights players and developers building AI-assisted tools for game data retrieval

Dev low

3KniGHtcZ/codebeamer-mcp

Various

3KniGHtcZ/codebeamer-mcp — indexed from awesome-mcp-servers-punkpeye

★ 6 updated 16d ago
open-source

Best for: Developers and QA engineers using codeBeamer who want AI-assisted access to their ALM data

Dev low

4dmrkey/cryptopolitan-mcp

Various

Cryptopolitan MCP Server — Real-time crypto news, analysis, and price predictions for AI agents via Model Context Protocol

★ 3 updated 2mo ago
open-source

Best for: Developers building AI agents that need real-time crypto news and analysis

Dev low

4everland/4everland-hosting-mcp

Various

🎖️ 📇 🏠 🍎 🐧 - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and A

★ 4 updated 11mo ago
open-source

Best for: Developers building AI agent workflows that need to deploy static content to decentralized storage

Dev low

6figr-com/jobgpt-mcp-server

Various

MCP server for JobGPT — search jobs, auto-apply, generate resumes, and track applications from Claude, Cursor, Windsurf, and any MCP client

★ 8 updated 2mo ago
open-source

Best for: Developers who want to automate job hunting through AI assistants

Dev low

82ch/MCP-Dandan

Various

MCP Security Solution for Agentic AI — real-time proxying, behavior analysis, and malicious tool detection

★ 63 updated 6mo ago
open-source

Best for: Developers building or deploying MCP servers who need a lightweight security layer for agent interactions.

Dev low

8b-is/smart-tree

Various

Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership

★ 249 updated 16d ago
open-source

Best for: Developers who want an all-in-one, context-aware command-line tool with AI-assisted code understanding

Dev low

8enSmith/mcp-open-library

Various

A Model Context Protocol (MCP) server for the Internet Archive's Open Library API that enables AI assistants to search for book and author information.

★ 74 updated 1mo ago
open-source

Best for: Developers building AI assistants that need quick access to book and author metadata

Dev low

8randonpickart5/alderpost-mcp

Various

8randonpickart5/alderpost-mcp — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 1mo ago
open-source

Best for: Developers exploring MCP server implementations in JavaScript

Dev low

98lukehall/renoun-mcp

Various

Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence patterns across 17 channels without analyzing content. MCP server + REST

★ 1 updated 2mo ago
open-source

Best for: Developers building multi-agent systems who need structural conversation monitoring without content inspection.

Dev low

a-25/ios-mcp-code-quality-server

Various

This server enables AI assistants to run Xcode tests, perform linter analysis, and provide detailed feedback on iOS projects through structured, actionable reports.

★ 7 updated 8mo ago
open-source

Best for: iOS developers who want AI-assisted code quality checks and test automation

Dev low

a2cr/a2cr

Various

MCP server for client-encrypted AI agent handoffs with WorkBaton and WorkStash

★ 0 updated 12d ago
open-source

Best for: Developers building multi-agent systems that need encrypted context handoffs

Dev low

aaronjmars/web3-research-mcp

Various

Deep Research for crypto - free & fully local

★ 157 updated 12d ago
open-source

Best for: Developers who need private, cost-free crypto research integrated with AI assistants

Dev low

AaronVick/ECHO_RIFT_MCP

Various

📇 ☁️ - MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter). Makes EchoRift's agent infrastructure callable as MCP tools so any MCP clien

open-source

Best for: Developers building agent systems on EchoRift who want to leverage MCP client tools

Dev low

aarsiv-groups/shipi-mcp-server

Various

📇 ☁️ - Shipi MCP server to create shipments, track packages, and compare rates with 18 tools for various carriers. Supports [remote MCP](https://mcp.myshipi.com/api/mcp).

★ 0 updated 3mo ago
open-source

Best for: Developers building MCP-based shipping automation workflows

Dev low

Aas-ee/open-webSearch

Various

Multi-engine MCP server, CLI, and local daemon for agent web search and content retrieval — skill-guided workflows, no API keys.

★ 1,338 updated 28d ago
open-source

Best for: Developers building autonomous agents that need flexible, API-key-free web search integration

Dev low

aashari/mcp-server-aws-sso

Various

Node.js/TypeScript MCP server for AWS Single Sign-On (SSO). Enables AI systems (LLMs) with tools to initiate SSO login (device auth flow), list accounts/roles, and securely execute

★ 13 updated 3mo ago
open-source

Best for: Developers integrating AI agents with AWS SSO-secured environments

Dev low

aashari/mcp-server-atlassian-bitbucket

Various

Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search)

★ 150 updated 3mo ago
open-source

Best for: Teams using Bitbucket who want AI assistants to interact with their repositories and pull requests.

Dev low

AbdelStark/bitcoin-mcp

Various

Bitcoin & Lightning Network MCP Server.

★ 74 updated 10mo ago
open-source

Best for: Developers building AI agents that need direct, programmatic access to Bitcoin and Lightning Network functionality.

Dev low

AbdelStark/nostr-mcp

Various

A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.

★ 37 updated 1y ago
open-source

Best for: Developers needing a simple MCP interface for Nostr note posting

Dev low

abhiemj/manim-mcp-server

Various

🐍 🏠 🪟 🐧 - A local MCP server that generates animations using Manim.

★ 597 updated 1y ago
open-source

Best for: Developers and educators who want to generate Manim animations through AI assistants

Dev low

Abhigyan-Shekhar/Waggle-mcp

Various

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

★ 12 updated 12d ago
open-source

Best for: Developers experimenting with persistent memory for AI agents in Python

Dev low

abhineet34/linkedin-mcp-server

Various

MCP server for LinkedIn — create posts, upload images, and manage company pages via Claude or any MCP client.

★ 0 updated 25d ago
open-source

Best for: Developers who want to automate LinkedIn content from AI assistants or MCP-compatible tools.

Dev low

abhiphile/fermat-mcp

Various

🚀 Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers.

★ 16 updated 8mo ago
open-source

Best for: Developers and researchers who want to give AI agents direct access to symbolic math, numerical computing, and plotting.

Dev low

ABMeter

ai.abmeter

Feature flagging and A/B testing platform with AI-first experimentation workflows.

open-source

Best for: Developers who want a free, self-hosted way to automate A/B testing decisions.

Dev low

abrinsmead/mindpilot-mcp

Various

See through your agent's eyes. Visualize legacy code, architect new systems, understand everything.

★ 88 updated 6mo ago
open-source

Best for: Developers building or maintaining AI agents who need to understand and debug their reasoning process

Dev low

ac3xx/mcp-servers-kagi

Various

A Model Context Protocol server implementation for Kagi's API

★ 44 updated 1y ago
open-source

Best for: Developers building MCP-based tools who want to use Kagi as their search backend

Dev low

Acacian/aegis

Various

LLM guardrails & prompt injection detection for Python. Auto-instruments LangChain, CrewAI, OpenAI, LiteLLM + 8 more frameworks. PII masking, toxicity detection, policy CI/CD. One

★ 9 updated 1mo ago
open-source

Best for: Python developers who need to add basic safety controls to existing LLM applications quickly

Dev low

acamolese/google-search-console-mcp

Various

MCP (Model Context Protocol) server for Google Search Console. Query GSC performance data and generate brandable HTML SEO audit reports from Claude, Cursor, Zed, and any MCP client

★ 3 updated 1mo ago
open-source

Best for: Developers and SEOs who want to query Google Search Console data directly from AI coding assistants.

Dev low

AceDataCloud/MCPFlux

Various

MCP server for Flux AI image generation and editing via Ace Data Cloud.

★ 0 updated 13d ago
open-source

Best for: Developers building AI agents that require on-demand image generation and editing via MCP

Dev low

AceDataCloud/MCPNanoBanana

Various

MCP server for Nano Banana AI image generation and editing via Ace Data Cloud.

★ 6 updated 13d ago
open-source

Best for: Developers who need to add Nano Banana AI image generation and editing capabilities to MCP-enabled environments

Dev low

AceDataCloud/MCPSeedream

Various

MCP server for ByteDance Seedream image generation and editing via Ace Data Cloud.

★ 0 updated 13d ago
open-source

Best for: Developers building MCP-compatible tools who need image generation and editing via Seedream models.

Dev low

AceDataCloud/MCPShortURL

Various

MCP server for short URL creation and management through Ace Data Cloud.

★ 0 updated 13d ago
open-source

Best for: Developers who need a quick, MCP-compatible URL shortener for AI agent or assistant workflows.

Dev low

achiya-automation/safari-mcp

Various

Native Safari browser automation for AI agents. 80 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with

★ 102 updated 16d ago
open-source

Best for: macOS developers building AI agents that need efficient, low-resource Safari automation

Dev low

adancurusul/embedded-debugger-mcp

Various

A Model Context Protocol server for embedded debugging with probe-rs - supports ARM Cortex-M, RISC-V debugging via J-Link, ST-Link, and more

★ 99 updated 10mo ago
open-source

Best for: Developers integrating LLMs into embedded debugging workflows

Dev low

AdAdvisor MCP Server

ai.adadvisor

An AI autopilot for all your paid advertising. Today Meta. Next Google, TikTok, and Snap.

open-source

Best for: Developers building AI agents that need to programmatically manage Meta advertising campaigns

Dev low

adancurusul/serial-mcp-server

Various

A comprehensive MCP server for serial port communication

★ 54 updated 10mo ago
open-source

Best for: Developers integrating serial hardware with MCP-based AI tools

Dev low

adawalli/nexus

Various

MCP Server to make searching openrouter easy

★ 21 updated 3mo ago
open-source

Best for: Developers using MCP who need to search and list OpenRouter models.

Dev low

adeptus-innovatio/solvitor-mcp

Various

🦀 🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.

★ 2 updated 8mo ago
open-source

Best for: Developers needing to reverse engineer closed-source Solana smart contracts

Dev low

adeu

ai.adeu

docx ↔ LLM translator. Projects .docx to Markdown for editing. Projects edits back to OOXML as tracked changes. Python and Node.js implementations.

★ 86 updated 12d ago
open-source

Best for: Developers needing to programmatically edit Word documents via LLMs while maintaining change tracking

Dev low

adhikasp/mcp-git-ingest

Various

A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

★ 308 updated 1y ago
open-source

Best for: Developers building MCP-enabled AI agents that need to understand GitHub codebases

Dev low

adhikasp/mcp-twikit

Various

A Model Context Protocol (MCP) server for interacting with Twitter.

★ 234 updated 1y ago
open-source

Best for: Developers building AI agents that need basic Twitter read/write access without official API approval

Dev low

Adityaaery20/media-mcp

Various

🐍 🏠 🍎 🪟 🐧 - Local image and video processing MCP server with 13 tools for resize, convert, compress, crop, thumbnail, metadata extraction, rotate, flip, filters, and ffmpeg-ba

★ 3 updated 2mo ago
open-source

Best for: Developers building local AI agent pipelines that need basic image and video manipulation

Dev low

admica/FileScopeMCP

Various

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codeba

★ 292 updated 1mo ago
open-source

Best for: Developers working with supported languages who want to give AI tools a structured understanding of their codebase

Dev low

admin978/canvas-mcp

Various

Local-first Canvas LMS MCP server. Stdio transport, ~125 lines of Python.

★ 1 updated 17d ago
open-source

Best for: Developers prototyping Canvas LMS integrations with the MCP protocol

Dev low

adrianczuczka/mason

Various

Mason builds context for LLMs — smart file sampling, concept maps, and change impact analysis. MCP server + CLI.

★ 6 updated 13d ago
open-source

Best for: Developers who want to feed structured codebase context into LLM code assistants

Dev low

AdsMCP/tiktok-ads-mcp-server

Various

TikTok Ads MCP Server – Model Context Protocol Server for TikTok Ads Marketing API Integration

★ 33 updated 7mo ago
open-source

Best for: Developers building AI-assisted advertising tools or chatbots for TikTok Ads management

Dev low

AdWeave — Meta Ads MCP Server

ai.adweave

Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insights.

open-source

Best for: Developers and teams building automated ad workflows or AI agents for Meta Ads management.

Dev low

aegis-dq/aegis-dq

Various

Open, audit-grade agentic data quality framework with portable industry packs

★ 3 updated 17d ago
open-source

Best for: Data engineers and compliance teams needing audit-ready, domain-specific data quality checks

Dev low

aeoess/mingle-mcp

Various

Your AI finds the right people for you. Agent-to-agent networking via MCP.

★ 2 updated 1mo ago
open-source

Best for: Developers experimenting with agent-to-agent communication in MCP environments

Dev low

afshinator/mcp-server-pexels

Various

MCP server for Pexels stock photos and videos.

★ 1 updated 17d ago
open-source

Best for: Developers building MCP-enabled AI agents that need simple stock photo and video retrieval

Dev low

Aganium/agenium

Various

AGENIUM — DNS of the Agent Web. Identity, trust & discovery for AI agents. MCP-compatible. agent:// protocol with mTLS, trust scores & capability search.

★ 2 updated 3mo ago
open-source

Best for: Developers building multi-agent systems that need a standardized way to discover and trust other agents

Dev low

agent-blueprint/mcp-server

Various

MCP server for Agent Blueprint — connect AI agents to your blueprints, business cases, and implementation plans

★ 1 updated 12d ago
open-source

Best for: Developers building AI agents that need structured business context from Agent Blueprint

Dev low

agent-hanju/char-index-mcp

Various

A Model Context Protocol server for character-level index-based string manipulation

★ 2 updated 2mo ago
open-source

Best for: Developers building MCP-based tools that require exact character-level text processing in AI agent workflows

Dev low

agent-infra/mcp-server-browser

Various

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

★ 35,863 updated 26d ago
open-source

Best for: Developers building AI agents that need reliable, protocol-standardized web automation capabilities

Dev low

AgentBase1/mcp-server

Various

AgentBase MCP server — search and retrieve agent instruction files via MCP tools

★ 0 updated 2mo ago
open-source

Best for: Developers building MCP‑based agent systems that need to search and retrieve agent instruction files.

Dev low

agentcentral-to/agent-central-mcp

Various

agentcentral hosted Amazon MCP server, Amazon Seller Central MCP server, and Amazon Ads MCP server metadata for Claude, ChatGPT, Cursor, and HTTP-capable MCP clients

★ 3 updated 12d ago
open-source

Best for: Amazon sellers and advertisers who use AI assistants for data analysis and task automation

Dev low

AgentDM: Agent to Agent Communication Platform

ai.agentdm

Agent communication platform for agent to agent messaging via MCP. Messages, channels, skills.

open-source

Best for: Developers building multi-agent systems that need structured, protocol-based inter-agent communication.

Dev low

AgentDM

ai.agentdm

AgentDM Grid API endpoint. Connect any MCP-compatible AI agent to send and receive direct messages. Supports OAuth 2.0 and API key authentication.

open-source

Best for: Developers building multi-agent systems with MCP who need secure direct messaging between agents.

Dev low

agentgraph-co/agentgraph

Various

AgentGraph: Trust and identity layer for the agent internet

★ 1 updated 12d ago
open-source

Best for: Developers building multi-agent systems that need identity verification and access control

Dev low

AgentHotspot

Various

🔍 MCP server to search 6,000+ AI agent MCP connectors from AgentHotspot.com Marketplace

★ 2 updated 4mo ago
open-source

Best for: Developers building AI agents who want programmatic access to a directory of MCP connectors

Dev low

agentic-mcp-tools/owlex

Various

🐍 🏠 🍎 🪟 🐧 - AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds

★ 121 updated 3mo ago
open-source

Best for: Developers who want to leverage multiple coding agents in parallel for comparison or consensus-driven results

Dev low

Agentic News

ai.agentic-news

AI-powered news intelligence — 21 tools for personalized monitoring, briefings, and semantic search

open-source

Best for: Developers and researchers who want an open-source, customizable news intelligence pipeline.

Dev low

Agentic Shelf

ai.agenticshelf

Hosted MCP for e-commerce: live product catalog, stock, and pricing for AI agents.

open-source

Best for: Developers building AI agents that need live e-commerce data

Dev low

agenticdecks/deckrun-mcp

Various

MCP server for Deckrun — generate presentation PDFs, videos, and audio from Markdown

★ 1 updated 1mo ago
open-source

Best for: Developers who want to generate multimedia presentations programmatically through MCP-enabled AI tools

Dev low

agenticempire/axint

Various

Apple-native execution layer for AI coding agents: compile, validate, repair, and prove Swift surfaces.

★ 8 updated 12d ago
open-source

Best for: Developers building AI coding agents that target Apple platforms and need Swift compilation and repair.

Dev low

Agentic Terminal Directory

ai.agenticterminal

Agent commerce directory for OP-verified Lightning, BOLT12, L402, and USDT merchants

★ 0 updated 23d ago
open-source

Best for: Developers building agent commerce systems needing a verified merchant directory for Lightning and USDT payments.

Dev low

agenticmail/agenticmail

Various

Email, SMS & phone-call infrastructure for AI agents — send and receive real email and text messages, and place agent-driven outbound voice calls, all programmatically

★ 135 updated 12d ago
open-source

Best for: Developers building AI agents that need to communicate via email, SMS, or voice calls

Dev low

AgenticRevolution/memory-nexus-cloud

Various

📇 ☁️ - Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowledge graphs, specialist expertise hats, and multi-tenant isolation. Free 7-day trial.

open-source

Best for: AI agent developers needing scalable, persistent semantic memory with multi-tenant isolation

Dev low

Agentled/mcp-server

Various

The automation engine built for AI agents. Workflows, memory, and 100+ integrations — one API key.

★ 2 updated 13d ago
open-source

Best for: Developers prototyping AI agent workflows with many integrations

Dev low

agentlux/agentlux-mcp

Various

Embedded MCP toolkit for AgentLux marketplace, identity, creator, services, and social flows

★ 0 updated 22d ago
open-source

Best for: Developers building AI agents within the AgentLux marketplace ecosystem

Dev low

agentmail-toolkit/mcp

Various

🐍 💬 - An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents.

★ 74 updated 24d ago
open-source

Best for: Developers building AI agents that require programmatic email send/receive functionality

Dev low

AgentModule/mcp

Various

Agent Module MCP Server — deterministic knowledge retrieval for autonomous agents

★ 1 updated 2mo ago
open-source

Best for: Developers needing predictable knowledge retrieval for autonomous agents

Dev low

agentra

ai.agentrapay

Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.

open-source

Best for: Developers building autonomous agent ecosystems that need identity and trust verification

Dev low

AgentTrust — Identity & Trust for A2A Agents

ai.agenttrust

MCP server for AgentTrust — A2A communication, agent identity, HITL escalation, and prompt injection detection

★ 1 updated 2mo ago
open-source

Best for: Developers building multi-agent systems that need built-in identity, escalation, or prompt injection defenses

Dev low

agentward-ai/agentward

Various

Open-source permission control plane for AI agents. Scan, enforce, and audit every tool call.

★ 18 updated 1mo ago
open-source

Best for: Teams that need to enforce and audit permissions in agentic workflows

Dev low

AgiMaulana/HuaweiAppGalleryMcp

Various

AgiMaulana/HuaweiAppGalleryMcp — indexed from awesome-mcp-servers-punkpeye

★ 2 updated 1mo ago
open-source

Best for: Developers needing to automate Huawei AppGallery tasks via MCP who can tolerate low community support.

Dev low

agntor/mcp

Various

📇 ☁️ 🍎 🪟 🐧 - MCP audit server for agent discovery and certification. Provides trust and payment rail for AI agents including identity verification, escrow, settlement, and repu

★ 0 updated 3mo ago
open-source

Best for: Developers building agent networks that need identity verification and payment rails

Dev low

agrath/Trello-Desktop-MCP

Various

Trello integration for Claude Desktop via Model Context Protocol (MCP) - 19 tools for comprehensive board, card, and list management

★ 1 updated 19d ago
open-source

Best for: Developers using Claude Desktop who want to manage Trello projects through conversational commands

Dev low

Agnuxo1/benchclaw-integrations

Various

BenchClaw adapters for LangChain, LlamaIndex, CrewAI, Ollama Open WebUI, LobeChat, n8n, Dify, Continue.dev and more. Lets any agent framework submit to the P2PCLAW leaderboard.

★ 2 updated 1mo ago
open-source

Best for: Developers who want to prototype and compare multiple agent frameworks against a shared benchmark

Dev low

ahmetsbilgin/finbrain-mcp

Various

FinBrain MCP server: expose FinBrain datasets to AI agents (Claude, VSCode etc.) via SDK-first tools. Runs locally with each user's own FinBrain API key.

★ 8 updated 2mo ago
open-source

Best for: Developers who want to query FinBrain financial datasets from AI agents like Claude or VSCode

Dev low

ahnlabio/bicscan-mcp

Various

BICScan MCP Server

★ 16 updated 3mo ago
open-source

Best for: Developers who need to bridge BICScan with AI agents via the Model Context Protocol

Dev low

ahujasid/blender-mcp

Various

🐍 - MCP server for working with Blender

★ 22,223 updated 4mo ago
open-source

Best for: Developers building AI agents that need to generate or modify 3D content in Blender programmatically

Dev low

AI-by-design/primitiv

Various

The design system infrastructure keeping teams and agents in sync.

★ 16 updated 18d ago
open-source

Best for: Small teams or experimental projects wanting to enforce design consistency through code, especially those exploring AI-assisted development.

Dev low

AiAgentKarl/solana-mcp-server

Various

MCP-Server für Solana-Blockchain-Daten — Wallets, Token-Preise, DeFi-Yields, Sicherheitschecks

★ 0 updated 2mo ago
open-source

Best for: Developers building AI agents that need to query Solana blockchain data through MCP

Dev low

AIDataNordic/alexandria-mcp

Various

Semantic search over 4.6 million text chunks from 20,000 classical philosophy and humanities works. Built for AI agents using FastMCP.

★ 0 updated 16d ago
open-source

Best for: Developers building AI agents that need to query classical philosophy and humanities texts

Dev low

AIDataNordic/Food-Recipe-MCP

Various

A production-grade semantic search server for food recipes — built for AI agents using the Model Context Protocol (MCP). Search across 50,000+ recipes with hybrid dense + sparse re

★ 0 updated 24d ago
open-source

Best for: Developers building food-related AI assistants or agents using MCP

Dev low

AIDC-AI/Pixelle-MCP

Various

An Open-Source Multimodal AIGC Solution based on ComfyUI + MCP + LLM https://pixelle.ai

★ 1,032 updated 5mo ago
open-source

Best for: Developers building custom multimodal AIGC pipelines who want to combine ComfyUI with LLMs.

Dev low

aidemd-mcp/server

Various

MCP server that teaches any AI agent the AIDE spec methodology — progressive disclosure specs alongside code

★ 2 updated 22d ago
open-source

Best for: Developers building AI-assisted coding workflows that follow the AIDE progressive disclosure spec methodology

Dev low

aidesignblueprint/integrations

Various

Official integrations and installable doctrine for AI Design Blueprint — MCP, IDE rules, prompt files, and agent runtimes.

★ 2 updated 16d ago
open-source

Best for: Developers building on AI Design Blueprint who need pre-built integration components

Dev low

aikts/yandex-tracker-mcp

Various

Yandex Tracker MCP Server with OAuth2 support

★ 81 updated 21d ago
open-source

Best for: Developers building AI integrations with Yandex Tracker

Dev low

ailenshen/apple-notes-mcp

Various

Read and write Apple Notes, with Apple Notes native formatting support

★ 7 updated 1mo ago
open-source

Best for: Developers building macOS-native AI integrations that need to read or write Apple Notes

Dev low

AIM-Intelligence/AIM-Guard-MCP

Various

AIM MCP Server :: Guard and Protect your MCPs & AI Chatting

★ 20 updated 8mo ago
open-source

Best for: Developers building MCP-based AI systems that require basic content safety guards

Dev low

AIMLPM/markcrawl

Various

Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site for LLMs and vector stores.

★ 2 updated 27d ago
open-source

Best for: Developers who need a lightweight Markdown crawler for small to medium-scale RAG ingestion

Dev low

airblackbox/air-blackbox-mcp

Various

MCP server for AIR Blackbox. Expose audit, replay, scan, and compliance tools to any MCP-compatible agent or IDE.

★ 1 updated 1mo ago
open-source

Best for: Developers building AI-integrated security or compliance workflows in Python-based environments

Dev low

aitytech/agentkits-memory

Various

Persistent memory system for AI coding assistants via MCP. Works with Claude Code, Cursor, Copilot, Windsurf, Cline.

★ 61 updated 3mo ago
open-source

Best for: Developers using multiple AI coding assistants who need persistent session memory

Dev low

Aiven-Open/mcp-aiven

Various

Model Context Protocol server for Aiven

★ 19 updated 12d ago
open-source

Best for: Developers using Aiven who want to manage cloud services through AI agents

Dev low

AIweather-Anurag/ottasia-mcp-server

Various

OTTASIA MCP server — answer "where can I watch X in Y" for 30 Asian and Middle Eastern streaming markets, callable from Claude Desktop.

★ 0 updated 19d ago
open-source

Best for: Developers building streaming information tools for Asian and Middle Eastern markets

Dev low

ajitpratap0/GoSQLX

Various

High-performance SQL parser, formatter, linter & security scanner for Go - 1.5M+ ops/sec, multi-dialect, zero-copy, race-free

★ 97 updated 17d ago
open-source

Best for: Go developers needing a fast, lightweight SQL parser and security scanner

Dev low

akramIOT/MCP_AI_SOC_Sher

Various

AI SOC Security Threat analysis using MCP Server

★ 9 updated 1y ago
open-source

Best for: Developers building MCP-integrated security tools for SOC environments

Dev low

akseyh/bear-mcp-server

Various

MCP Server integration for Bear note app

★ 44 updated 1y ago
open-source

Best for: Developers who use Bear for notes and want AI assistants to interact with them

Dev low

aktsmm/skill-ninja-mcp-server

Various

MCP Server for Agent Skill Ninja - Search, Install, and Manage Agent Skills

★ 11 updated 24d ago
open-source

Best for: Developers building MCP-compatible agents that need programmatic control over Agent Skill Ninja skills

Dev low

alanpcf/brasil-data-mcp

Various

MCP server providing access to Brazilian public data (CNPJ, CEP, banks, holidays) via BrasilAPI. For Claude Desktop, Claude Code, Cursor and other MCP-compatible clients.

★ 3 updated 1mo ago
open-source

Best for: Developers building AI assistants or tools that need to answer queries about Brazilian companies, addresses, or holidays

Dev low

alberthild/shieldapi-mcp

Various

MCP server for ShieldAPI — URL scanning, breach detection, domain/IP reputation as AI agent tools. Pay-per-request via x402.

★ 0 updated 3mo ago
open-source

Best for: Developers building AI agents that need on-demand threat intelligence without a subscription.

Dev low

albertnahas/icogenie-mcp

Various

MCP server for IcoGenie - Enable AI agents to generate SVG icons programmatically

★ 4 updated 3mo ago
open-source

Best for: Developers building AI agents that need to generate SVG icons on the fly

Dev low

alchemy/alchemy-mcp-server

Various

Alchemy's official MCP Server. Allow AI agents to interact with Alchemy's blockchain APIs.

★ 86 updated 1mo ago
open-source

Best for: Developers building AI agents that need to query or write to blockchain networks using natural language

Dev low

alcylu/nightlife-mcp

Various

The first nightlife discovery MCP server. Search events, venues, and performers in Tokyo and beyond.

★ 1 updated 1mo ago
open-source

Best for: Developers building AI agents that need nightlife information for Tokyo

Dev low

AlekseiMarchenko/central-intelligence

Various

Persistent memory for AI agents. Agents forget. CI remembers.

★ 1 updated 1mo ago
open-source

Best for: Developers needing a basic, open-source persistent memory layer for AI agents without heavy dependencies

Dev low

AletaIndex/aletaindex-fin-narratives

Various

Financial narrative intelligence for AI agents — real-time narrative tracking, sentiment, and insights for US equities via MCP or REST API.

★ 1 updated 15d ago
open-source

Best for: Developers building AI agents that need real-time narrative intelligence for US equity markets

Dev low

alex-gon/thegamecrafter-mcp-server

Various

MCP server for The Game Crafter API — design, manage, and price tabletop games through Claude

★ 0 updated 2mo ago
open-source

Best for: Tabletop game designers who want to prototype and manage games using Claude

Dev low

alexanderclapp/clirank-mcp-server

Various

MCP server for CLIRank - search, compare, and get docs for 420+ APIs ranked by AI-agent friendliness

★ 0 updated 29d ago
open-source

Best for: Developers building AI agents who need a quick way to find and evaluate APIs that work well with automated agents

Dev low

AlexanderLawson17/revettr-python

Various

Python client SDK for Revettr counterparty risk scoring API

★ 1 updated 2mo ago
open-source

Best for: Python developers needing to integrate Revettr counterparty risk scoring into their applications.

Dev low

alexanderzuev/supabase-mcp-server

Various

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and mu

★ 825 updated 1mo ago
open-source

Best for: Developers who want to manage Supabase projects and databases through conversational interfaces

Dev low

alexbakers/mcp-ipfs

Various

🪐 MCP IPFS Server

★ 17 updated 1y ago
open-source

Best for: Developers building AI agents that need decentralized file storage via IPFS

Dev low

alexei-led/aws-mcp-server

Various

A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, a

★ 182 updated 3mo ago
open-source

Best for: Developers who want to control AWS infrastructure from AI assistants like Claude or Cursor

Dev low

alexey-pelykh/lhremote

Various

CLI and MCP server for LinkedHelper automation — let AI assistants control LinkedIn outreach

★ 7 updated 15d ago
open-source

Best for: Developers building AI agents that need to automate LinkedIn outreach

Dev low

alexfleetcommander/agent-trust-stack-mcp

Various

MCP server for Agent Trust Stack — cryptographic provenance and reputation scoring for autonomous AI agents. Install: pip install agent-trust-stack-mcp

★ 0 updated 1mo ago
open-source

Best for: Developers building multi-agent systems that require cryptographic trust and reputation tracking

Dev low

alexpota/cloudscope-mcp

Various

Multi-cloud cost management MCP server (Azure + GCP). Read-only access to spending, anomalies, forecasts, budgets, and guided FinOps workflows. Ask your AI about your cloud bill.

★ 0 updated 12d ago
open-source

Best for: Developers who want AI-assisted read-only cost monitoring across Azure and GCP

Dev low

alfonsograziano/node-code-sandbox-mcp

Various

A Node.js–based Model Context Protocol server that spins up disposable Docker containers to execute arbitrary JavaScript.

★ 153 updated 6mo ago
open-source

Best for: Developers building AI-powered code execution or sandboxing tools that need a lightweight, containerized JavaScript runtime

Dev low

aliafsahnoudeh/shahnameh-mcp-server

Various

ام سی پی سرور برای شاهنامه

★ 3 updated 9mo ago
open-source

Best for: Developers working with Persian literature or building AI applications that need to reference the Shahnameh

Dev low

aliafsahnoudeh/wildfire-mcp-server

Various

🐍 ☁️ 🍎 🪟 🐧 - MCP server for detecting, monitoring, and analyzing potential wildfires globally using multiple data sources including NASA FIRMS, OpenWeatherMap, and Google Earth

★ 0 updated 5mo ago
open-source

Best for: Developers building wildfire monitoring or alerting systems

Dev low

alibaizhanov/mengram

Various

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw i

★ 172 updated 12d ago
open-source

Best for: Developers building memory-enhanced AI agents who want a free, multi-memory solution with framework integrations

Dev low

AliceLJY/recallnest

Various

One memory, three terminals. Shared memory layer for Claude Code, Codex, and Gemini CLI — hybrid retrieval (vector + BM25 + KG), session continuity, 41 MCP tools. Local-first, Lanc

★ 14 updated 13d ago
open-source

Best for: Developers using multiple AI CLI tools who need a unified, local memory layer for session continuity

Dev low

AliKarami/MikroMCP

Various

Production-grade MCP server for MikroTik RouterOS with secure AI-native network automation.

★ 28 updated 14d ago
open-source

Best for: Network engineers and administrators using MikroTik hardware who want to automate management with AI agents

Dev low

alilxxey/openobserve-community-mcp

Various

alilxxey/openobserve-community-mcp — indexed from awesome-mcp-servers-punkpeye

★ 10 updated 2mo ago
open-source

Best for: Developers using OpenObserve who want AI-assisted observability via MCP

Dev low

alimo7amed93/webhook-tester-mcp

Various

FastMCP server for managing and testing webhooks via webhook-test.com API

★ 8 updated 1y ago
open-source

Best for: Developers who need to quickly test webhook callbacks from within an MCP-compatible IDE or agent

Dev low

alimuratkuslu/byok-observability-mcp

Various

alimuratkuslu/byok-observability-mcp — indexed from awesome-mcp-servers-punkpeye

★ 2 updated 2mo ago
open-source

Best for: Developers prototyping observability integrations in MCP-based AI tools

Dev low

aliyun/alibaba-cloud-ops-mcp-server

Various

AlibabaCloud CloudOps MCP Server

★ 118 updated 2mo ago
open-source

Best for: Developers building AI agents that need to manage Alibaba Cloud resources programmatically

Dev low

aliyun/alibabacloud-tablestore-mcp-server

Various

☕ 🐍 ☁️ - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.

★ 156 updated 2mo ago
open-source

Best for: Developers building AI agents with RAG on Alibaba Cloud Tablestore

Dev low

allenporter/mcp-server-home-assistant

Various

A Model Context Protocol Server for Home Assistant

★ 67 updated 1y ago
open-source

Best for: Developers building AI agents or assistants that need to interact with Home Assistant devices and automations.

Dev low

alkemiai/alkemi-mcp

Various

A STDIO Model Context Protocol Server that lets MCP Clients query databases using plain-english questions and query exposed API endpoints abstracting data products.

★ 3 updated 7mo ago
open-source

Best for: Developers building MCP-based applications who need natural language access to databases and data APIs

Dev low

Alog/alog-mcp

Various

Alog MCP Server - AI agent activity logger & monitor for Claude Code, Cursor, and other MCP clients

★ 0 updated 3mo ago
open-source

Best for: Developers using MCP-based AI agents who need activity logging

Dev low

alpadalar/netops-mcp

Various

A comprehensive MCP server that provides access to essential DevOps and networking tools through a standardized interface.

★ 10 updated 2mo ago
open-source

Best for: Developers experimenting with MCP-based automation for networking and DevOps tasks

Dev low

Alpic

ai.alpic.mcp

Alpic: build, deploy, monitor and distribute your ChatGPT Apps and MCP servers

open-source

Best for: Developers building and managing ChatGPT extensions or MCP-compatible services

Dev low

altinoren/utopia

Various

An MCP Server that simulates a set of smart home and lifestyle devices, allowing you to interact with them through AI agents.

★ 10 updated 1y ago
open-source

Best for: Developers testing MCP-based AI agents in a smart home scenario

Dev low

alvii147/piston-mcp

Various

MCP server that allows LLMs to connect to and execute code using Piston

★ 8 updated 3mo ago
open-source

Best for: Developers building LLM tools that need safe code execution

Dev low

Amazon Bedrock Nova Canvas

Various

Model Context Procotol(MCP) server for using Amazon Bedrock Nova Canvas to generate images

★ 24 updated 1y ago
open-source

Best for: JavaScript developers who want to add image generation to their projects using Amazon Bedrock

Dev low

ambar/simctl-mcp

Various

📇 🏠 🍎 A MCP server implementation for iOS Simulator control.

★ 20 updated 9mo ago
open-source

Best for: iOS developers who want to script or automate simulator tasks via MCP-enabled assistants

Dev low

amidabuddha/unichat-mcp-server

Various

🐍/📇 ☁️ - Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required

★ 38 updated 2mo ago
open-source

Best for: Developers building MCP-based applications that need to access multiple AI models

Dev low

amineelkouhen/mcp-cockroachdb

Various

The CockroachDB MCP Server is a natural language interface designed for agentic applications to manage, monitor and query data in CockroachDB.

★ 10 updated 4mo ago
open-source

Best for: Developers building AI agents that need to control and query a CockroachDB database

Dev low

ammawla/encode-toolkit

Various

MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments

★ 35 updated 1mo ago
open-source

Best for: Developers and bioinformaticians who need to query and retrieve ENCODE genomic data through Claude or programmatic interfaces

Dev low

anaisbetts/mcp-installer

Various

An MCP server that installs other MCP servers for you

★ 1,528 updated 1y ago
open-source

Best for: Developers building or using MCP-based systems

Dev low

anaisbetts/mcp-youtube

Various

A Model-Context Protocol Server for YouTube

★ 525 updated 1mo ago
open-source

Best for: Developers building AI agents that need to search or transcribe YouTube content

Dev low

ananddtyagi/gif-creator-mcp

Various

MCP that allows you to take your video and turn it into a gif.

★ 16 updated 1y ago
open-source

Best for: Developers who need a straightforward GIF conversion tool integrated into an MCP pipeline

Dev low

ananddtyagi/webpage-screenshot-mcp

Various

An MCP that gives your agent the ability to snap a screenshot of webpages. Useful when you want your agent to check its progress during development.

★ 56 updated 11mo ago
open-source

Best for: Developers using MCP agents that need visual verification during web development

Dev low

andrealufino/aapl-ads-mcp

Various

MCP server for Apple Search Ads API v5 — read-only, self-hosted

★ 0 updated 1mo ago
open-source

Best for: Developers who need a controlled read-only bridge between Apple Search Ads and MCP-compatible AI frameworks.

Dev low

andreas-roennestad/openhive-mcp

Various

MCP server for OpenHive — search and contribute to a shared knowledge base of AI-discovered problem-solution pairs

★ 4 updated 2mo ago
open-source

Best for: Developers building AI agents that need to store and retrieve structured problem-solution knowledge

Dev low

andreisirbu91-lab/MCPSpend

Various

Real-time cost observability for Model Context Protocol (MCP) tool calls. Wraps any MCP server, attributes spend per tool/project/customer. Free tier 25K calls/mo. EU-hosted

★ 65 updated 15d ago
open-source

Best for: Developers using MCP servers who need to track and allocate costs per tool or client

Dev low

andrewschreiber/desktopinsights-mcp

Various

MCP server for desktopinsights.com

★ 2 updated 2mo ago
open-source

Best for: Developers building AI agents that need website analytics data

Dev low

andybrandt/mcp-simple-arxiv

Various

Tool to work with arXiv, provide LLM with ability to search and read papers from there

★ 196 updated 3mo ago
open-source

Best for: Developers building research-focused AI agents that need direct access to arXiv content

Dev low

andyliszewski/webcrawl-mcp

Various

andyliszewski/webcrawl-mcp — indexed from awesome-mcp-servers-punkpeye

★ 10 updated 29d ago
open-source

Best for: Developers needing a quick MCP-compatible web crawler for prototyping or small-scale data extraction

Dev low

andybrandt/mcp-simple-openai-assistant

Various

MCP server that gives Claude ability to use OpenAI's GPTs assistants

★ 37 updated 9mo ago
open-source

Best for: Developers experimenting with multi-model agent workflows

Dev low

andyWang1688/sql-query-mcp

Various

A general-purpose MCP server that lets AI work with multiple databases within clear boundaries.

★ 4 updated 22d ago
open-source

Best for: Developers needing a simple, controlled way to let AI assistants query multiple databases

Dev low

angheljf/nyt

Various

📇 ☁️ - Search articles using the NYTimes API

★ 18 updated 1y ago
open-source

Best for: Developers needing a minimal JavaScript wrapper for the NYTimes Article Search API

Dev low

anjor/coinmarket-mcp-server

Various

🐍 ☁️ - Coinmarket API integration to fetch cryptocurrency listings and quotes

★ 49 updated 11mo ago
open-source

Best for: Developers building MCP-based agents or assistants that need cryptocurrency price data

Dev low

anki-mcp/anki-mcp-desktop

Various

A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.

★ 297 updated 21d ago
open-source

Best for: Developers building AI study assistants or automated flashcard pipelines

Dev low

ankitmalik84/notion-mcp-server

Various

Sophisticated AI chatbot with long-term memory capabilities, complete Notion workspace integration, and MCP (Model Context Protocol) implementation. Features semantic, episodic, an

★ 4 updated 7mo ago
open-source

Best for: Developers building AI agents that need persistent, Notion-backed memory within the MCP ecosystem

Dev low

antonio-mello-ai/mcp-pfsense

Various

MCP server for managing pfSense firewalls through AI assistants

★ 3 updated 3mo ago
open-source

Best for: Admins and developers automating pfSense firewall management through AI assistants

Dev low

antonio-mello-ai/mcp-proxmox

Various

MCP server for managing Proxmox VE clusters through AI assistants

★ 10 updated 3mo ago
open-source

Best for: Developers and sysadmins who want to manage Proxmox clusters through AI assistants

Dev low

AntonioTF5/soul-mcp-server

Various

MCP server for SOUL.md — validate and generate soul files from Claude Desktop.

★ 1 updated 1mo ago
open-source

Best for: Developers using SOUL.md and Claude Desktop for structured documentation

Dev low

antv/mcp-server-chart

Various

🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

★ 4,123 updated 1mo ago
open-source

Best for: Developers building AI agents that need to output visual charts from data

Dev low

anwerj/youtube-uploader-mcp

Various

Upload/Schedule videos on Youtube with the help of AI

★ 39 updated 4mo ago
open-source

Best for: Developers building AI agents or automation scripts that need to publish videos to YouTube

Dev low

aparajithn/agent-deploy-dashboard-mcp

Various

Unified deployment management MCP server for Vercel, Render, Railway, and Fly.io

★ 1 updated 3mo ago
open-source

Best for: Developers who need a standardized MCP endpoint for managing deployments across these four platforms from AI agents or custom automation

Dev low

aparajithn/agent-scraper-mcp

Various

Web scraping MCP server for AI agents — screenshots, content extraction, structured scraping

★ 4 updated 3mo ago
open-source

Best for: Developers building AI agents that need to extract web data programmatically

Dev low

apecloud/ApeRAG

Various

ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

★ 1,180 updated 1mo ago
open-source

Best for: Teams building scalable, graph-based RAG systems with multi-modal data and agent integration

Dev low

api7/apisix-mcp

Various

APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API.

★ 37 updated 12mo ago
open-source

Best for: Developers already using APISIX who want to experiment with LLM-driven gateway management

Dev low

aparajithn/agent-utils-mcp

Various

aparajithn/agent-utils-mcp — indexed from awesome-mcp-servers-punkpeye

★ 4 updated 3mo ago
open-source

Best for: Builders exploring MCP-based agent architectures who need a simple starting point

Dev low

apiarya/wemo-mcp-server

Various

Control Wemo smart home devices through AI assistants using natural language.

★ 0 updated 1mo ago
open-source

Best for: Developers building AI assistants that need voice or text control of local Wemo home devices

Dev low

apify/actors-mcp-server

Various

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers,

★ 1,295 updated 12d ago
open-source

Best for: Developers building AI agents that need structured web data extraction from many sources

Dev low

apify/mcp-server-rag-web-browser

Various

A MCP Server for the RAG Web Browser Actor

★ 204 updated 25d ago
open-source

Best for: Developers building MCP-compatible AI agents that need web browsing for RAG

Dev low

apinetwork/piapi-mcp-server

Various

A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with PiAPI's API. PiAPI makes user able to generate media content with Midjourney/Flux/Kling/Lu

★ 69 updated 10mo ago
open-source

Best for: Developers building MCP-compatible workflows who need to invoke multiple media generation APIs from a single interface

Dev low

apireno/DOMShell

Various

AgenticShell

★ 41 updated 12d ago
open-source

Best for: Developers who need a simple, scriptable DOM shell for quick automation tasks

Dev low

APOGEOAPI/apogeoapi-mcp

Various

MCP server for ApogeoAPI — geographic data, live exchange rates & IP geolocation

★ 0 updated 1mo ago
open-source

Best for: Developers who need geographic, exchange rate, or IP geolocation data through an MCP interface.

Dev low

AppVisionOS/apple-search-ads-mcp

Various

MCP server exposing the full Apple Ads (Search Ads) Campaign Management API v5 — 74 typed tools

★ 3 updated 1mo ago
open-source

Best for: Developers building MCP-based agents that need to manage Apple Search Ads campaigns programmatically

Dev low

araa47/jupiter-mcp

Various

🐍 ☁️ - Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )

★ 0 updated 10mo ago
open-source

Best for: Developers building autonomous trading agents on Solana

Dev low

aranjan/kite-mcp

Various

MCP server for Zerodha Kite -- trade Indian stocks via any MCP-compatible AI assistant

★ 3 updated 2mo ago
open-source

Best for: Indian retail traders who want to automate stock trading through AI assistants

Dev low

@arbitova/mcp-server

Various

Arbitova — AI-powered trade arbitration platform. Neutral verdict engine for disputed transactions, with MCP server, TypeScript & Python SDKs.

★ 1 updated 1mo ago
open-source

Best for: Developers needing to add dispute resolution capabilities to trading platforms

Dev low

ArcadeData/arcadedb

Various

ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. Arc

★ 909 updated 12d ago
open-source

Best for: Developers who need a flexible multi-model database with vector capabilities and want to avoid managing separate systems

Dev low

arcadia-finance/mcp-server

Various

MCP server for Arcadia Finance. Manage concentrated liquidity positions with built-in leverage, automated rebalancing, and yield optimization on Base, Optimism, and Unichain.

★ 4 updated 1mo ago
open-source

Best for: Developers building automated liquidity management tools on Arcadia Finance

Dev low

ArchAI-Labs/fastmcp-sonarqube-metrics

Various

Chat with your SonarQube data: explore metrics, compare trends, and track issues—effortlessly.

★ 13 updated 2mo ago
open-source

Best for: Developers who want to query SonarQube metrics conversationally without writing API calls

Dev low

areweai/tsgram-mcp

Various

TSGram - Telegram MCP Server for local Claude Code integration - debug and vibe code on the go!

★ 92 updated 11mo ago
open-source

Best for: Developers who want to debug or experiment with code using Claude Code from a mobile device via Telegram

Dev low

ariadng/metatrader-mcp-server

Various

Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform

★ 465 updated 2mo ago
open-source

Best for: Developers embedding LLM agents into MetaTrader trading workflows

Dev low

arian-gogani/nobulex

Various

The trust economy for autonomous AI agents. Credit scores for machines. Agents earn Trust Capital through verified behavior, gating what they are allowed to do. Autonomy earned, no

★ 31 updated 12d ago
open-source

Best for: Developers experimenting with reputation-based agent autonomy

Dev low

ariekogan/ateam-mcp

Various

ADAS MCP Server — build, validate, and deploy multi-agent solutions from any AI environment

★ 0 updated 23d ago
open-source

Best for: Developers building multi-agent systems who want a standardized MCP-based orchestration layer

Dev low

arifur9993/attendance-engine-mcp

Various

MCP server giving AI agents tools for workforce attendance, overtime, overnight shifts & California wage-and-hour compliance.

★ 0 updated 14d ago
open-source

Best for: Developers building AI agents for HR compliance and attendance management in California

Dev low

arikusi/nakkas

Various

MCP server that turns AI into an SVG artist

★ 9 updated 2mo ago
open-source

Best for: Developers building AI-powered design tools or needing automated SVG generation

Dev low

arikusi/deepseek-mcp-server

Various

MCP Server for DeepSeek API - enables MCP clients to use DeepSeek Chat and Reasoner models

★ 12 updated 1mo ago
open-source

Best for: Developers who need to use DeepSeek models within MCP-compatible frameworks

Dev low

arjun1194/insta-mcp

Various

Instagram MCP Server - Provides AI assistants with tools for Instagram analytics, insights, and account management

★ 8 updated 5mo ago
open-source

Best for: Developers building AI assistants that need to interact with Instagram accounts programmatically

Dev low

ark-forge/arkforge-mcp

Various

Third-party cryptographic proof for AI agent API calls — ArkForge Trust Layer MCP server

★ 1 updated 1mo ago
open-source

Best for: Developers building auditable AI agent systems that need cryptographic verification of API calls

Dev low

ark-forge/mcp-eu-ai-act

Various

MCP EU AI Act Compliance Scanner - Open source tool to detect EU AI Act violations in codebases

★ 8 updated 18d ago
open-source

Best for: Developers and compliance teams needing a quick, automated check for EU AI Act violations in Python codebases.

Dev low

ARKALDA/hejdar-mcp

Various

Hejdar MCP Server — runtime policy enforcement for AI agents

★ 0 updated 1mo ago
open-source

Best for: Developers who need runtime guardrails for AI agents using the Model Context Protocol

Dev low

armorwallet/armor-crypto-mcp

Various

The MCP server for interacting with Blockchain, Swaps, Strategic Planning and more.

★ 183 updated 10mo ago
open-source

Best for: Developers building AI agents that need on-chain data and swap execution

Dev low

arnstarn/mcp-server-spotinst

Various

MCP server for Spot.io (Spotinst) API - Ocean clusters, VNGs, Elastigroups, costs, right-sizing across AWS and Azure

★ 0 updated 1mo ago
open-source

Best for: Developers using MCP-based AI assistants to manage Spot.io cloud resources

Dev low

arpitbatra123/mcp-googletasks

Various

This Model Context Protocol (MCP) server provides a bridge between LLMs and Google Tasks, allowing you to manage your task lists and tasks directly through Claude.

★ 42 updated 1mo ago
open-source

Best for: Developers who want to manage Google Tasks through LLM-driven workflows

Dev low

arrismo/kaggle-mcp

Various

MCP server for Kaggle

★ 35 updated 23d ago
open-source

Best for: Developers automating Kaggle data science workflows through AI agents

Dev low

arthurpanhku/Arthor-Agent

Various

MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations

★ 90 updated 16d ago
open-source

Best for: Security teams automating document review and compliance checks

Dev low

arthurpanhku/DocSentinel

Various

MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations

★ 90 updated 16d ago
open-source

Best for: Security teams automating document review workflows

Dev low

arthurpanhku/DragonMCP

Various

DragonMCP is a Model Context Protocol (MCP) server designed for AI Agents to interact with local life services in Greater China (Mainland China, HKSAR) and Asia. DragonMCP 是一个专为 AI

★ 23 updated 2mo ago
open-source

Best for: Developers building AI agents that need to interact with local services in China and Hong Kong

Dev low

artmann/package-registry-mcp

Various

MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.

★ 38 updated 6mo ago
open-source

Best for: Developers using MCP-compatible assistants who need quick package registry lookups

Dev low

arvindand/maven-tools-mcp

Various

MCP server providing AI assistants with Maven Central dependency intelligence for all JVM build tools (Maven, Gradle, SBT, Mill). Features Context7 integration for documentation su

★ 25 updated 19d ago
open-source

Best for: Developers using AI assistants that need real-time Maven Central dependency intelligence for JVM projects.

Dev low

AryanBV/pdf-toolkit-mcp

Various

Write-capable PDF toolkit for any MCP client: 22 tools to read, create, render, encrypt, and transform PDFs. Vision rendering for scans, form-preserving merge and split, AES-256, z

★ 6 updated 14d ago
open-source

Best for: Developers building MCP-based workflows that need comprehensive PDF manipulation

Dev low

ashev87/propstack-mcp

Various

Connect AI assistants (Claude, ChatGPT) to Propstack real estate CRM via MCP

★ 5 updated 3mo ago
open-source

Best for: Real estate professionals using Propstack who want AI assistant integration

Dev low

ashlrai/webfetch

Various

The license-first image layer for AI agents and humans. 24 federated providers · CC0/CC-BY/PD-first · MCP native · Chrome extension · Python + TS SDKs.

★ 2 updated 1mo ago
open-source

Best for: Developers building AI agents or tools that need legally safe image sourcing

Dev low

asif-nvc/e2b-sandbox-mcp

Various

MCP server connecting Claude Code with E2B cloud sandboxes for working on any GitHub repo

★ 1 updated 1mo ago
open-source

Best for: Developers using Claude Code who need isolated sandbox environments for GitHub repos

Dev low

askbudi/roundtable

Various

Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface

★ 114 updated 8mo ago
open-source

Best for: Developers who want a unified interface for multiple AI coding assistants

Dev low

asmith26/jupytercad-mcp

Various

An MCP server for JupyterCAD that allows you to control it using LLMs/natural language.

★ 18 updated 8mo ago
open-source

Best for: Developers exploring LLM-controlled CAD workflows in Jupyter environments

Dev low

astandrik/codex-pets

Various

astandrik/codex-pets — indexed from awesome-mcp-servers-punkpeye

★ 3 updated 13d ago
open-source

Best for: Developers exploring MCP server integrations with a simple pet data example

Dev low

astandrik/local-ydb-toolkit

Various

Unofficial Codex skill and MCP server for operating Docker-based local-ydb deployments.

★ 2 updated 16d ago
open-source

Best for: Developers who need quick, editor-integrated management of local YDB databases in Docker.

Dev low

@asterpay/mcp-server

Various

@asterpay/mcp-server — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers needing to add Asterpay payment capabilities to MCP-compatible agents or tools

Dev low

aTars MCP

ai.aarna

Crypto market signals, technical indicators, and sentiment analysis for AI agents.

open-source

Best for: Developers building AI agents that need structured crypto market data for automated trading or analysis.

Dev low

atlasprzetargow/mcp-server

Various

Official MCP server for Atlas Przetargów — search 800 000+ Polish public tenders (BZP + TED) from any AI client.

★ 0 updated 1mo ago
open-source

Best for: Developers building AI tools for Polish public procurement monitoring

Dev low

atmospore/atmospore-mcp

Various

MCP (Model Context Protocol) server for Atmospore — pollen forecast tools for Claude and other AI assistants.

★ 0 updated 1mo ago
open-source

Best for: Developers building AI assistants that need real-time pollen information for allergy-aware responses.

Dev low

atomicchonk/roadrecon_mcp_server

Various

Claude MCP server to perform analysis on ROADrecon data

★ 50 updated 1y ago
open-source

Best for: Security researchers and red teamers analyzing Azure AD environments

Dev low

atomno-labs/mcp-cbr-rates

Various

MCP server for Central Bank of Russia rates, key rate, inflation and macro stats

★ 1 updated 30d ago
open-source

Best for: Developers building AI agents that need Russian economic data

Dev low

atomno-labs/mcp-egrul

Various

MCP server for Russian EGRUL/EGRIP lookups via FNS open-data — open self-host (MIT) + hosted Pro tier (closed beta)

★ 1 updated 1mo ago
open-source

Best for: Developers integrating Russian business registry lookups into MCP-based agents or tools

Dev low

atomno-labs/mcp-fns-check

Various

MCP server for checking RU counterparties via FNS open data (EGRUL/EGRIP, EFRSB, KAD, FSSP)

★ 3 updated 1mo ago
open-source

Best for: Developers building compliance or due diligence tools for Russian business verification

Dev low

attalla1/photopea-mcp-server

Various

MCP server for AI-driven image editing with Photopea

★ 15 updated 2mo ago
open-source

Best for: Developers who want to add image editing to AI agent workflows using a free browser-based editor

Dev low

Auctalis/nocturnusai

Various

Verified knowledge for AI agents. Compress context, extract and store facts, define rules, and ask questions — get deterministic answers with proof, not LLM guesses. Connect agents

★ 2 updated 1mo ago
open-source

Best for: Developers building AI agents that need verifiable, rule-based knowledge retrieval

Dev low

augmnt/augments-mcp-server

Various

Comprehensive MCP server providing real-time framework documentation access for Claude Code with intelligent caching, multi-source integration, and context-aware assistance.

★ 122 updated 3mo ago
open-source

Best for: Developers using Claude Code who need quick, multi-source framework documentation.

Dev low

austenstone/myinstants-mcp

Various

MCP server that lets your ai agent press sound buttons. it's not that deep.

★ 10 updated 2mo ago
open-source

Best for: Developers building playful or audio-enhanced AI agent interactions

Dev low

automatalabs/mcp-server-playwright

Various

MCP server for browser automation using Playwright

★ 294 updated 1y ago
open-source

Best for: Developers integrating browser automation into AI agent workflows

Dev low

AutomateLab-tech/citation-intelligence

Various

MCP server for measuring LLM citation visibility across Perplexity, Claude, ChatGPT, Gemini, Bing, and Google AI Overviews. 12 tools, BYO keys, self-hosted, no telemetry.

★ 0 updated 12d ago
open-source

Best for: Developers and SEO teams who need to programmatically track AI citation visibility across multiple platforms.

Dev low

AutomateLab-tech/content-distribution-mcp

Various

Multi-channel content distribution MCP server with idempotent state. Auto-publish to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky; browser-fallback for Medium, LinkedIn, X

★ 0 updated 13d ago
open-source

Best for: Content creators and developers who need to publish the same article across multiple developer communities and social platforms.

Dev low

automateyournetwork/pyATS_MCP

Various

An MCP Server for pyATS (experimental)

★ 74 updated 18d ago
open-source

Best for: Network automation engineers already using pyATS who want to expose device and test data to MCP-enabled AI agents

Dev low

automation-ai-labs/mcp-link

Various

Convert Any OpenAPI V3 API to MCP Server

★ 609 updated 1y ago
open-source

Best for: Developers needing to quickly bridge existing REST APIs into the Model Context Protocol ecosystem

Dev low

Autonomad1/autonomad-travel

Various

MCP server for Claude / ChatGPT / any MCP client — search live flights, hotels, activities, and events worldwide, then book on autonomad.ai

★ 0 updated 1mo ago
open-source

Best for: Developers building travel booking agents or assistants that need live search and reservation capabilities

Dev low

autonsol/sol-mcp

Various

MCP server for Solana token risk scoring and momentum signals

★ 0 updated 2mo ago
open-source

Best for: Developers building Solana-focused AI agents or trading tools that need quick token risk and momentum data

Dev low

avansaber/tailtest-cline

Various

tailtest for Cline: MCP server + .clinerules pack + Memory Bank integration. Reaches 8+ editors via Cline. Adversarial test mode shipped from day one.

★ 0 updated 15d ago
open-source

Best for: Developers who already use Cline and need a structured, multi-editor test harness with adversarial capabilities.

Dev low

avisangle/calculator-server

Various

A comprehensive Go-based MCP server for mathematical computations with 13+ tools

★ 6 updated 8mo ago
open-source

Best for: Developers building MCP-based AI agents that need reliable server-side math capabilities

Dev low

avisangle/method-crm-mcp

Various

Production-ready Model Context Protocol (MCP) server for Method CRM API integration. Enables LLMs to interact with Method CRM through 20 comprehensive tools.

★ 2 updated 6mo ago
open-source

Best for: Developers building AI agents that need direct, tool-driven access to Method CRM data

Dev low

avisangle/jenkins-mcp-server

Various

An MCP server for interacting with a Jenkins server. Allows you to trigger jobs, check build statuses, and manage your Jenkins instance through MCP.

★ 2 updated 4mo ago
open-source

Best for: Developers who want to control Jenkins pipelines through an AI agent

Dev low

avivsinai/langfuse-mcp

Various

A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability

★ 92 updated 14d ago
open-source

Best for: Developers using Langfuse who want to give their AI agents direct access to trace data for debugging

Dev low

awkoy/replicate-flux-mcp

Various

MCP for Replicate Flux Model - A powerful tool for generating customized images and SVG assets that match specific coding vibes and aesthetic styles. Streamline your visual asset c

★ 103 updated 1mo ago
open-source

Best for: Developers who want to automate image and SVG creation within their development tools or pipelines.

Dev low

awslabs/mcp

Various

Open source MCP Servers for AWS

★ 9,171 updated 12d ago
open-source

Best for: Developers building AI assistants or automation tools that need to interact with AWS services via the Model Context Protocol.

Dev low

awwaiid/mcp-server-taskwarrior

Various

MCP Server for TaskWarrior!

★ 46 updated 2mo ago
open-source

Best for: Developers who already use TaskWarrior and want to expose it to MCP-based agents or tools

Dev low

axliupore/mcp-code-runner

Various

📇 🏠 - An MCP server for running code locally via Docker and supporting multiple programming languages.

★ 18 updated 1y ago
open-source

Best for: Developers building AI agents or tools that need sandboxed multi-language code execution.

Dev low

aybelatchane/mcp-server-terminal

Various

Terminal MCP Server - Model Context Protocol server for TUI/CLI automation with structured Terminal State Tree (TST)

★ 15 updated 5mo ago
open-source

Best for: Developers experimenting with MCP-based terminal automation in Rust

Dev low

ayhammouda/python-docs-mcp-server

Various

Read-only MCP server for official Python docs: local index, no API keys, exact symbol lookup, version-aware retrieval.

★ 4 updated 12d ago
open-source

Best for: Developers who need fast, offline access to official Python documentation within MCP-enabled environments

Dev low

aymericzip/intlayer

Various

Per-component Internationalisation solution for JS application. Type-Safe. Translate with AI. Edit Visually.

★ 752 updated 12d ago
open-source

Best for: Developers building multi-language JS apps who want type safety and a visual translation editor

Dev low

ayo-nci/bulkrender-mcp

Various

MCP server for BulkRender — generate DOCX and PDF documents from Claude, Cursor, Windsurf, and any MCP-compatible AI assistant

★ 0 updated 14d ago
open-source

Best for: Developers who want to generate documents directly from MCP-compatible AI assistants

Dev low

aywengo/kafka-schema-reg-mcp

Various

A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.

★ 31 updated 1mo ago
open-source

Best for: Developers using MCP-based tools who need to manage Kafka schema registries programmatically.

Dev low

azer/react-analyzer-mcp

Various

MCP server for analyzing & generating docs for React code locally

★ 57 updated 1y ago
open-source

Best for: Developers needing local React code analysis and doc generation via MCP

Dev low

azeth-protocol/mcp-server

Various

MCP server for Azeth — smart accounts, payments, reputation, and discovery tools for AI agents

★ 2 updated 3mo ago
open-source

Best for: Developers building AI agents that require on-chain smart accounts, reputation, or payment capabilities via the MCP protocol

Dev low

Azure/azure-mcp

Various

The Azure MCP Server, bringing the power of Azure to your agents.

★ 1,213 updated 4mo ago
open-source

Best for: Developers building agent systems that need programmatic access to Azure cloud services.

Dev low

bababoi-bibilabu/agent-mq

Various

Message queue for AI coding assistants. Let your AI agents talk to each other.

★ 1 updated 2mo ago
open-source

Best for: Developers prototyping multi-agent coding assistants who need a simple message broker

Dev low

back1ply/agent-skill-loader

Various

MCP server to expose Claude Code Skills to AI agents

★ 12 updated 1mo ago
open-source

Best for: Developers building MCP-compatible agents who want to reuse Claude Code Skills

Dev low

babyblueviper1/invinoveritas

Various

Lightning-native AI agent platform — pre-trade /review, pay-per-use reasoning, sandboxed execution, persistent memory, an agent marketplace, a tenant residence (identity+wallet+mem

★ 1 updated 12d ago
open-source

Best for: Developers building AI agents on Lightning Network

Dev low

backloghq/backlog

Various

Persistent task management plugin for Claude Code and agent teams

★ 3 updated 14d ago
open-source

Best for: Developers using Claude Code with multiple agents or long-running sessions who need persistent task tracking

Dev low

Backspace-me/sportscore-mcp

Various

MCP server exposing the free SportScore sports-data API as tool calls for Claude, Cursor, and Zed. Live scores, fixtures, standings for football, basketball, cricket, tennis.

★ 4 updated 1mo ago
open-source

Best for: Developers who need a quick, zero-cost way to add live sports data into AI assistant workflows

Dev low

Badhansen/notion-mcp

Various

A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list.

★ 29 updated 8mo ago
open-source

Best for: Developers who want to connect AI assistants to their personal Notion todo lists

Dev low

bakyang2/kr-crypto-intelligence

Various

Korean crypto market data API for AI agents. Kimchi premium, exchange prices, FX rates. x402 pay-per-use on Base.

★ 0 updated 16d ago
open-source

Best for: Developers building AI agents that need Korean crypto market data, especially Kimchi premium and exchange prices.

Dev low

bamwor-dev/bamwor-mcp-server

Various

MCP server for world geographic data. 261 countries, 13.4M cities.

★ 1 updated 2mo ago
open-source

Best for: Developers building MCP-based tools that need offline access to world geographic data

Dev low

bankless/onchain-mcp

Various

Bringing the bankless onchain API to MCP

★ 79 updated 1mo ago
open-source

Best for: Developers building AI agents that need straightforward access to onchain data via MCP

Dev low

baphometnxg/aloha-fyi-mcp

Various

baphometnxg/aloha-fyi-mcp — indexed from awesome-mcp-servers-punkpeye

★ 1 updated 1mo ago
open-source

Best for: Developers who use Aloha.fyi and want to connect their notes to MCP-compatible AI tools

Dev low

bart6114/my-bear-mcp-server

Various

📇 🏠 🍎 - Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.

★ 14 updated 1y ago
open-source

Best for: Developers who use Bear notes and want to inject that content into AI-powered tools via the Model Context Protocol

Dev low

bartonguestier1725-collab/scout-mcp

Various

bartonguestier1725-collab/scout-mcp — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 16d ago
open-source

Best for: Developers needing a lightweight MCP tool to query public GitHub repositories via natural language.

Dev low

base/base-mcp

Various

A Model Context Protocol (MCP) server that provides onchain tools for LLMs, allowing them to interact with the Base network and Coinbase API.

★ 347 updated 1mo ago
open-source

Best for: Developers building LLM agents that need to interact with the Base blockchain or Coinbase services

Dev low

Battam1111/Myco

Various

Self-evolving cognitive organism for AI agents — eternal devouring, eternal evolution.

★ 63 updated 13d ago
open-source

Best for: Researchers and hobbyists exploring self-modifying AI agent architectures

Dev low

BB-fat/browser-use-rs

Various

A Rust library for browser automation via Chrome DevTools Protocol with built-in AI integration through Model Context Protocol (MCP)

★ 37 updated 6mo ago
open-source

Best for: Rust developers who need browser automation with AI agent integration

Dev low

bbonnin/openapi-to-mcp

Various

OpenApiMCPServer is an MCP server that automatically converts any OpenAPI/Swagger specification into a set of usable MCP tools

★ 5 updated 6mo ago
open-source

Best for: Developers who need to quickly expose existing REST APIs as MCP tools without writing custom adapters

Dev low

bch1212/agentfetch-mcp

Various

MCP server for fetching web URLs with token estimation, caching, and intelligent routing. Built for AI agents.

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need efficient web fetching with token management

Dev low

behrensd/mcp-firewall

Various

Deterministic security proxy for MCP tool calls — iptables for MCP

★ 3 updated 3mo ago
open-source

Best for: Developers needing a simple, deterministic firewall for MCP-based applications

Dev low

BelleKou/mcp-viral-transformer

Various

🚀 ViralTransformer: A high-performance MCP server for automated web scraping & AI-driven viral content transformation. 基于 MCP 协议的自动化网页抓取与爆款文案转化引擎。

★ 1 updated 1mo ago
open-source

Best for: Developers exploring MCP-based content scraping and transformation pipelines

Dev low

Beltran12138/wecom-docs-mcp-server

Various

MCP server for WeCom (Enterprise WeChat) document operations — create, read, edit Docs and Smartsheets. Fills the doc-CRUD gap in the WeCom MCP ecosystem.

★ 2 updated 1mo ago
open-source

Best for: Developers building AI-driven document automation for enterprise WeChat users

Dev low

benborla29/mcp-server-mysql

Various

A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.

★ 1,758 updated 3mo ago
open-source

Best for: Developers needing safe, read-only MySQL access for AI agents and LLMs.

Dev low

benmonopoli/open-greenhouse-mcp

Various

Production-ready MCP server for Greenhouse, designed for recruiters and hiring teams.

★ 3 updated 1mo ago
open-source

Best for: Recruitment teams wanting to integrate AI assistants with Greenhouse

Dev low

benswel/qr-agent-core

Various

QR-as-a-Service API for AI agents — 34 MCP tools, 11 QR types, dynamic links, scan analytics, webhooks, custom domains. REST API + MCP server.

★ 1 updated 2mo ago
open-source

Best for: Developers building AI agents that need to generate and track QR codes programmatically

Dev low

Berckan/bugherd-mcp

Various

MCP server for BugHerd integration - manage bugs and feedback from Claude

★ 5 updated 16d ago
open-source

Best for: Developers using BugHerd who want to manage bugs through Claude without leaving the chat interface

Dev low

berlinbra/alpha-vantage-mcp

Various

MCP Server for Alpha Advantage API

★ 97 updated 7mo ago
open-source

Best for: Developers building AI agents or MCP-based tools that need straightforward access to financial market data

Dev low

besslframework-stack/project-tessera

Various

Tessera — Memory layer for every AI. 58 MCP tools, 54 REST endpoints, local-first, AES-256 encrypted.

★ 14 updated 2mo ago
open-source

Best for: Developers needing a simple, local, encrypted memory layer for AI agents and chatbots

Dev low

BetterDB-inc/monitor

Various

Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis

★ 861 updated 13d ago
open-source

Best for: Developers managing Valkey or Redis instances who need lightweight, open-source monitoring and slowlog analysis

Dev low

betterhyq/mermaid-grammer-inspector-mcp

Various

A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities

★ 5 updated 1mo ago
open-source

Best for: Developers who need automated Mermaid diagram syntax checks in MCP-based toolchains

Dev low

bgauryy/octocode-mcp

Various

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform

★ 854 updated 21d ago
open-source

Best for: Developers who need to search and understand codebases across repositories using natural language queries.

Dev low

bh-rat/context-awesome

Various

awesome-lists now available as CLI & MCP server for your agent.

★ 52 updated 1mo ago
open-source

Best for: Developers building context-aware agents that need quick access to curated resource lists

Dev low

Bichev/agentradar-mcp

Various

MCP server for AgentRadar — trust scoring, scam detection, and EAS attestations for ERC-8004 + x402 agents on Base.

★ 0 updated 28d ago
open-source

Best for: Developers building secure agent ecosystems on Base

Dev low

bighippoman/intercept-mcp

Various

MCP server with multi-tier fallback chain for fetching web content as clean markdown

★ 7 updated 1mo ago
open-source

Best for: Developers building MCP-based tools that need robust web-to-markdown extraction

Dev low

Bigsy/Clojars-MCP-Server

Various

A Model Context Protocol (MCP) server that provides tools for fetching dependency information from Clojars, the Clojure community's artifact repository.

★ 5 updated 11mo ago
open-source

Best for: Clojure developers who need programmatic access to Clojars dependency data via MCP-compatible tools

Dev low

billster45/mcp-chatgpt-responses

Various

MCP server for access to OpenAI's ChatGPT API with Responses API for conversation management

★ 17 updated 10mo ago
open-source

Best for: Developers building MCP-based tools that need ChatGPT conversation capabilities

Dev low

bintocher/mcp-superset

Various

MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control

★ 42 updated 2mo ago
open-source

Best for: Developers and data teams who want to manage Apache Superset programmatically through AI assistants

Dev low

bitatlas-group/bitatlas

Various

Zero Knowledge Cloud Drive for Humans and Agents

★ 0 updated 14d ago
open-source

Best for: Developers evaluating zero-knowledge architectures for agent-accessible cloud storage

Dev low

bit2beat/bitrix24-mcp

Various

MCP server that connects Claude AI to Bitrix24 — CRM, tasks, disk, calendar, automations and more

★ 1 updated 1mo ago
open-source

Best for: Developers who need to connect Claude AI to Bitrix24 for task automation and CRM interactions.

Dev low

bitbonsai/mcp-obsidian

Various

A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access

★ 1,336 updated 19d ago
open-source

Best for: Developers integrating AI agents with Obsidian notes while maintaining vault integrity

Dev low

bitrise-io/bitrise-mcp

Various

MCP Server for the Bitrise API, enabling app management, build operations, artifact management and more.

★ 38 updated 12d ago
open-source

Best for: Builders integrating Bitrise CI/CD workflows with AI agents or MCP-compatible applications

Dev low

bitteprotocol/mcp

Various

📇 - Bitte Protocol integration to run AI Agents on several blockchains.

★ 13 updated 1y ago
open-source

Best for: Developers building AI agents that need to interact with multiple blockchains through a unified protocol

Dev low

blackwell-systems/agent-lsp

Various

Your coding agent is editing blind. agent-lsp gives it type-aware navigation, blast-radius analysis, and pre-verified edits. 50 tools, 21 skills, 30 languages.

★ 46 updated 21d ago
open-source

Best for: Developers building or enhancing coding agents that need type-aware, safe code modification across many languages

Dev low

bivex/kanboard-mcp

Various

A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language co

★ 22 updated 6mo ago
open-source

Best for: Teams already using Kanboard who want to automate workflows through AI assistants

Dev low

BlackMount-ai/blackmount-nlp-mcp

Various

NLP without the bloat — sentiment, keywords, readability, summarization. No NLTK, no spaCy. Zero heavy dependencies.

★ 1 updated 17d ago
open-source

Best for: Developers who need basic NLP without adding large dependencies

Dev low

blackwhite084/playwright-plus-python-mcp

Various

🐍 - An MCP python server using Playwright for browser automation,more suitable for llm

★ 187 updated 1y ago
open-source

Best for: Developers building LLM agents that need browser automation capabilities

Dev low

blazickjp/arxiv-mcp-server

Various

A Model Context Protocol server for searching and analyzing arXiv papers

★ 2,807 updated 26d ago
open-source

Best for: Developers building AI agents that need to query and summarize academic research papers.

Dev low

blakerouse/ssh-mcp

Various

SSH MCP server that runs locally making it easy to manage hosts and perform commands across a group of hosts

★ 15 updated 1mo ago
open-source

Best for: Developers who need a lightweight, local MCP server for managing and executing commands on multiple SSH hosts

Dev low

BlockRunAI/x-grow

Various

📇 ☁️ - X/Twitter algorithm optimizer with post drafting, review scoring, and AI image generation for maximum engagement.

open-source

Best for: Developers and content creators who want to optimize X/Twitter posts algorithmically.

Dev low

blockrunai/blockrun-mcp

Various

Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.

★ 472 updated 12d ago
open-source

Best for: Developers building AI agents that need on-demand live data without recurring subscriptions.

Dev low

blurrah/mcp-graphql

Various

Model Context Protocol server for GraphQL

★ 389 updated 9mo ago
open-source

Best for: Developers adding GraphQL query capabilities to AI assistants or chatbots via the Model Context Protocol

Dev low

bluzername/lennys-quotes

Various

📇 🏠 - Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,000+ transcript segments with YouTube timestamps. Perfect for PRDs, strategy, and PM career a

★ 10 updated 4mo ago
open-source

Best for: Product managers who want a quick, searchable way to mine podcast transcripts for advice

Dev low

bobbyrgoldsmith/quarterback

Various

Strategic task prioritization and agent orchestration for multi-project operators

★ 0 updated 2mo ago
open-source

Best for: Developers building custom multi-agent systems that need a simple task scheduler

Dev low

bogdan01m/zapcap-mcp-server

Various

MCP Server for ZapCap.ai

★ 0 updated 9mo ago
open-source

Best for: Developers building AI agents that need automated video captioning

Dev low

boikot-xyz/boikot

Various

keep companies accountable

★ 7 updated 12d ago
open-source

Best for: Small activist groups or individuals wanting a lightweight, transparent tool to track corporate accountability

Dev low

boldsign/boldsign-mcp

Various

Model Context Protocol (MCP) server for BoldSign API

★ 5 updated 10mo ago
open-source

Best for: Developers building AI agents or MCP-enabled assistants that need to send and manage e-signature requests via BoldSign

Dev low

bolivian-peru/baozi-mcp

Various

MCP server for Baozi prediction markets on Solana - 68 tools for AI agents

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need to programmatically participate in Solana-based prediction markets.

Dev low

Bortlesboat/bitcoin-mcp

Various

The most comprehensive Bitcoin MCP server. 49 tools for AI agents: fees, mempool, blocks, transactions, mining, price, supply. Zero config - works instantly. Claude, Cursor, VS Cod

★ 2 updated 26d ago
open-source

Best for: Developers who want to quickly give their AI agents Bitcoin blockchain data without writing custom connectors

Dev low

box/mcp-server-box-remote

Various

Securely connect AI agents to your enterprise content in Box

★ 3 updated 8mo ago
open-source

Best for: Developers building AI agents that need secure access to enterprise Box content.

Dev low

botwallet-co/mcp

Various

MCP server for Botwallet — Give any AI agent a wallet via Model Context Protocol. FROST threshold signing, x402 paid APIs, spending guard rails.

★ 2 updated 2mo ago
open-source

Best for: Developers building AI agents that need integrated payment capabilities

Dev low

bradleylab/stella-mcp

Various

MCP server for Stella

★ 1 updated 22d ago
open-source

Best for: Developers experimenting with MCP who want to connect Stella to their toolchain

Dev low

BrainGrid MCP

Various

Step-by-step guide to install BrainGrid MCP

open-source

Best for: Developers integrating BrainGrid's data capabilities into MCP-compatible AI assistants.

Dev low

bram2w/baserow

Various

Build databases, automations, apps & agents with AI — no code. Open source platform available on cloud and self-hosted. GDPR, HIPAA, SOC 2 compliant. Best Airtable alternative.

★ 4,935 updated 12d ago
open-source

Best for: Teams needing a no-code database with strong compliance and self-hosting flexibility

Dev low

Brand-System/brandsystem-mcp

Various

MCP server for progressive brand governance — extract, compile, and audit brand identity systems

★ 3 updated 1mo ago
open-source

Best for: Teams needing AI-assisted brand identity management and auditing

Dev low

brave/brave-search-mcp-server

Various

📇 ☁️ - Web search capabilities using Brave's Search API

★ 1,126 updated 12d ago
open-source

Best for: Developers building AI agents that need on-demand web search capabilities

Search one click

Brave Search MCP Server

Anthropic (Model Context Protocol)

Expose the Brave Search API as MCP tools — web search, local search, and summarization for any MCP-compatible agent.

freemium

Best for: Claude Desktop users and MCP-compatible agents that need privacy-respecting web and local search without managing a crawler

Dev low

briandconnelly/mcp-server-ipinfo

Various

IP Geolocation Server for MCP using ipinfo.io

★ 43 updated 13d ago
open-source

Best for: Developers building MCP-based agents that need IP geolocation lookups.

Dev low

brianxiadong/ones-wiki-mcp-server

Various

ones-wiki-mcp-server

★ 6 updated 1y ago
open-source

Best for: Teams using ONES Wiki who want AI assistants to access their documentation.

Dev low

Bright-L01/networkx-mcp-server

Various

🕸️ First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration

★ 16 updated 12d ago
open-source

Best for: Developers building AI assistants that need to perform graph analysis

Dev low

bright8192/esxi-mcp-server

Various

A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.

★ 59 updated 11mo ago
open-source

Best for: Developers who want to manage VMware VMs through an MCP-based REST interface

Dev low

BRNDMK/brandomica-mcp-server

Various

BRNDMK/brandomica-mcp-server — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers seeking MCP servers to integrate external services into AI workflows

Dev low

BrowseAI-HQ/BrowserAI-Dev

Various

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

★ 19 updated 20d ago
open-source

Best for: Developers building AI agents that require evidence-backed web search with citations

Dev low

browserbase/mcp-server-browserbase

Various

Allow LLMs to control a browser with Browserbase and Stagehand

★ 3,364 updated 1mo ago
open-source

Best for: Developers building LLM-powered browser automation agents

Dev low

browsermcp/mcp

Various

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

★ 6,594 updated 1y ago
open-source

Best for: Developers who need to give AI agents direct control over a web browser

Dev low

BrunoKrugel/echo-mcp

Various

Enable AI assistants to interact with your Echo API

★ 9 updated 2mo ago
open-source

Best for: Developers who need a minimal MCP server to experiment with AI assistant integration using an Echo API.

Dev low

bruno-portfolio/agrobr-mcp

Various

MCP server for Brazilian agricultural data — connect LLMs to 10 public data sources via agrobr

★ 24 updated 3mo ago
open-source

Best for: Developers building LLM applications that need real-time or historical Brazilian agricultural data

Dev low

brutalzinn/simple-mcp-selenium

Various

This is just a tool to use a chrome driver that exposes a MCP server to be easily to use with Cursor IDE

★ 0 updated 6mo ago
open-source

Best for: Developers who want to control a Chrome browser from Cursor IDE via MCP

Dev low

bubilife1202/crossfin

Various

The only way AI agents access Asian crypto markets. Routing engine + x402 payments across 9 exchanges.

★ 0 updated 3mo ago
open-source

Best for: Developers building AI agents that need to trade or pay on Asian crypto exchanges

Dev low

bug-breeder/quip-mcp

Various

A Model Context Protocol (MCP) server that provides AI assistants with access to Quip documents

★ 1 updated 9mo ago
open-source

Best for: Developers who need a minimal, protocol-based bridge between AI assistants and Quip documents

Dev low

buildepicshit/Wick

Various

Roslyn-enriched C# exception telemetry for Godot Engine, exposed over MCP

★ 15 updated 18d ago
open-source

Best for: Godot developers using C# who want AI-assisted exception debugging via MCP

Dev low

buildkite/buildkite-mcp-server

Various

Official MCP Server for Buildkite.

★ 49 updated 12d ago
open-source

Best for: Teams using Buildkite who want to control CI/CD through AI assistants.

Dev low

buildsyncinc/gibs-mcp

Various

Gibs MCP Server — EU regulatory compliance for AI agents (AI Act, GDPR, DORA)

★ 6 updated 3mo ago
open-source

Best for: Developers building AI agents for the European market

Dev low

bulatko/vk-mcp-server

Various

Model Context Protocol (MCP) server for VK (VKontakte) social network API

★ 4 updated 2mo ago
open-source

Best for: Developers building AI assistants that need to interact with VKontakte social data

Dev low

burningion/video-editing-mcp

Various

MCP Interface for Video Jungle

★ 271 updated 8mo ago
open-source

Best for: Developers building AI agents that need to perform basic video editing operations programmatically.

Dev low

BurtTheCoder/mcp-dnstwist

Various

MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.

★ 50 updated 1y ago
open-source

Best for: Security engineers and developers who need to automate typosquatting detection in MCP-based toolchains.

Dev low

BurtTheCoder/mcp-maigret

Various

MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources.

★ 242 updated 4mo ago
open-source

Best for: Developers building AI assistants that need to perform OSINT username lookups

Dev low

BurtTheCoder/mcp-shodan

Various

MCP server for Shodan — search internet-connected devices, IP reconnaissance, DNS lookups, and CVE/CPE vulnerability intelligence. Works with Claude Code, Codex, Gemini CLI, and Cl

★ 133 updated 2mo ago
open-source

Best for: Developers and security researchers needing Shodan data in AI coding assistants

Dev low

butterlatte-zhang/unity-ai-bridge

Various

Remote-control Unity Editor from any AI IDE — 62 tools including AI-powered profiling & light probes. File-based IPC, zero dependencies.

★ 14 updated 2mo ago
open-source

Best for: Developers who want to control Unity Editor programmatically from AI IDEs or automation scripts.

Dev low

BuyWhere/buywhere-mcp

Various

BuyWhere MCP server — search and compare products from Singapore, SEA, and US markets via Model Context Protocol. Cross-border e-commerce product catalog for AI agents.

★ 3 updated 1mo ago
open-source

Best for: Developers building AI agents that need to query product data across Singapore, Southeast Asian, and US e-commerce markets

Dev low

BV-Venky/excalidraw-architect-mcp

Various

An MCP server that generates beautiful Excalidraw architecture diagrams with perfect auto-layout.

★ 111 updated 1mo ago
open-source

Best for: Developers using AI agents to create architecture diagrams automatically

Dev low

bx33661/Wireshark-MCP

Various

Wireshark-MCP,Give your AI assistant a packet analyzer. Drop a .pcap file, ask questions in plain English — get answers backed by real tshark data.

★ 131 updated 22d ago
open-source

Best for: Developers and security analysts who want to query packet captures through an AI assistant

Dev low

ByAxe/keynote-mcp

Various

A Model Context Protocol (MCP) server that enables AI assistants to control Keynote presentations through AppleScript automation.

★ 1 updated 3mo ago
open-source

Best for: Developers building macOS‑native presentation workflows with AI assistants

Dev low

c4pt0r/mcp-server-tidb

Various

mcp server for tidb

★ 23 updated 1y ago
open-source

Best for: Developers building AI agents that need to access TiDB databases

Dev low

cablate/mcp-google-map

Various

A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.

★ 322 updated 1mo ago
open-source

Best for: Developers building LLM agents that need real-world location and navigation data

Dev low

cachly-dev/cachly-mcp

Various

AI memory brain for Claude Code, Cursor, Copilot & Windsurf — 51 MCP tools. Persistent sessions, lessons learned, semantic search, Team Brain, managed Valkey/Redis. Free tier.

★ 1 updated 14d ago
open-source

Best for: Developers using multiple AI coding assistants who need persistent, shareable memory across sessions.

Dev low

cafferychen777/ChatSpatial

Various

MCP server for spatial transcriptomics analysis through natural language interfaces.

★ 39 updated 19d ago
open-source

Best for: Biologists and bioinformaticians who want to analyze spatial gene expression data via conversational interfaces.

Dev low

Cactusinhand/mcp_server_notify

Various

Send system notification when Agent task is done.

★ 54 updated 9mo ago
open-source

Best for: Developers building MCP-based agent workflows that need user notifications

Dev low

cahthuranag/mcp-server

Various

MCP server bringing live FX rates, historical data, and multi-currency lookups from AllRatesToday to Claude Code, Cursor, Claude Desktop, and Windsurf. Free API key required.

★ 1 updated 15d ago
open-source

Best for: Developers who need real‑time or historical FX data inside Claude Code, Cursor, or similar MCP environments

Dev low

calintzy/evmscope

Various

EVM blockchain intelligence toolkit for AI agents — 23 MCP tools across 7 chains (Ethereum, Polygon, Arbitrum, Base, Optimism, Avalanche, BSC). Zero config.

★ 2 updated 3mo ago
open-source

Best for: Developers building AI agents that need read-only access to EVM blockchain data across multiple chains.

Dev low

calclavia/mcp-obsidian

Various

📇 🏠 - This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).

open-source

Best for: Developers using Claude Desktop or other MCP clients who need quick access to Markdown notes from their vault

Dev low

cameronrye/activitypub-mcp

Various

A comprehensive Model Context Protocol (MCP) server that enables LLMs like Claude to explore and interact with the existing Fediverse through standardized MCP tools, resources, and

★ 16 updated 12d ago
open-source

Best for: Developers building LLM agents that need to read or post to decentralized social networks

Dev low

cameronrye/openzim-mcp

Various

OpenZIM MCP is a modern, secure, and high-performance MCP (Model Context Protocol) server that enables AI models to access and search ZIM format knowledge bases offline.

★ 63 updated 12d ago
open-source

Best for: Developers needing offline, local access to structured knowledge bases for AI agents

Dev low

campertunity/mcp-server

Various

🎖️ 📇 🏠 - Search campgrounds around the world on campertunity, check availability, and provide booking links

★ 16 updated 1mo ago
open-source

Best for: Developers building travel or outdoor recreation assistants that need campground search and booking links

Dev low

can4hou6joeng4/boss-agent-cli

Various

AI-agent-first CLI for BOSS 直聘 — 职位搜索、福利筛选、招聘者工作流、MCP 工具与 AI 简历优化

★ 986 updated 12d ago
open-source

Best for: Developers and recruiters who need to automate tasks on BOSS Zhipin via an AI-driven CLI

Dev low

Canner/wren-engine

Various

This repository has been merged into Canner/WrenAI under the core/ directory

★ 660 updated 1mo ago
open-source

Best for: Developers contributing to or integrating with the WrenAI semantic layer and analytics platform

Dev low

CanopyHQ/phloem

Various

🏎️ 🏠 🍎 🪟 🐧 - Local-first AI memory with causal graphs and citation verification. Semantic search, confidence decay when code drifts, and zero network connections. Works across

open-source

Best for: Developers needing local, private AI memory with citation tracking

Dev low

cantian-ai/bazi-mcp

Various

MCP server for Bazi (八字) information

★ 385 updated 8mo ago
open-source

Best for: Developers building MCP-enabled AI assistants that need to answer queries about traditional Chinese Bazi astrology

Dev low

caol64/wenyan-mcp

Various

文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。

★ 1,235 updated 1mo ago
open-source

Best for: Developers automating WeChat public account publishing with AI-generated content

Dev low

capsulerun/bash

Various

Sandboxed bash for agents. Track changes on every command.

★ 10 updated 28d ago
open-source

Best for: Developers building agentic systems that need safe, auditable bash execution with minimal overhead

Dev low

carlosahumada89/govrider-mcp-server

Various

GovRider MCP Server - Match your tech product or consulting service to thousands of live government tenders, RFPs, grants, and frameworks from 25+ official sources worldwide

★ 4 updated 3mo ago
open-source

Best for: Developers building AI assistants that need to monitor government procurement opportunities

Dev low

carloshpdoc/memorydetective

Various

MCP server for iOS leak hunting and performance investigation. 28 MCP tools, 34-pattern retain-cycle classifier with Swift fixTemplate snippets, compareTracesByPattern for CI gatin

★ 10 updated 19d ago
open-source

Best for: iOS developers needing deep memory analysis and automated leak detection in CI

Dev low

carrierone/verilexdata-mcp

Various

MCP server for Verilex Data — query NPI, SEC, PACER, Weather, and OTC datasets from AI agents

★ 0 updated 2mo ago
open-source

Best for: Developers building AI agents that need to query public datasets like SEC, PACER, or NPI

Dev low

carsol/monarch-mcp-server

Various

🐍 ☁️ - MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support

★ 3 updated 1y ago
open-source

Best for: Developers building AI assistants that need to retrieve and analyze personal finance data from Monarch Money

Dev low

carterlasalle/mac_messages_mcp

Various

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robu

★ 292 updated 1mo ago
open-source

Best for: Developers building macOS-native AI agents that need iMessage access

Dev low

Cartisien/engram-mcp

Various

MCP server for @cartisien/engram — persistent semantic memory for AI agents

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need reliable, long-term semantic memory

Dev low

Castaldo-Solutions/mcp-vtenext

Various

MCP server for VTENext CRM — exposes the WebService API as tools for Claude and other MCP clients

★ 3 updated 2mo ago
open-source

Best for: Developers using VTENext CRM who want to query or manage it through Claude or other MCP-based assistants.

Dev low

catrinmdonnelly/royalmail-mcp

Various

Book, label, track and cancel Royal Mail and Parcelforce shipments from any MCP-compatible AI.

★ 1 updated 1mo ago
open-source

Best for: Developers building AI agents for UK parcel logistics

Dev low

catallo/misterclaw

Various

👾🦀 MiSTerClaw — MCP Remote Control for MiSTer-FPGA

★ 5 updated 2mo ago
open-source

Best for: Developers building AI-driven automation for MiSTer-FPGA retro gaming systems

Dev low

Cavinooo/claude-find

Various

Pull Deep Memory from across your Claude Code Sessions — when you need it.

★ 8 updated 1mo ago
open-source

Best for: Developers who use Claude Code regularly and want to persist and retrieve session memory

Dev low

cct15/war-dashboard-data

Various

Futuristic Risk Intelligence — Geopolitical conflict risk data for AI agents (MCP/API)

★ 1 updated 12d ago
open-source

Best for: Developers building AI agents that need basic geopolitical risk context

Dev low

cdeust/Cortex

Various

Persistent memory for Claude Code — 41 neuroscience papers, 26 biological mechanisms with paper-bearing per-mechanism ablation evidence (E1 v3). LongMemEval R@10 98.4% / MRR 0.9124

★ 41 updated 12d ago
open-source

Best for: Developers who need reliable long-term memory for Claude Code in complex, multi-session projects.

Dev low

celiums/celiums-memory

Various

Open-source cognitive engine for AI agents — persistent memory, a first-person journal, a four-layer ethics engine, and a per-user biological clock, over MCP. Apache-2.0.

★ 15 updated 25d ago
open-source

Best for: Developers experimenting with persistent memory and ethics for AI agents

Dev low

centralmind/gateway

Various

Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.

★ 531 updated 11mo ago
open-source

Best for: Developers who want to give AI agents read-only database access via a standard protocol

Dev low

cerebrixos-org/tuning-engines-cli

Various

CLI & MCP server for Tuning Engines — fine-tune LLMs on code repositories

★ 2 updated 12d ago
open-source

Best for: Developers who need to fine-tune LLMs on their own code repositories and want a CLI or MCP-based tool to manage the process.

Dev low

cevatkerim/unsplash-mcp

Various

An MCP server for Unsplash photo search with proper attribution built-in. Key differentiator: Returns ready-to-use attributiontext and attributionhtml for each photo, making it tri

★ 9 updated 5mo ago
open-source

Best for: Developers building LLM-driven content systems that need ready-to-use, properly attributed images from Unsplash.

Dev low

cfpramod/open-museum-mcp

Various

MCP server for federated, license-verified search across open-access museum collections (The Met, Cleveland, AIC). Normalized schema, dynasty-aware date parsing, strict-default lic

★ 5 updated 21d ago
open-source

Best for: Developers building cultural heritage applications or research tools that need aggregated search across open-access museum datasets

Dev low

cg3-llc/prior_mcp

Various

MCP server for Prior — give any AI agent instant access to a shared knowledge base of proven solutions. Works with Claude Desktop, Cursor, Windsurf, and VS Code.

★ 2 updated 27d ago
open-source

Best for: Teams using AI coding assistants who want a shared repository of vetted solutions.

Dev low

chaindead/telegram-mcp

Various

Telegram MCP for managing dialogs, messages, drafts, read statuses, and more.

★ 331 updated 16d ago
open-source

Best for: Developers building AI agents that need to interact with Telegram chats and messages

Dev low

chanmeng/google-news-mcp-server

Various

【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi

★ 123 updated 2mo ago
open-source

Best for: Developers building MCP-connected AI agents or tools that need live Google News data

Dev low

chargebee/mcp

Various

Seamlessly integrate AI agents with Chargebee using AgentKit for smarter billing and subscription workflows.

★ 14 updated 6mo ago
open-source

Best for: Developers building AI agents that need to interact with Chargebee billing systems

Dev low

chasesaurabh/mcp-page-capture

Various

Capture web page screenshots and return MCP-compatible metadata for automated workflows.

★ 2 updated 5mo ago
open-source

Best for: Developers building MCP-compatible agents that need simple, programmatic web page screenshots

Dev low

chatmcp/mcp-server-chatsum

Various

Query and Summarize your chat messages.

★ 1,031 updated 1y ago
open-source

Best for: Developers building AI agents that need to query and summarize chat histories

Dev low

checkra1neth/xbird

Various

Twitter/X skill for AI agents — works with Claude Code, Cursor, Windsurf and 35+ agents. Powered by xbird-mcp.

★ 13 updated 3mo ago
open-source

Best for: Developers building AI agents that need programmatic access to Twitter/X

Dev low

CheMiguel23/MemoryMesh

Various

A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models.

★ 342 updated 3mo ago
open-source

Best for: Developers building AI agents or assistants that need persistent, structured memory using the Model Context Protocol

Dev low

chigwell/telegram-mcp

Various

Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.

★ 1,157 updated 17d ago
open-source

Best for: Developers building MCP-based automation or tools that need to interact with Telegram chats and groups

Dev low

Chimera-Protocol/csl-core

Various

Deterministic policy language for AI agents. Z3 + TLA+ dual-engine formal verification. Runtime enforcement <1ms.

★ 14 updated 13d ago
open-source

Best for: Developers building safety-critical AI agents that need formal runtime policy enforcement

Dev low

chopmob-cloud/AlgoVoi-Platform-Adapters

Various

chopmob-cloud/AlgoVoi-Platform-Adapters — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers integrating AlgoVoi with MCP-based AI tools and agents

Dev low

chrbailey/promptspeak-mcp-server

Various

Pre-execution governance for AI agents. Sub-millisecond tool call validation, drift detection, circuit breakers, human-in-the-loop holds. 829 tests. 56 MCP tools.

★ 0 updated 1mo ago
open-source

Best for: Developers building MCP-based agents that need pre-execution governance and safety checks

Dev low

chrisbusbin-pixel/propfirmdealfinder-mcp-server

Various

MCP server for Prop Firm Deal Finder - lets AI assistants query live prop firm discount codes, compare firms, and find the cheapest challenges across 20+ proprietary trading firms.

★ 0 updated 15d ago
open-source

Best for: Traders and developers automating prop firm challenge comparisons

Dev low

ChrisGVE/workspace-qdrant-mcp

Various

Project-scoped Qdrant MCP server for workspace collections with scratchbook functionality. Python port of claude-qdrant-mcp with FastEmbed and project-aware collection management.

★ 1 updated 12d ago
open-source

Best for: Developers needing a lightweight, project-scoped Qdrant MCP server for workspace-specific vector storage

Dev low

chrishayuk/mcp-cli

Various

🐍 🏠 - Yet another CLI tool for testing MCP servers

★ 1,978 updated 23d ago
open-source

Best for: Developers building or maintaining MCP servers who need a lightweight testing tool

Dev low

ChristianHinge/dicom-mcp

Various

Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.)

★ 96 updated 6mo ago
open-source

Best for: Developers building AI assistants for radiology or medical imaging workflows

Dev low

christulino/todoist-v1-mcp-server

Various

A clean, reliable MCP (Model Context Protocol) server for Todoist — built on the Todoist unified API v1.

★ 0 updated 1mo ago
open-source

Best for: Developers building AI-driven task management workflows with Todoist

Dev low

chroma-core/chroma-mcp

Various

A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma

★ 554 updated 8mo ago
open-source

Best for: Developers building MCP-based AI agents that need persistent vector storage and retrieval

Dev low

Chronolapse411/sicarius-guard

Various

Solana Token Safety Oracle for AI Agents & Trading Bots — byte-level SPL analysis, honeypot detection, Birdeye enrichment, MCP server

★ 1 updated 24d ago
open-source

Best for: Developers building Solana trading bots or AI agents that need local token safety verification

Dev low

ChronulusAI/chronulus-mcp

Various

MCP Server for Chronulus AI Forecasting and Prediction Agents

★ 108 updated 10mo ago
open-source

Best for: Developers building AI agents or assistants that need structured probabilistic forecasts

Dev low

Chunkydotdev/bldbl-mcp

Various

📇 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get projec

★ 12 updated 11mo ago
open-source

Best for: Developers using Buildable who want AI assistants to manage project tasks and progress

Dev low

Cifero74/mcp-apple-music

Various

Full Apple Music integration for Claude via MCP — search catalog, manage library & playlists

★ 28 updated 20d ago
open-source

Best for: Developers building Claude assistants that need programmatic Apple Music control.

Dev low

cinderwright-ai/cinderwright-api

Various

MCP server + x402 Discovery Hub. Search engine for the agent economy. 1450+ services indexed.

★ 1 updated 17d ago
open-source

Best for: Developers building agent systems that need a centralized directory of MCP services

Dev low

cipherfoxie/sovereign-mcp

Various

MCP server for the Sovereign AI Blog: Search, retrieve, and diagnose tools for self-hosted AI on NVIDIA DGX Spark.

★ 2 updated 20d ago
open-source

Best for: Developers exploring self-hosted AI tooling on NVIDIA DGX Spark who want an MCP-based search layer

Dev low

CircleCI/mcp-server-circleci

Various

A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow. This project serves as a bridge between CircleC

★ 84 updated 26d ago
open-source

Best for: Developers using CircleCI who want to control CI/CD workflows through natural language interfaces or AI assistants

Dev low

Citedy/citedy-seo-agent

Various

AI-powered SEO content automation agent skill — trend scouting, competitor analysis, article generation in 55 languages, social media adaptations, and cron-based sessions.

★ 13 updated 1mo ago
open-source

Best for: Developers needing a lightweight, multilingual SEO content automation agent

Dev low

cjo4m06/mcp-shrimp-task-manager

Various

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with

★ 2,106 updated 9mo ago
open-source

Best for: Developers building reasoning AI agents that need structured, reflective task management

Dev low

ckanthony/Chisel

Various

🪛 Rust powered precision file tools for AI agents thats minimize context use: patch-based edits, kernel-enforced path confinement. Dramatically fewer tokens than naive read/write.

★ 12 updated 3mo ago
open-source

Best for: Developers building AI agents that need efficient, secure file editing with minimal context usage.

Dev low

ckanthony/gin-mcp

Various

Enable MCP features for any Gin API with a line of code

★ 78 updated 1mo ago
open-source

Best for: Go developers using Gin who want to quickly expose their API as MCP tools for AI agents

Dev low

ckanthony/openapi-mcp

Various

Dockerized MCP Server to allow your AI agent to access any API with existing api docs

★ 188 updated 2mo ago
open-source

Best for: Developers who want to quickly bridge AI agents with existing REST APIs using OpenAPI docs

Dev low

CKBrennan/overtone-news-mcp

Various

MCP server for the Overtone Intelligence API — news with tone, brand safety, and narrative shift signals for agents

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need nuanced, safety-aware news analysis from a single API

Dev low

ckreiling/mcp-server-docker

Various

MCP server for Docker

★ 717 updated 1y ago
open-source

Best for: Developers building AI agents that need to manage Docker containers programmatically

Dev low

ClaudeCodeNavi/claudecodenavi-mcp

Various

ClaudeCodeNavi MCP Server - Claude Code knowledge platform & marketplace

★ 1 updated 3mo ago
open-source

Best for: Developers experimenting with Claude Code who want a lightweight shared knowledge base and marketplace

Dev low

clamp-sh/mcp

Various

Analytics MCP server for Clamp Analytics. Gives Claude, Cursor, VS Code, Windsurf, and Cline tools for traffic, pages, events, revenue, errors, funnels, cohorts, and alerts. Stdio

★ 1 updated 12d ago
open-source

Best for: Developers already using Clamp Analytics who want to query data through an MCP-compatible AI assistant.

Dev low

clawaimail/mcp

Various

clawaimail/mcp — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 2mo ago
open-source

Best for: Developers experimenting with MCP-based email automation

Dev low

clawdbotworker/imagegen-mcp

Various

clawdbotworker/imagegen-mcp — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers building AI agents or chatbots that need to produce images as part of their responses

Dev low

ClickHouse/mcp-clickhouse

Various

Connect ClickHouse to your AI assistants.

★ 793 updated 17d ago
open-source

Best for: Developers who want to query ClickHouse data through AI assistants or build natural language interfaces on top of ClickHouse.

Dev low

Claynsn/agent-discovery-mcp

Various

MCP server for ERC-8004 agent discovery + x402 payment. No smart account, no relay — just EOA signing. Works with Claude Code, OpenClaw, Cursor, Cline.

★ 3 updated 1mo ago
open-source

Best for: Developers building onchain agent discovery and payment systems with minimal dependencies

Dev low

clicks-protocol/mcp-server

Various

Autonomous yield for AI agents on Base. 80% liquid, 20% earning. No lockup. One SDK call.

★ 1 updated 1mo ago
open-source

Best for: AI agents needing low-friction yield on Base with liquidity.

Dev low

clouatre-labs/math-mcp-learning-server

Various

Educational MCP server with math operations, matrix algebra, data visualization, and persistent workspace

★ 4 updated 19d ago
open-source

Best for: Developers and students learning math concepts through hands-on MCP server interaction

Dev low

cloudbet/sports-mcp-server

Various

Cloudbet Sports Data MCP Server

★ 13 updated 11mo ago
open-source

Best for: Developers building AI-driven sports data applications using the Model Context Protocol

Dev low

Cloudflare MCP Server

Cloudflare

Expose the full Cloudflare platform as MCP tools — Workers, KV, R2, D1, DNS, and Workers AI for any MCP-compatible agent.

free

Best for: Teams building or operating applications on the Cloudflare edge who want agents to drive deployments, storage, DNS, and AI workloads end to end

Dev low

cmcgrabby-hue/syndicate-links

Various

cmcgrabby-hue/syndicate-links — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 15d ago
open-source

Best for: Developers experimenting with MCP-based link syndication in small or personal projects

Dev low

co-browser/attestable-mcp-server

Various

Verify that any MCP server is running the intended and untampered code via hardware attestation.

★ 18 updated 24d ago
open-source

Best for: Developers deploying MCP servers in zero-trust or compliance-sensitive environments where code tampering is a risk.

Dev low

cnghockey/sats4ai-mcp-server

Various

MCP server for Sats4AI — the permissionless communication supercharger for humans and AI agents. 40+ Lightning-paid tools: AI phone calls, voice in 602 languages, translation, fax,

★ 0 updated 26d ago
open-source

Best for: AI developers who want permissionless, pay-as-you-go communication tools via MCP

Dev low

co-browser/browser-use-mcp-server

Various

Browse the web, directly from Cursor etc.

★ 822 updated 24d ago
open-source

Best for: Developers using Cursor or other MCP-compatible editors who need quick web access inside their coding workflow

Dev low

cobanov/teslamate-mcp

Various

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

★ 127 updated 23d ago
open-source

Best for: Tesla owners who use TeslaMate and want to query their vehicle data through AI assistants

Dev low

CodeAbra/iai-mcp

Various

The best-benchmarked open-source memory system for AI coding assistants

★ 133 updated 29d ago
open-source

Best for: Developers using AI coding assistants who need reliable, persistent memory across sessions

Dev low

cocaxcode/api-testing-mcp

Various

The most complete MCP server for API testing. 27 tools: requests, assertions, flows, OpenAPI, mock data, load testing, collections, environments, cURL export, response diffing. Zer

★ 2 updated 1mo ago
open-source

Best for: Developers who want a lightweight, zero-config MCP server for API testing

Dev low

codefuturist/email-mcp

Various

Email MCP server with full IMAP + SMTP support — read, search, send, manage, and organize email from any AI assistant via the Model Context Protocol

★ 54 updated 24d ago
open-source

Best for: Developers who want to give an MCP-compatible AI assistant direct access to a personal or work email account

Dev low

codeislaw101/katzilla

Various

codeislaw101/katzilla — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers exploring MCP servers for AI agent integration and seeking open-source building blocks

Dev low

CodeLogicIncEngineering/codelogic-mcp-server

Various

An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.

★ 36 updated 19d ago
open-source

Best for: Teams already using CodeLogic who want to query dependency graphs through an AI assistant

Dev low

CoderGamester/mcp-unity

Various

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

★ 1,737 updated 16d ago
open-source

Best for: Developers using AI coding assistants to interact with Unity Editor

Dev low

codeurali/mcp-dataverse

Various

MCP server for Microsoft Dataverse Web API for devs !

★ 9 updated 1mo ago
open-source

Best for: Developers building AI agents that need to interact with Microsoft Dataverse data.

Dev low

codex-data/codex-mcp

Various

A Model Context Protocol server for the Codex API

★ 24 updated 1y ago
open-source

Best for: Developers building AI agents that need to access Codex API data

Dev low

Coding-Solo/godot-mcp

Various

MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.

★ 3,965 updated 1mo ago
open-source

Best for: Game developers using Godot who want AI assistance for editing and debugging

Dev low

coinpaprika/dexpaprika-mcp

Various

DexPaprika MCP server allows access real-time and historical data on crypto tokens, DEX trading activity, and liquidity across multiple blockchains. It enables natural language que

★ 40 updated 22d ago
open-source

Best for: Developers and analysts who want conversational access to multi-chain DeFi data

Dev low

colapsis/transfa

Various

WeTransfer for agents. Dead-simple file sharing CLI for AI agents and developers.

★ 14 updated 29d ago
open-source

Best for: Developers and AI agents needing a minimalist CLI file sharing tool

Dev low

Comet-ML/Opik-MCP

Various

Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.

★ 206 updated 12d ago
open-source

Best for: Developers using Opik for LLM observability who want to stay in their IDE

Dev low

competlab/competlab-mcp-server

Various

Competitive intelligence MCP server — monitor competitors and track how AI ranks your brand

★ 0 updated 22d ago
open-source

Best for: Developers building AI assistants or agents that need real-time competitive monitoring data

Dev low

conan-io/conan-mcp

Various

Model Context Protocol server for Conan

★ 8 updated 4mo ago
open-source

Best for: Teams adding agentic automation to existing Conan-based C/C++ projects

Dev low

conarti/mattermost-mcp

Various

Mattermost MCP server to enable Claude to interact with Mattermost Workspaces

★ 2 updated 5mo ago
open-source

Best for: Developers using Claude who need to connect it to Mattermost workspaces

Dev low

ConechoAI/openai-websearch-mcp

Various

openai websearch tool as mcp server

★ 89 updated 9mo ago
open-source

Best for: Developers creating MCP-compatible AI agents that need web search capabilities

Dev low

ConfigCat/mcp-server

Various

Official ConfigCat Model Context Protocol (MCP) Server

★ 16 updated 25d ago
open-source

Best for: Developers using ConfigCat who want to manage feature flags through AI assistants or MCP-based tools

Dev low

confluentinc/mcp-confluent

Various

🐍 ☁️ - Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.

★ 157 updated 12d ago
open-source

Best for: Developers building AI agents that need to interact with Confluent Kafka clusters

Dev low

Connectry-io/connectrylab-architect-cert-mcp

Various

Free certification prep for the Claude Certified Architect exam. 390 questions. Spaced repetition. Zero sycophancy.

★ 22 updated 2mo ago
open-source

Best for: Developers studying for the Claude Certified Architect exam who prefer unfiltered practice questions.

Dev low

connerlambden/bgpt-mcp

Various

Scientific paper search API for AI agents: REST, Python, OpenAPI, and MCP with structured full-text evidence.

★ 24 updated 18d ago
open-source

Best for: Developers building AI agents that need structured access to scientific papers

Dev low

connerlambden/helium-mcp

Various

MCP server for real-time news with bias scoring, live stock/ETF/crypto data, AI options pricing, balanced news synthesis, and meme search. 10 tools, 5000+ sources, free tier.

★ 6 updated 17d ago
open-source

Best for: Developers who need a lightweight MCP plugin for real-time financial news with bias analysis and market data

Dev low

conorbronsdon/gws-mcp-server

Various

MCP server that exposes Google Workspace CLI (gws) as Model Context Protocol tools

★ 4 updated 1mo ago
open-source

Best for: Developers building MCP-based AI agents that need basic Google Workspace automation

Dev low

conorbronsdon/substack-mcp

Various

MCP server for Substack — read posts, manage drafts. No publish or delete by design.

★ 5 updated 1mo ago
open-source

Best for: Developers who want to read Substack content or manage drafts programmatically without publishing

Dev low

ConstantineB6/comfy-pilot

Various

MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows

★ 197 updated 3mo ago
open-source

Best for: Developers who want to use Claude Code to automate or modify ComfyUI workflows programmatically

Dev low

Contentrain/ai

Various

Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, and structured content from Git.

★ 3 updated 1mo ago
open-source

Best for: Developers managing content for AI agents within Git-based projects

Dev low

context-rot-detection

Various

Context Rot Detection & Healing MCP Service — gives AI agents self-awareness about their cognitive state

★ 10 updated 3mo ago
open-source

Best for: Developers building AI agents that need to maintain long-term context coherence

Dev low

ContextPulse/contextpulse

Various

Always-on context for AI agents: screen capture, OCR, voice, MCP server. Local-first, AGPL-3.0.

★ 0 updated 19d ago
open-source

Best for: Developers building privacy-focused local AI agents that require continuous desktop context

Dev low

contextstream/mcp-server

Various

📇 ☁️ 🍎 🪟 🐧 - Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor

open-source

Best for: Developers using AI coding assistants who need long-term project memory and semantic code understanding

Dev low

conversation-handoff-mcp

Various

MCP server for transferring conversation context between AI chats and projects

★ 4 updated 1mo ago
open-source

Best for: Developers building multi-session AI workflows that need to preserve conversation context across different tools or projects.

Dev low

conviction-fm/conviction-mcp

Various

Strategy competition for AI agents. MCP server + CLI for conviction.fm

★ 0 updated 2mo ago
open-source

Best for: Developers building or testing AI agents in competitive strategy environments

Dev low

copperline-labs/rendex-mcp

Various

MCP server for Rendex — capture screenshots, generate PDFs, and render HTML to images of any webpage via AI agents. Claude, Cursor, Windsurf compatible.

★ 2 updated 13d ago
open-source

Best for: Developers building AI agents that need visual webpage capture or PDF generation

Dev low

corbym/backlog-mcp

Various

corbym/backlog-mcp — indexed from awesome-mcp-servers-punkpeye

★ 2 updated 26d ago
open-source

Best for: Developers already using Backlog who want to automate tasks via MCP-compatible AI tools

Dev low

corebasehq/coremcp

Various

CoreMCP: Connect Legacy Databases to AI Agents via Model Context Protocol. Open-source bridge for LLM data analysis.

★ 3 updated 17d ago
open-source

Best for: Developers needing to connect legacy databases to AI agents via MCP

Dev low

coreyhines/opnsense-mcp

Various

coreyhines/opnsense-mcp — indexed from awesome-mcp-servers-punkpeye

★ 4 updated 28d ago
open-source

Best for: Developers automating OPNsense firewall management through AI interfaces

Dev low

costajohnt/oss-autopilot

Various

Claude Code plugin — AI-powered autopilot for managing open source contributions. Track PRs, respond to maintainers, discover issues, maintain velocity.

★ 9 updated 17d ago
open-source

Best for: Open source contributors using Claude Code who want to streamline their workflow

Dev low

Couchbase-Ecosystem/mcp-server-couchbase

Various

MCP Server to interact with data in Couchbase Clusters

★ 32 updated 12d ago
open-source

Best for: Developers building AI agents that need to read or write data in Couchbase clusters

Dev low

cqfn/aibolit-mcp-server

Various

MCP Server for Aibolit Java Static Analyzer: Helping Your AI Agent Identify Hotspots for Refactoring

★ 26 updated 2mo ago
open-source

Best for: Java developers who want to use AI coding agents to detect refactoring hotspots

Dev low

cqtrinv/trinvmcp

Various

a MCP server for TRINV

★ 1 updated 8mo ago
open-source

Best for: Developers experimenting with MCP who need to connect AI tools to TRINV data sources

Dev low

cr7258/elasticsearch-mcp-server

Various

A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.

★ 285 updated 22d ago
open-source

Best for: Developers who want to add Elasticsearch or OpenSearch query and management capabilities to MCP-based AI agents.

Dev low

Crawleo/Crawleo-MCP

Various

Crawleo MCP Server - Real-Time Web Knowledge for AI Crawleo's Model Context Protocol (MCP) server enables AI assistants like Claude to access real-time web data directly through na

★ 10 updated 5mo ago
open-source

Best for: Developers building AI assistants that need live web data access

Dev low

cryptobriefing/gloria-mcp

Various

MCP server for Gloria AI — real-time curated crypto news with sentiment, recaps, and search for AI agents

★ 0 updated 3mo ago
open-source

Best for: Developers building AI agents that need curated crypto news and sentiment data

Dev low

creatorrmode-lead/avp-sdk

Various

Action Control for autonomous agents. Check posture. Gate risky actions. Prove execution. Fits your existing agent stack.

★ 11 updated 12d ago
open-source

Best for: Developers building autonomous agents who need a simple action control layer for safety and auditability.

Dev low

CryptoRugMunch/rug-munch-mcp

Various

MCP server for Marcus Rug Intel — 19 tools for crypto token risk analysis, rug pull detection, and AI forensics. Works with Claude Desktop, Cursor, Windsurf.

★ 0 updated 2mo ago
open-source

Best for: Developers and analysts building AI-assisted crypto token risk assessment into their development environments

Dev low

cryptosquanch/legends-mcp

Various

Chat with legendary founders & investors via MCP. No API key required!

★ 5 updated 5mo ago
open-source

Best for: Developers curious about MCP who want a quick, free demo with a fun twist

Dev low

crystaldba/postgres-mcp

Various

Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.

★ 2,831 updated 4mo ago
open-source

Best for: Developers who want to give AI agents structured and safe access to PostgreSQL databases

Dev low

CSCSoftware/AiDex

Various

MCP Server for persistent code indexing. Gives AI assistants (Claude, Gemini, Copilot, Cursor) instant access to your codebase. 50x less context than grep.

★ 34 updated 13d ago
open-source

Best for: Developers using AI coding assistants who work with large codebases and want to minimize context token usage.

Dev low

cseguinlz/doubletick-cli

Various

CLI and MCP server for DoubleTick email read tracking

★ 0 updated 2mo ago
open-source

Best for: Developers who need to programmatically track email opens via DoubleTick, especially in AI agent or automated workflow contexts

Dev low

csjoblom/musclesworked-mcp

Various

MCP server for exercise-to-muscle mapping. 856 exercises, 65 muscles, 14 muscle groups with primary/secondary/stabilizer activation data.

★ 2 updated 3mo ago
open-source

Best for: Developers building fitness or workout applications that need detailed exercise-to-muscle relationship data

Dev low

cswkim/discogs-mcp-server

Various

MCP Server for Discogs

★ 103 updated 18d ago
open-source

Best for: Developers building AI assistants or tools that need to look up music metadata from Discogs.

Dev low

cturkieh/france-data-mcp

Various

MCP TypeScript qui croise 6 référentiels publics FR (INSEE SIRENE, FINESS, RPPS, Ameli, IGN, DINUM) — détecte les SIRET fermés invisibles côté DREES via pivot SIRET élargi + scorin

★ 1 updated 12d ago
open-source

Best for: Developers building French administrative data tools or AI assistants that need cross-referenced public registry data

Dev low

currents-dev/currents-mcp

Various

Currents MCP Server

★ 17 updated 15d ago
open-source

Best for: Developers using Currents for Cypress testing who want AI agents to access test data

Dev low

Custodia-Admin/pagebolt-mcp

Various

An MCP server to allow AI agents to interact with PageBolt to take screenshots, grab PDFs, and more.

★ 2 updated 12d ago
open-source

Best for: Developers building AI agents that need automated web page capture capabilities

Dev low

cuthongthai-vn/vimo-mcp-server

Various

VIMO — Vietnam Financial Intelligence

★ 0 updated 1mo ago
open-source

Best for: Developers building AI integrations for VIMO's Vietnamese financial services

Dev low

cuttalo/depscope

Various

DepScope — Package Intelligence for AI Agents. 22 MCP tools, 19 ecosystems, free, no auth. https://depscope.dev

★ 1 updated 1mo ago
open-source

Best for: Developers building AI agents that need package intelligence across multiple ecosystems

Dev low

cyberchitta/llm-context.py

Various

Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes

★ 301 updated 17d ago
open-source

Best for: Developers who regularly share code with LLMs for review, documentation, or refactoring tasks.

Dev low

Cyberweasel777/botindex-mcp-server

Various

Cyberweasel777/botindex-mcp-server — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 2mo ago
open-source

Best for: Developers exploring MCP-based bot indexing solutions in JavaScript

Dev low

cyclops-ui/mcp-cyclops

Various

Model Context Protocol server for Cyclops

★ 30 updated 11mo ago
open-source

Best for: Kubernetes developers using Cyclops who want MCP-based automation

Dev low

cyntrisec/cyntrisec-cli

Various

Historical AWS analysis CLI; not a current Cyntrisec product

★ 3 updated 1mo ago
open-source

Best for: Developers needing a basic, no-frills AWS analysis CLI for legacy or one-off audits

Dev low

@czagents/cnb

Various

Open-source Model Context Protocol servers for Czech government & business data: ARES, ČNB, EU+OFAC sanctions, ISIR insolvency, and a unified due-diligence aggregator.

★ 2 updated 12d ago
open-source

Best for: Developers building MCP-based tools for Czech due diligence or compliance automation

Dev low

czottmann/kagi-ken-mcp

Various

Unofficial MCP server for working with Kagi without API access (you'll need to be a customer). Searches and summarizes. Uses Kagi session token for easy authentication. Works well

★ 39 updated 3mo ago
open-source

Best for: Kagi subscribers who want to give their MCP-compatible agents search and summarization abilities

Dev low

dagger/container-use

Various

Development environments for coding agents. Enable multiple agents to work safely and independently with your preferred stack.

★ 3,808 updated 3mo ago
open-source

Best for: Developers building multi-agent systems that need isolated, reproducible environments

Dev low

Daghis/teamcity-mcp

Various

Model Context Protocol (MCP) server for JetBrains TeamCity: control builds, tests, agents and configs from AI coding assistants.

★ 25 updated 12d ago
open-source

Best for: Developers and teams using JetBrains TeamCity who want to control CI/CD workflows through AI assistants

Dev low

Daichi-Kudo/llm-advisor-mcp

Various

Daichi-Kudo/llm-advisor-mcp — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 3mo ago
open-source

Best for: Developers experimenting with MCP-based advisory tools for LLM guidance

Dev low

daiji-sshr/redmine-mcp-stateless

Various

> A stateless & SSE-ready MCP server for Redmine. Supports shared team deployment with per-request credential handling.

★ 0 updated 2mo ago
open-source

Best for: Teams needing a stateless, SSE-capable Redmine integration for AI toolchains

Dev low

daisys-ai/daisys-mcp

Various

The Daisys mcp server

★ 13 updated 10mo ago
open-source

Best for: Developers experimenting with MCP integration into the Daisy's AI ecosystem

Dev low

damientilman/mailchimp-mcp-server

Various

Full Mailchimp Marketing API for Claude — 112 tools across campaigns, audiences, reports, segments, automations and e-commerce. Read-only and dry-run safety modes.

★ 13 updated 28d ago
open-source

Best for: Developers integrating Mailchimp with Claude for marketing automation

Dev low

dan1d/cobroya

Various

Mercado Pago tool connector for AI agents, Telegram, WhatsApp and automation platforms

★ 1 updated 3mo ago
open-source

Best for: Developers building chat bots or AI agents that need to accept payments via Mercado Pago

Dev low

dan1d/dolar-mcp

Various

Argentine exchange rates MCP server. Dollar blue, oficial, CCL, crypto and all currencies via DolarAPI.

★ 4 updated 3mo ago
open-source

Best for: Developers building MCP‑based tools or agents that need up‑to‑date Argentine exchange rate data

Dev low

dan1d/mercadolibre-mcp

Various

MercadoLibre MCP server for AI agents. Search products, browse categories, track trends across Latin America.

★ 0 updated 3mo ago
open-source

Best for: Developers building AI agents that need to query MercadoLibre product and trend data for Latin American markets

Dev low

Dan8Oren/mcp-apple-notes

Various

MCP server for Apple Notes — semantic search, folder browsing, and RAG. Works with any MCP client (Claude, Cursor, Windsurf, Cline). Fully local, no API keys.

★ 8 updated 17d ago
open-source

Best for: Developers using Apple Notes who want to integrate its content into AI-assisted coding workflows

Dev low

danhilse/notion_mcp

Various

A simple MCP integration that allows Claude to read and manage a personal Notion todo list

★ 206 updated 1y ago
open-source

Best for: Developers who want Claude to manage their personal Notion tasks

Dev low

danielkennedy1/pdf-tools-mcp

Various

🐍 - PDF download, view & manipulation utilities.

★ 31 updated 1y ago
open-source

Best for: Developers building AI agents that need basic PDF handling capabilities via the Model Context Protocol

Dev low

danmartuszewski/hop

Various

Fast, elegant SSH connection manager with a TUI dashboard and MCP server

★ 51 updated 1mo ago
open-source

Best for: Developers and sysadmins who manage many SSH hosts and prefer terminal-based workflows.

Dev low

Danielpeter-99/calcom-mcp

Various

A FastMCP server for interacting with the Cal.com API. This enables LLMs to manage event types, create bookings, and access Cal.com scheduling data programmatically.

★ 18 updated 1y ago
open-source

Best for: Developers building AI-driven scheduling assistants or calendar automation tools

Dev low

dannote/figma-use

Various

Control Figma from the command line. Full read/write access for AI agents — create shapes, text, components, set styles, export images. 100+ commands.

★ 554 updated 1mo ago
open-source

Best for: Developers automating Figma workflows or building AI agents that interact with Figma

Dev low

DappierAI/dappier-mcp

Various

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents

★ 39 updated 11mo ago
open-source

Best for: Developers building AI agents that require free, real-time access to news and financial data from reputable sources.

Dev low

DareDev256/fcpxml-mcp-server

Various

🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.

★ 48 updated 1mo ago
open-source

Best for: Developers building automated video editing pipelines or prototyping natural language interfaces for Final Cut Pro

Dev low

darktw/chatpipe-mcp

Various

Publish live web pages from your AI coding agent — instant shareable URLs from your terminal.

★ 0 updated 2mo ago
open-source

Best for: Developers using AI coding agents who need to quickly share live web pages from their terminal

Dev low

darktw/usecortex-mcp

Various

UseCortex MCP Server — Give your AI coding agent a persistent memory. Read and write knowledge from any tool.

★ 0 updated 2mo ago
open-source

Best for: Developers building AI coding agents that need a lightweight persistent memory solution

Dev low

Data-Everything/mcp-server-templates

Various

A flexible platform that provides Docker & Kubernetes backends, a lightweight CLI (mcpt), and client utilities for seamless MCP integration. Spin up servers from templates, route r

★ 18 updated 9mo ago
open-source

Best for: Developers building MCP-based services who need a quick, configurable deployment and routing layer

Dev low

DataEval/dingo

Various

Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool

★ 706 updated 12d ago
open-source

Best for: Developers building AI pipelines who need a unified evaluation tool for data, models, and applications.

Dev low

datalayer/jupyter-mcp-server

Various

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

★ 1,134 updated 1mo ago
open-source

Best for: Developers building AI agents that need to interact with Jupyter notebooks

Dev low

davegomez/fizzy-mcp

Various

MCP server for Fizzy task management

★ 2 updated 3mo ago
open-source

Best for: Developers exploring MCP integrations with Fizzy task management

Dev low

davidan90/time-node-mcp

Various

MCP server for timezone-aware date and time operations

★ 4 updated 10mo ago
open-source

Best for: Developers using MCP-compatible tools who need reliable timezone-aware date and time operations

Dev low

Dataring-engineering/mcp-server-trino

Various

MCP Server for Trino

★ 18 updated 1y ago
open-source

Best for: Developers building AI agents that need live SQL access to Trino data sources

Dev low

davewind/mysql-mcp-server

Various

mcp model-context-protocol mysql cursor n8n

★ 12 updated 26d ago
open-source

Best for: Developers prototyping AI agents that need simple MySQL access via MCP

Dev low

davidlandais/ovh-api-mcp

Various

MCP server for the OVH API — explore and execute any OVH endpoint from Claude, Cursor, or any MCP-compatible LLM client. Built in Rust.

★ 0 updated 12d ago
open-source

Best for: Developers who want to control OVH infrastructure through conversational LLM tools.

Dev low

davidlin2k/pox-mcp-server

Various

A Model Context Protocol (MCP) server for the POX SDN controller

★ 1 updated 1y ago
open-source

Best for: Developers exploring MCP integration with SDN environments and POX-based network labs

Dev low

davidsimoes/digisign-mcp

Various

MCP server for DigiSign.cz digital signature API — built for Claude Code

★ 0 updated 2mo ago
open-source

Best for: Developers using Claude Code who need to add digital signature functionality from DigiSign.cz

Dev low

Davison-Francis/min8t-sdks

Various

By MiN8T — email infrastructure, design, and deliverability platform. Open-source SDKs + MCP server for DeliverIQ + the MiN8T editor.

★ 0 updated 1mo ago
open-source

Best for: Developers building custom email solutions with design and analytics needs

Dev low

dbt-labs/dbt-mcp

Various

A MCP (Model Context Protocol) server for interacting with dbt.

★ 574 updated 12d ago
open-source

Best for: Data engineers and analysts who want to control dbt workflows from AI assistants without leaving their chat interface.

Dev low

dcostenco/prism-mcp

Various

The Mind Palace for AI Agents - HIPAA-hardened Cognitive Architecture with on-device LLM (prism-coder:7b), Hebbian learning, ACT-R spreading activation, adversarial evaluation, per

★ 142 updated 12d ago
open-source

Best for: Developers building privacy-sensitive, HIPAA-compliant multi-agent systems with on-device LLMs

Dev low

ddsky/gamebrain-api-clients

Various

☁️ - Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).

★ 3 updated 6mo ago
open-source

Best for: Java developers needing quick integration with video game data.

Dev low

ddukbg/github-enterprise-mcp

Various

github-enterprise-mcp

★ 28 updated 9mo ago
open-source

Best for: Developers using GitHub Enterprise who want to connect it to MCP-based AI agents

Dev low

deadletterq/mcp-opennutrition

Various

MCP server providing access to the comprehensive OpenNutrition food database with 300,000+ food items, nutritional data, and barcode lookups

★ 186 updated 1mo ago
open-source

Best for: Developers building MCP-based nutrition or food tracking tools

Dev low

dealx/mcp-server

Various

MCP Server for DealX platform

★ 1 updated 2mo ago
open-source

Best for: Developers who need a quick, MCP‑standard bridge between AI agents and the DealX platform.

Dev low

dearlordylord/huly-mcp

Various

Feature-complete MCP server for Huly platform

★ 32 updated 12d ago
open-source

Best for: Developers building AI assistant integrations for Huly project management

Dev low

debridge-finance/debridge-mcp

Various

MCP server that gives AI agents the ability to execute cross-chain cryptocurrency swaps and transfers via the deBridge protocol

★ 31 updated 2mo ago
open-source

Best for: Developers building AI agents that need native cross-chain token movement

Dev low

debtstack-ai/debtstack-python

Various

Corporate credit data for AI agents — Python SDK, LangChain tools, and MCP server

★ 1 updated 3mo ago
open-source

Best for: Developers building AI agents that need corporate credit data

Dev low

decidefyi/decide

Various

Deterministic refund, cancel, trial, and return policy decisions for support teams. One verdict for humans and AI agents via API + MCP with request-level audit trail.

★ 0 updated 12d ago
open-source

Best for: Support teams needing a consistent, auditable policy engine for common customer service decisions

Dev low

decisionnode/DecisionNode

Various

CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable.

★ 39 updated 1mo ago
open-source

Best for: Developers who want a consistent memory layer across multiple MCP-based coding assistants

Dev low

Declade/lucairn-sdks

Various

Lucairn SDKs — privacy-preserving AI infrastructure clients for TypeScript, Python, Go, and an MCP server

★ 1 updated 14d ago
open-source

Best for: Developers needing privacy-preserving AI infrastructure clients in TypeScript, Python, or Go

Dev low

Declan142/calcnook-mcp-server

Various

MCP server for calcnook — exposes 24 financial calculations to Claude Code, Cursor, Goose, and any MCP-compatible AI agent. Sharia-compliant, 7 countries. uvx calcnook-mcp.

★ 0 updated 29d ago
open-source

Best for: Developers who need sharia-compliant financial calculations inside MCP-based AI agents

Dev low

deficlow/zipp-mcp

Various

Multi-language crypto news MCP server (hosted) — sentiment + importance scoring across 8 languages. Endpoint: https://zippfeed.com/mcp/

★ 0 updated 27d ago
open-source

Best for: Developers who need multi-language crypto news sentiment integrated into MCP-based tools or automated decision systems.

Dev low

delano/postman-mcp-server

Various

An MCP server that provides access to Postman.

★ 150 updated 4mo ago
open-source

Best for: Developers who want AI agents to read Postman collections and environments programmatically.

Dev low

delega-dev/delega-mcp

Various

MCP server for Delega — connect any MCP client to your task API

★ 0 updated 18d ago
open-source

Best for: Developers who use Delega and want to control tasks from MCP-compatible tools

Dev low

delimit-ai/delimit

Various

Govern AI coding across Claude Code, Codex, Cursor, and Gemini CLI. Breaking-change detection, deploy gates, and multi-model consensus — delivered as MCP server, CLI, and GitHub Ac

★ 17 updated 17d ago
open-source

Best for: Teams wanting to add governance and safety checks when using multiple AI coding assistants.

Dev low

delmas41/gradusnotation

Various

Open music notation MCP server for AI agents. Render JSON scores to SVG, MusicXML, and MIDI. Sponsored by Gradus School of Music Composition.

★ 0 updated 15d ago
open-source

Best for: AI developers who need to generate or transform music notation programmatically

Dev low

demwick/polymarket-agent-mcp

Various

The most comprehensive MCP server for Polymarket — 48 tools spanning direct trading, market discovery, smart money tracking, copy trading, backtesting, risk management, and portfol

★ 10 updated 16d ago
open-source

Best for: Developers building AI agents to trade or analyze prediction markets on Polymarket

Dev low

dengls24/annota

Various

Annota — AI-Powered Paper Annotation MCP Server. Reads PDFs, highlights findings, explains formulas, writes structured notes.

★ 7 updated 1mo ago
open-source

Best for: Researchers and students who want to automate annotation of academic PDFs via MCP.

Dev low

denismaggior8/enigma-python-mcp

Various

An MCP (Model Context Protocol) server that brings the capabilities of the enigmapython library to LLMs, allowing them to encrypt and decrypt messages using historically accurate E

★ 4 updated 1mo ago
open-source

Best for: Developers who need Enigma cipher functionality in LLM-based tools or educational projects

Dev low

deploy-mcp/deploy-mcp

Various

Universal deployment tracker for AI assistants - check deployment status without leaving your AI chat

★ 7 updated 1mo ago
open-source

Best for: Developers who want to check deployment status from within their AI chat interface

Dev low

depwire/depwire

Various

The missing context layer for AI-assisted refactoring

★ 42 updated 16d ago
open-source

Best for: Developers refactoring complex TypeScript codebases who want to give AI tools better dependency awareness

Dev low

designcomputer/mysql_mcp_server

Various

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

★ 1,275 updated 12d ago
open-source

Best for: Developers who need to give AI models controlled, secure access to MySQL databases using the Model Context Protocol

Dev low

Destrayon/Connapse

Various

Open-source, self-hosted knowledge backend for AI agents — hybrid search (vector + keyword), MCP server, 5 connectors, Docker-ready

★ 13 updated 14d ago
open-source

Best for: Developers seeking a lightweight, self-hosted knowledge backend for AI agents with hybrid search capabilities

Dev low

deusXmachina-dev/memorylane

Various

📇 ☁️ 🏠 🍎 - Desktop app that captures screen activity via event-driven screenshots, stores AI-generated summaries and OCR text locally in SQLite, and exposes your activity histor

★ 122 updated 12d ago
open-source

Best for: Developers and privacy-conscious users who want a local, searchable record of their screen activity.

Dev low

dev-mirzabicer/ticktick-sdk

Various

A comprehensive async Python library for TickTick with MCP support.

★ 135 updated 4mo ago
open-source

Best for: Python developers building async integrations with TickTick and MCP workflows

Dev low

devflowinc/trieve

Various

All-in-one platform for search, recommendations, RAG, and analytics offered via API

★ 2,670 updated 4mo ago
open-source

Best for: Developers building custom AI search and retrieval systems

Dev low

devilcoder01/weather-mcp-server

Various

A simple minimal weather mcp server :)

★ 21 updated 9mo ago
open-source

Best for: Developers who need a quick, minimal weather MCP server for prototyping or personal projects

Dev low

devroopsaha744/TexMCP

Various

A small FastMCP-based Microservice that renders LaTeX to PDF. The server exposes MCP tools to render raw LaTeX or templates and produces artifacts

★ 10 updated 7mo ago
open-source

Best for: Developers who need a simple MCP-based LaTeX-to-PDF renderer for integration with AI tools or pipelines.

Dev low

DigiCatalyst-Systems/dep-diff-mcp

Various

MCP server that reads dependency changelogs and tells you what's risky in an upgrade.

★ 2 updated 1mo ago
open-source

Best for: Developers who want automated changelog-based risk analysis before dependency upgrades

Dev low

diivi/aseprite-mcp

Various

MCP server for interacting with the Aseprite API

★ 183 updated 25d ago
open-source

Best for: Developers building AI tools for pixel art or game asset generation

Dev low

dimpagk92/cellar

Various

Computer Experience Layer — MCP server for native computer use on macOS. Structured perception, reliable actions, continuous awareness.

★ 4 updated 20d ago
open-source

Best for: macOS developers building automation or AI tools that need reliable system interaction

Dev low

discava/mcp-server

Various

discava - The Business Directory for AI - mcp server

★ 0 updated 2mo ago
open-source

Best for: Developers building AI agents that need programmatic access to a business directory via MCP

Dev low

disco-trooper/apple-notes-mcp

Various

MCP server for Apple Notes. Semantic search, full CRUD, works with MCP clients.

★ 5 updated 4mo ago
open-source

Best for: Developers building MCP-based tools that need to interact with Apple Notes

Dev low

discourse/discourse-mcp

Various

MCP client for Discourse sites

★ 58 updated 1mo ago
open-source

Best for: Developers who need to connect AI agents to Discourse forums for automation or data retrieval

Dev low

djalal/quran-mcp-server

Various

Quran.com API integration for verse search, translation and tafsir

★ 66 updated 1y ago
open-source

Best for: Developers building applications that need Quranic verse search, translation, or tafsir functionality

Dev low

dkships/pm-copilot

Various

MCP server that triangulates customer support tickets and feature requests to help PMs decide what to build next

★ 26 updated 12d ago
open-source

Best for: Product managers seeking a lightweight, open source tool to aggregate customer feedback and prioritize features

Dev low

dkvdm/onepassword-mcp-server

Various

An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.

open-source

Best for: Developers who want their AI agents to securely access 1Password-stored secrets without manual copy-paste.

Dev low

dl4rce/flaiwheel

Various

MCP Docs Vector - Documentation vectorization and search via MCP

★ 3 updated 22d ago
open-source

Best for: Developers who need to add vector-based documentation search to MCP-enabled workflows

Dev low

dnaerys/onekgpd-mcp

Various

1000 Genomes Project Dataset MCP Server

★ 0 updated 2mo ago
open-source

Best for: Developers building AI agents that need programmatic access to human genomic variation data

Dev low

dnotitia/akb

Various

AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.

★ 44 updated 12d ago
open-source

Best for: Developers building AI agent systems that need structured, vault-scoped knowledge retrieval

Dev low

docker/hub-mcp

Various

Docker Hub MCP Server

★ 150 updated 17d ago
open-source

Best for: Developers using MCP-based IDEs or assistants who need to query Docker Hub programmatically

Dev low

docs-mcp

ac.tandem

Tandem is the authority layer for AI-first work: runtime authority for agents, tools, memory, approvals, and audit trails.

★ 105 updated 14d ago
open-source

Best for: Developers building secure, auditable AI agent systems that need a runtime authority layer

Dev low

doctorm333/promptpilot-mcp-server

Various

MCP server for PromptPilot.club — generate images, video, and audio via Pollinations API

★ 1 updated 3mo ago
open-source

Best for: Developers experimenting with MCP-based media generation using a free API

Dev low

doggybee/mcp-server-leetcode

Various

A Model Context Protocol (MCP) server for LeetCode that provides access to problems, user data, and contest information through GraphQL

★ 43 updated 1y ago
open-source

Best for: Developers building AI coding assistants that need live LeetCode data

Dev low

doggychip/agentforge

Various

AgentForge — subscription marketplace for AI agents, tools & content. Built for developers and AI agents alike.

★ 0 updated 1mo ago
open-source

Best for: Developers seeking a centralized marketplace to subscribe to AI agents and tools without building them from scratch

Dev low

dodopayments/contextmcp

Various

Self-hosted MCP server for your documentation

★ 48 updated 12d ago
open-source

Best for: Developers who want to give their AI tools access to private or custom documentation

Dev low

dohyung1/x402-fpl-api

Various

MCP server that turns Claude into a Fantasy Premier League analyst. 11 tools: captain picks, transfer suggestions, player comparison, hit calculator, chip strategy, differentials,

★ 4 updated 2mo ago
open-source

Best for: Fantasy Premier League managers who want AI-assisted analysis via Claude

Dev low

DollhouseMCP/mcp-server

Various

A Free, Open Source MCP server for dynamic custom persona management with public a GitHub collection of personas, skills, templates, and other elements for AI models.

★ 34 updated 18d ago
open-source

Best for: Developers building AI applications that need dynamic persona management via MCP

Dev low

dolphinquant/echolon

Various

LLM-agent-native backtest framework for futures research — MCP server, in-package skills, catalogued error codes, typed Pydantic configs. Production engine inside Qorka @ DolphinQu

★ 1 updated 1mo ago
open-source

Best for: Developers building LLM-driven futures trading strategies

Dev low

DomDemetz/claude-soul

Various

Self-correcting learning engine for Claude Code — persistent identity, behavioral pattern tracking, and cross-session memory

★ 83 updated 15d ago
open-source

Best for: Developers using Claude Code who want a consistent, adaptive coding assistant experience

Dev low

domdomegg/airtable-mcp-server

Various

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

★ 443 updated 21d ago
open-source

Best for: Developers building AI assistants that need structured access to Airtable data

Dev low

doobidoo/MCP-Context-Provider

Various

📇 🏠 - Static server that provides persistent tool-specific context and rules for AI models

open-source

Best for: Developers who need a lightweight, repeatable way to inject fixed context into AI tools

Dev low

doobidoo/mcp-memory-service

Various

📇 🏠 - Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation

open-source

Best for: Developers building MCP-based agents that need persistent, searchable memory

Dev low

dorukardahan/domain-search-mcp

Various

Zero-config domain availability MCP for Claude & ChatGPT. AI suggestions, premium/auction detection via GoDaddy, RDAP/WHOIS fallback. Stdio + HTTP.

★ 21 updated 4mo ago
open-source

Best for: Developers who want to search and suggest domain names directly inside an AI chat interface.

Dev low

dorukardahan/twitterapi-docs-mcp

Various

TwitterAPI.io MCP server: offline docs (endpoints, pages, blogs) for Claude and other AI assistants.

★ 5 updated 1mo ago
open-source

Best for: Developers using Claude or other MCP assistants who need offline Twitter API documentation.

Dev low

dot-RealityTest/obsidian-codex-mcp

Various

Local-first Obsidian MCP server for Codex, Claude Desktop, and markdown vault automation.

★ 1 updated 25d ago
open-source

Best for: Developers building custom local-first AI integrations with Obsidian

Dev low

dotemacs/domain-lookup-mcp

Various

Domain Lookup MCP

★ 5 updated 1y ago
open-source

Best for: Developers who need a bare-bones domain lookup tool compatible with MCP and prefer Go-based tools.

Dev low

douglasborthwick-crypto/mcp-server-insumer

Various

MCP server for InsumerAPI — condition-based access infrastructure. 27 tools: attestation, wallet trust profiles, compliance, commerce. ECDSA-signed booleans across 37 chains. Never

★ 0 updated 12d ago
open-source

Best for: Developers building condition-based access or compliance systems on multiple blockchain networks

Dev low

drakonkat/wizzy-mcp-tmdb

Various

The wizzy-mcp-tmdb project is an MCP (Model Context Protocol) server implemented in JavaScript that provides tools to search and retrieve information from The Movie Database (TMDB)

★ 4 updated 8mo ago
open-source

Best for: Developers building AI assistants that need to query movie and TV metadata

Dev low

dragogargo/mcp-sysmon

Various

MCP server for system monitoring — CPU, memory, disk, network, and process management via Claude

★ 1 updated 1mo ago
open-source

Best for: Developers who want to query system status using Claude

Dev low

drhalto/agentmako

Various

Local-first MCP server that gives coding agents structured context packets, code/schema facts, and diagnostics - backed by a local SQLite store.

★ 39 updated 13d ago
open-source

Best for: Developers building local coding agents that need structured context from their codebase

Dev low

drolosoft/go-docs-mcp

Various

📄🐹⚡ Go MCP server for multi-format document access — PDF, TXT, MD, DOCX, CSV, images. Install and Go.

★ 3 updated 25d ago
open-source

Best for: Developers needing a lightweight, multi-format document MCP server in Go

Dev low

drolosoft/immich-photo-manager

Various

📸🧹🗺️ MCP server for intelligent photo management with Immich — search, curate geographic albums, clean up libraries, and publish galleries

★ 18 updated 24d ago
open-source

Best for: Self-hosters using Immich who want geographic organization and library maintenance

Dev low

drumst0ck/uploadkit

Various

File uploads for developers. Done right.

★ 2 updated 26d ago
open-source

Best for: Developers who need a minimal, no-frills file upload library for a small project or prototype.

Dev low

duaraghav8/MCPJungle

Various

One place to manage & connect to all your MCP servers

★ 1,072 updated 24d ago
open-source

Best for: Developers who work with multiple MCP servers and want a GUI to manage them

Dev low

DuhoKim/NebulaMind

Various

The universe, explored by AI agents worldwide. Collaborative astronomy wiki with open API.

★ 1 updated 1mo ago
open-source

Best for: Developers building astronomy applications or AI agents needing celestial data

Dev low

Dumpling-AI/mcp-server-dumplingai

Various

MCP (Model Context Protocol) server for Dumpling AI

★ 30 updated 11mo ago
open-source

Best for: Developers who need an MCP-compatible gateway to Dumpling AI services.

Dev low

duriantaco/skylos

Various

Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to https://duriantac

★ 446 updated 14d ago
open-source

Best for: Teams wanting a self-hosted, privacy-focused pre-merge check that catches security and quality issues in pull requests

Dev low

dynatrace-oss/dynatrace-mcp

Various

MCP server for Dynatrace Observability

★ 115 updated 12d ago
open-source

Best for: Teams already using Dynatrace who want to query observability data through AI assistants

Dev low

eat-pray-ai/yutu

Various

The AI-powered toolkit that grows your YouTube channel on autopilot.

★ 466 updated 13d ago
open-source

Best for: Developers and content creators who want to automate repetitive YouTube channel tasks via the command line.

Dev low

ebbfijsf/agent-reader

Various

ebbfijsf/agent-reader — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers who need to give AI agents safe, read-only access to local project files

Dev low

echojobsio/jdl-mcp-server

Various

MCP server for JobDataLake — search 1M+ enriched job listings from AI tools

★ 0 updated 1mo ago
open-source

Best for: Developers building MCP-based AI tools that need to search or analyze a broad set of job postings.

Dev low

echology-io/decompose

Various

The missing cognitive primitive for AI agents. Decompose any text into classified semantic units — authority, risk, attention, entities. No LLM. Deterministic.

★ 9 updated 20d ago
open-source

Best for: Developers building deterministic text decomposition components for AI agents without using LLMs

Dev low

edgarriba/prolink

Various

🐍 ☁️ 🏠 🍎 🪟 🐧 - Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and transaction between AI agents

open-source

Best for: Developers building multi-agent systems that need automated discovery and negotiation between agents

Dev low

edge-claw/mood-booster-agent

Various

edge-claw/mood-booster-agent — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 2mo ago
open-source

Best for: Developers wanting a playful, low-effort MCP server to lighten their coding environment

Dev low

edgedelta/edgedelta-mcp-server

Various

Edge Delta MCP Server

★ 5 updated 1mo ago
open-source

Best for: Developers building AI agents that need programmatic access to Edge Delta observability data

Dev low

edwinbernadus/nocodb-mcp-server

Various

nocodb mcp server

★ 71 updated 2mo ago
open-source

Best for: Developers building AI assistants that need to interact with NocoDB databases

Dev low

edobusy/agenthold

Various

Shared versioned state for multi-agent AI workflows. An MCP server.

★ 1 updated 1mo ago
open-source

Best for: Developers prototyping multi-agent systems who need simple shared versioned state via MCP.

Dev low

efforthye/fast-filesystem-mcp

Various

A high-performance Model Context Protocol (MCP) server that provides secure filesystem access for Claude and other AI assistants.

★ 56 updated 21d ago
open-source

Best for: Developers who need a fast, secure filesystem bridge for AI assistants using the Model Context Protocol

Dev low

effytech/freshdesk-mcp

Various

MCP server created for Freshdesk, allowing AI models to interact with Freshdesk modules

★ 60 updated 8mo ago
open-source

Best for: Developers building AI assistants that need to manage Freshdesk support tickets

Dev low

efremidze/swift-patterns-mcp

Various

An MCP server providing curated Swift and SwiftUI best practices from leading iOS sources.

★ 9 updated 16d ago
open-source

Best for: iOS developers using AI coding assistants that support MCP

Dev low

einiba/canyougrab-api

Various

MCP server for confidence-scored domain availability checking via CanYouGrab.it

★ 0 updated 20d ago
open-source

Best for: Developers who need a trustable, API-backed domain availability check inside an MCP pipeline.

Dev low

eirikb/any-cli-mcp-server

Various

Convert any (whatever) CLI to proper MCP server with tools mapped based on CLI help

★ 18 updated 9mo ago
open-source

Best for: Developers who need a quick way to expose legacy or custom CLIs as MCP tools without writing a dedicated server.

Dev low

ejcho623/agent-breadcrumbs

Various

Cross-platform agent logging and observability

★ 3 updated 3mo ago
open-source

Best for: Developers building experimental agent systems who need basic logging

Dev low

ejentum/ejentum-mcp

Various

MCP server for the Ejentum API. 8 cognitive operations across 4 harnesses (reasoning, code, anti-deception, memory) in dynamic and adaptive modes.

★ 8 updated 13d ago
open-source

Best for: Developers building MCP-compatible agents that need lightweight cognitive guardrails

Dev low

ejwhite7/brandkit-mcp

Various

Open-source MCP server that gives AI tools native access to your company's design system — drop in your brand files, connect to Claude or any LLM tool

★ 0 updated 16d ago
open-source

Best for: Teams wanting to embed brand design system rules into AI workflows.

Dev low

ekkyarmandi/ticktick-mcp

Various

TickTick MCP for managing your To-Do using AI

★ 13 updated 1mo ago
open-source

Best for: Developers using AI assistants who need to automate personal task management in TickTick

Dev low

ekas-io/open-sales-stack

Various

MCP and tools for various tasks related to ekas

★ 1 updated 2mo ago
open-source

Best for: Developers looking to automate tasks within the ekas platform using MCP protocols

Dev low

elementfm/mcp

Various

elementfm / mcp · GitLab

open-source

Best for: Developers working with Element FM who need MCP integration and are willing to explore the repository for further details

Dev low

elestirelbilinc-sketch/vap-showcase

Various

Media Execution Control Layer for AI Agents. Reserve-execute-burn/refund pattern. FFmpeg post-processing (format conversion, audio normalization) Supports Flux2 Pro, Veo 3.1, Suno

★ 0 updated 4mo ago
open-source

Best for: Developers prototyping agent-based media generation pipelines with built-in execution control

Dev low

elevy99927/devops-mcp-webui

Various

Bridge connecting OpenWebUI to Kubernetes clusters via MCP protocol

★ 2 updated 7mo ago
open-source

Best for: Developers exploring natural language interfaces for Kubernetes management within OpenWebUI

Dev low

elhamid/llm-council

Various

LLM Council works together to answer your hardest questions

★ 5 updated 3mo ago
open-source

Best for: Developers exploring multi-model reasoning or needing higher confidence on hard questions

Dev low

elie222/inbox-zero

Various

The world's best AI personal assistant for email. Open source app to help you reach inbox zero fast.

★ 11,071 updated 12d ago
open-source

Best for: Developers building custom AI-powered email automation tools

Dev low

eliottreich/taskbounty-mcp-server

Various

MCP server for TaskBounty. Post AI-fixable bug bounties or pick them up. Funded in USD via Stripe, paid in USDC, ETH, or BTC.

★ 0 updated 13d ago
open-source

Best for: Developers who want to monetize AI bug fixes using cryptocurrency payouts.

Dev low

ellmos-ai/ellmos-codecommander-mcp

Various

Developer-focused MCP server with 17 tools for code analysis, JSON repair, import management, Markdown export, diffs and regex testing

★ 2 updated 16d ago
open-source

Best for: Developers who want a compact MCP server with multiple code utilities for local or experimental use

Dev low

elisymlabs/elisym

Various

Open infrastructure for AI agents to discover and pay each other

★ 13 updated 12d ago
open-source

Best for: Developers experimenting with autonomous agent economies and decentralized agent coordination

Dev low

ellmos-ai/n8n-manager-mcp

Various

MCP server for n8n workflow management -- view, create, sync, and manage n8n workflows via AI assistants

★ 1 updated 13d ago
open-source

Best for: Developers who want to manage n8n workflows through AI assistants using the Model Context Protocol

Dev low

Elmoaid/TempoGraph

Various

Your AI agent finds the right files. Every time. Code graph context engine with 24 MCP tools — 170+ languages, triple search, +27% F1 improvement.

★ 1 updated 1mo ago
open-source

Best for: Developers building AI agents that need precise file retrieval in polyglot codebases.

Dev low

elvismdev/mem0-mcp-selfhosted

Various

Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.

★ 87 updated 3mo ago
open-source

Best for: Developers who want a self-hosted, privacy-controlled memory backend for Claude Code

Dev low

Emanuele94/SimBrief-MCPServer

Various

Query SimBrief with your LLM

★ 0 updated 1mo ago
open-source

Best for: Developers building AI assistants for flight simulation who need a quick MCP server to access SimBrief data

Dev low

Embassy-of-the-Free-Mind/sourcelibrary-v2

Various

The world's largest library of translated ancient texts. AI-powered OCR and translation of Renaissance and early modern manuscripts.

★ 3 updated 12d ago
open-source

Best for: Developers building AI applications that need programmatic access to translated historical manuscripts via MCP

Dev low

EmblemCompany/Agent-skills

Various

Official skill collection for EmblemAI agents — 200+ crypto tools across 7 blockchains

★ 10 updated 29d ago
open-source

Best for: Developers building EmblemAI agents that need ready-made crypto capabilities across multiple blockchains.

Dev low

embeddedlayers/mcp-analytics

Various

[BETA — v2 rebuild] MCP server for data analytics — Shopify, Stripe, CSV, forecasting, ML. Works in Claude, Cursor, and any MCP client. Expect rough edges while the rewrite lands.

★ 6 updated 1mo ago
open-source

Best for: Developers building AI-augmented analytics tools who want to experiment with MCP-connected data sources.

Dev low

emicklei/mcp-log-proxy

Various

a web logging proxy for MCP client-server communication

★ 29 updated 15d ago
open-source

Best for: Developers debugging MCP implementations and inspecting protocol flows

Dev low

emicklei/melrose-mcp

Various

MCP server (STDIO) that uses melrose tool to play musical expressions

★ 10 updated 5mo ago
open-source

Best for: Developers who need basic music generation capabilities inside MCP-compatible AI assistants

Dev low

endiagram/mcp

Various

MCP server for EN Diagram — structural analysis for any system. Install: npx @endiagram/mcp

★ 7 updated 1mo ago
open-source

Best for: Developers who need structural analysis within MCP-based workflows

Dev low

endorhq/cli

Various

Endor provides instant, private, sandboxed environments for your favorite services anywhere Node is available. Run MariaDB, PostgreSQL and many more servers securely and in just a

★ 27 updated 11mo ago
open-source

Best for: Developers and AI agents needing instant, disposable database services

Dev low

entanglr/zettelkasten-mcp

Various

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through C

★ 155 updated 1y ago
open-source

Best for: Developers and knowledge workers who want to combine LLM chat interfaces with a Zettelkasten note-taking system.

Dev low

entire-vc/evc-spark-mcp

Various

MCP server for the Spark workflow catalog. Use with Claude, ChatGPT, and other MCP clients

★ 4 updated 21d ago
open-source

Best for: Developers using Spark workflow catalogs who want AI assistant integration via MCP

Dev low

epicsagas/alcove

Various

Alcove is an MCP server that gives AI coding agents on-demand access to your private project docs — BM25 + vector hybrid search for precision retrieval, tree-sitter code indexing s

★ 9 updated 12d ago
open-source

Best for: Teams using MCP-based AI agents who need secure, structured access to private project documentation

Dev low

Epistates/TurboMCP

Various

A full featured, enterprise grade rust MCP SDK

★ 89 updated 17d ago
open-source

Best for: Rust developers building MCP-based tools or services

Dev low

equivault/equivault-mcp

Various

MCP server for EquiVault — AI-powered equity research tools for Claude

★ 0 updated 1mo ago
open-source

Best for: Developers using Claude who need programmatic access to equity research tools.

Dev low

erajasekar/ai-diagram-maker-mcp

Various

erajasekar/ai-diagram-maker-mcp — indexed from awesome-mcp-servers-punkpeye

★ 2 updated 1mo ago
open-source

Best for: Developers exploring MCP integrations who want a basic diagram generation example to fork or learn from.

Dev low

ErebusEnigma/context-memory

Various

Persistent, searchable context storage across Claude Code sessions using SQLite + FTS5

★ 4 updated 3mo ago
open-source

Best for: Developers using Claude Code who need persistent session memory

Dev low

ergut/mcp-bigquery-server

Various

A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a s

★ 140 updated 22d ago
open-source

Best for: Developers who need to give LLMs safe, structured access to BigQuery data

Dev low

ericbrown/project-context-mcp

Various

Give Claude Code instant access to your project's institutional knowledge. Drop docs in .context/, mention them with @, and watch Claude become an expert on your codebase.

★ 4 updated 5mo ago
open-source

Best for: Teams using Claude Code who want to maintain a shared, discoverable project knowledge base.

Dev low

erikhoward/adls-mcp-server

Various

Microsoft Azure Data Lake Storage MCP Server

★ 6 updated 1y ago
open-source

Best for: Developers who need a simple MCP bridge to query or manage files in Azure Data Lake Storage from AI assistants or automated workflows

Dev low

erithwik/mcp-hn

Various

MCP Server for Hackernews

★ 74 updated 11mo ago
open-source

Best for: Developers building AI agents that need programmatic access to Hacker News content

Dev low

ernestocorona/kanboard-mcp

Various

Model Context Protocol (MCP) server for Kanboard — manage projects, tasks, columns, swimlanes, and team work from any MCP-compatible client (Claude Code, Claude Desktop, Cursor, Cl

★ 7 updated 25d ago
open-source

Best for: Teams already using Kanboard who want to interact with it through AI coding assistants or chat interfaces

Dev low

Erodenn/godot-mcp-runtime

Various

A lightweight, zero-footprint TypeScript MCP server that lets AI assistants interact with the Godot 4.x game engine.

★ 30 updated 17d ago
open-source

Best for: Godot developers who want to use AI assistants to automate editor tasks or prototype gameplay logic.

Dev low

Erodenn/fetch-guard

Various

Fetch URLs and return clean, LLM-ready markdown with metadata and layered prompt injection defense. Configurable timeouts, word limits, JS rendering, and link extraction. All-in-on

★ 0 updated 2mo ago
open-source

Best for: Developers needing a secure, configurable web-to-markdown pipeline for LLM workflows

Dev low

escapeboy/agent-fleet-o

Various

Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 450+ MCP tools, human-in-the-loop approvals. Wor

★ 30 updated 12d ago
open-source

Best for: Developers who need a self-hosted multi-agent orchestration platform with visual workflow design and human oversight

Dev low

esignaturescom/mcp-server-esignatures

Various

MCP server for eSignatures (https://esignatures.com)

★ 37 updated 13d ago
open-source

Best for: Developers building AI agents that need to send documents for e-signature without manual steps.

Dev low

espadaw/Agent47

Various

Unified job search for AI agents. MCP server integrating x402, RentAHuman, Virtuals, and more into a single interface for finding work and comparing prices across the agent economy

★ 2 updated 3mo ago
open-source

Best for: Developers building AI agents that need autonomous job searching across multiple agent economy platforms

Dev low

etbars/vibetrader-mcp

Various

Official VibeTrader MCP server enabling AI agents to manage trading bots, portfolios, strategies, and market analysis via natural language.

★ 3 updated 5mo ago
open-source

Best for: Developers building AI agent workflows that need to interact with VibeTrader trading bots and portfolios.

Dev low

espressif/esp-rainmaker-mcp

Various

ESP RainMaker MCP server

★ 16 updated 11mo ago
open-source

Best for: Developers building MCP-based tools or assistants that need to control ESP32 smart home devices

Dev low

ethbak/icon-composer-mcp

Various

Apple Icon Composer CLI & MCP server: create and manipulate .icon bundles and images with Liquid Glass rendering

★ 8 updated 2mo ago
open-source

Best for: macOS developers who need to automate .icon bundle creation and rendering with Liquid Glass effects

Dev low

EthanQC/feishu-user-plugin

Various

飞书 MCP 服务器 + CLI 工具:让 Claude Code/Codex/脚本 直接接管你的飞书工作流 — 84 个工具、3 层鉴权 cookie / 官方 API / OAuth,以你本人身份发消息、读取群和私聊、操作文档 / 多维表格 / 知识库 / 云空间 / 日历 / 任务 / OKR

★ 2 updated 13d ago
open-source

Best for: Developers who need to deeply automate Feishu workflows from AI coding assistants

Dev low

EtienneChollet/ontomics

Various

Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary qu

★ 35 updated 1mo ago
open-source

Best for: Developers working with large codebases who want to reduce LLM costs and speed up agentic search

Dev low

evalstate/mcp-hfspace

Various

MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode.

★ 386 updated 1y ago
open-source

Best for: Developers who want to quickly connect Hugging Face models to Claude Desktop for prototyping or experimentation.

Dev low

etsd-tech/mcp-pointer

Various

MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see.

★ 577 updated 7mo ago
open-source

Best for: Developers using MCP-compatible AI coding tools who need to reference specific UI elements

Dev low

evalstate/mcp-miro

Various

📇 ☁️ - Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.

★ 110 updated 1y ago
open-source

Best for: Developers building AI agents that need to read from or write to MIRO whiteboards

Dev low

Evan-Crx/permisapi-mcp

Various

MCP server officiel pour PermisAPI (1,2 M+ permis de construire FR 2014-2026, Sitadel open data). 10 outils, pip-installable, stdio transport pour Claude Desktop / Cursor / Windsur

★ 0 updated 26d ago
open-source

Best for: Developers building AI workflows that need to query French building permit data

Dev low

evan-moon/firma

Various

Local-first CLI portfolio tracker for overseas investors, with built-in MCP server for Claude

★ 37 updated 13d ago
open-source

Best for: Overseas investors who prefer local data control and want AI-assisted portfolio tracking via Claude

Dev low

evc-team-relay-mcp

Various

MCP server for reading and writing Obsidian vault documents via EVC Team Relay

★ 2 updated 13d ago
open-source

Best for: Developers using EVC Team Relay who want MCP-based access to their Obsidian knowledge base

Dev low

eviscerations/whisper-windows-mcp

Various

Windows-native MCP server for local audio transcription — GPU accelerated via Vulkan, works with Claude Desktop

★ 0 updated 21d ago
open-source

Best for: Windows users who need local GPU-accelerated transcription for Claude Desktop

Dev low

exa-labs/exa-mcp-server

Various

Exa MCP for web search and web crawling!

★ 4,513 updated 22d ago
open-source

Best for: Developers building MCP-based AI agents that need live web data

Dev low

executeautomation/playwright-mcp-server

Various

Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌

★ 5,541 updated 6mo ago
open-source

Best for: Developers building AI-integrated browser automation workflows

Dev low

exoticknight/mcp-file-merger

Various

MCP server for merging multiple files into one

★ 26 updated 9mo ago
open-source

Best for: Developers who need a simple, scriptable way to combine multiple files for LLM input or automated pipelines.

Dev low

ExpertVagabond/solana-mcp-server

Various

Solana MCP server for wallet management, transactions, and program interactions

★ 0 updated 2mo ago
open-source

Best for: Developers building AI agents or tools that need to interact with the Solana blockchain

Dev low

ExpertVagabond/solmail-mcp

Various

MCP server for sending physical mail with Solana cryptocurrency. Colosseum Agent Hackathon submission.

★ 0 updated 2mo ago
open-source

Best for: Developers experimenting with blockchain-based physical mail delivery in agent workflows.

Dev low

eyaltoledano/claude-task-master

Various

An AI-powered task-management system you can drop into Cursor, Lovable, Windsurf, Roo, and others.

★ 27,304 updated 1mo ago
open-source

Best for: Developers using Claude-based code editors who need persistent task tracking across sessions

Dev low

eyalzh/browser-control-mcp

Various

MCP server paired with a browser extension that enables AI agents to control the user's browser.

★ 287 updated 2mo ago
open-source

Best for: Developers who need to give AI agents hands-on browser control for testing or workflow automation

Dev low

eyaushev/swagger-testcase-mcp

Various

MCP server for API testing: generates test cases, validates specs, compares versions, and creates mock data from Swagger/OpenAPI specifications

★ 1 updated 2mo ago
open-source

Best for: Developers who need a lightweight MCP server to quickly generate test cases and validate APIs from OpenAPI specifications.

Dev low

eyloni/pythia-oracle

Various

eyloni/pythia-oracle — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 2mo ago
open-source

Best for: Developers researching obscure or early-stage MCP server projects

Dev low

ezyang/codemcp

Various

Coding assistant MCP for Claude Desktop

★ 1,613 updated 5mo ago
open-source

Best for: Developers using Claude Desktop who want direct file manipulation capabilities in their coding workflow.

Dev low

f4ww4z/mcp-mysql-server

Various

A Model Context Protocol server for MySQL database operations

★ 161 updated 7mo ago
open-source

Best for: Developers building AI agents or assistants that need to interact with MySQL databases

Dev low

fabio-rovai/open-ontologies

Various

AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL t

★ 126 updated 15d ago
open-source

Best for: Rust developers needing a fast, self-contained ontology engine for embedded or server-side use

Dev low

Fabio662/yieldagentx402-sdks

Various

Public SDKs for YieldAgentX402 — MCP server, receipt verifier, CrewAI tools. Custody-free, policy-gated agent execution across 18 chains.

★ 0 updated 25d ago
open-source

Best for: Developers building multi-chain agent systems with policy controls and custody-free constraints

Dev low

FalsifyLab/falsifylab-alpha-mcp

Various

13 live finance MCP tools for AI coding agents (Cursor, Claude Code, Cline, Windsurf). SEC insider clusters, 8-K filings, ETF flows, DeFi yields, Polymarket whales, onchain smart w

★ 0 updated 17d ago
open-source

Best for: AI developers building financial analysis tools or trading assistants

Dev low

FacundoLucci/plsreadme

Various

FacundoLucci/plsreadme — indexed from awesome-mcp-servers-punkpeye

★ 2 updated 2mo ago
open-source

Best for: Developers looking for a bare-bones README generator in the MCP toolchain

Dev low

Fan Token Intel MCP

Various

🐍 ☁️ - 67+ tools for fan token intelligence: whale flows, signal scores, sports calendar, backtesting, DEX trading, social sentiment. SSE transport with Bearer auth.

open-source

Best for: Developers building automated trading or analytics tools for fan token markets

Dev low

fantasieleven-code/callout

Various

fantasieleven-code/callout — indexed from awesome-mcp-servers-punkpeye

★ 2 updated 3mo ago
open-source

Best for: Developers experimenting with MCP servers who need a simple callout implementation

Dev low

FantomaSkaRus1/telegram-bot-mcp

Various

Full-featured Telegram Bot API MCP server with 174 tools for Claude Code and AI agents

★ 3 updated 3mo ago
open-source

Best for: Developers who need a ready-made MCP server to give Claude Code full Telegram Bot API capabilities

Dev low

FastAlertNow/mcp-server

Various

🎖️ 📇 ☁️ - Official Model Context Protocol (MCP) server for FastAlert. This server allows AI agents (like Claude, ChatGPT, and Cursor) to list of your channels and send notificati

★ 1 updated 3mo ago
open-source

Best for: Developers using FastAlert who want their AI agents to send notifications

Dev low

FastMCP

Various

🚀 The fast, Pythonic way to build MCP servers and clients.

★ 25,425 updated 12d ago
open-source

Best for: Python developers building LLM integrations who want to expose tools and data sources via the Model Context Protocol without writing boilerplate.

Dev low

fasuizu-br/brainiall-mcp-server

Various

MCP Server for Brainiall Speech AI - pronunciation assessment, speech-to-text, and text-to-speech

★ 0 updated 3mo ago
open-source

Best for: Developers who need to add Brainiall speech features to MCP-compatible applications

Dev low

fatwang2/search1api-mcp

Various

📇 ☁️ - Search via search1api (requires paid API key)

★ 172 updated 3mo ago
open-source

Best for: Developers building MCP-based AI tools who need straightforward web search without self-scraping

Dev low

FayAndXan/spectrawl

Various

The unified web layer for AI agents. Search (8 engines), stealth browse, auth, and act on 24 platforms. One npm install, self-hosted.

★ 24 updated 3mo ago
open-source

Best for: Developers building AI agents that need to interact with multiple web services and platforms from a single codebase.

Dev low

felippeyann/agentfi

Various

felippeyann/agentfi — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 27d ago
open-source

Best for: Developers browsing the awesome-mcp-servers collection for potential examples.

Dev low

ferdousbhai/investor-agent

Various

A Model Context Protocol server for building an investor agent

★ 330 updated 30d ago
open-source

Best for: Developers creating investor-focused AI agents that use the Model Context Protocol

Dev low

ferdousbhai/tasty-agent

Various

Let Claude manage your tastytrade portfolio.

★ 68 updated 12d ago
open-source

Best for: Developers who want to automate their tastytrade portfolio using natural language commands via Claude.

Dev low

ferdousbhai/wsb-analyst-mcp

Various

MCP server for analyzing WallStreetBets

★ 26 updated 8mo ago
open-source

Best for: Developers building MCP-compatible agents that need WallStreetBets sentiment and stock mention data.

Dev low

fernikolic/clawdentials

Various

📇 ☁️ - Trust layer for AI agent commerce — escrow-protected payments, verifiable reputation scores, and Nostr identity (NIP-05) for agents. Supports USDC, USDT, and BTC (Cashu).

open-source

Best for: Developers building AI agents that need secure, verifiable payments and identity

Dev low

fernsugi/x402-api-server

Various

x402 protocol API server — pay-per-call DeFi data endpoints using USDC micropayments on Base

★ 2 updated 2mo ago
open-source

Best for: Developers building DeFi applications that need pay-per-call data access with USDC micropayments on Base

Dev low

ferodrigop/forge

Various

Terminal MCP server for AI coding agents — spawn, manage, and monitor PTY sessions via the Model Context Protocol

★ 15 updated 2mo ago
open-source

Best for: Developers building AI coding agents that require direct terminal interaction via MCP

Dev low

ferrants/memvid-mcp-server

Various

A Streamable HTTP MCP Server for Memvid

★ 10 updated 11mo ago
open-source

Best for: Developers building AI agents that need to generate short videos programmatically

Dev low

ferrislucas/iterm-mcp

Various

A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance

★ 557 updated 8mo ago
open-source

Best for: Developers on macOS who want AI assistants to execute commands directly in their iTerm terminal

Dev low

feuerdev/keep-mcp

Various

MCP server for Google Keep

★ 77 updated 3mo ago
open-source

Best for: Developers building AI agents that need direct access to Google Keep notes

Dev low

financialdatanet/mcp-server

Various

🐍 🏠 🪟 🐧 - [FinancialData.Net](https://financialdata.net/) MCP server allows you to retrieve end-of-day and intraday stock market data, company financial statements, insider and

open-source

Best for: Developers building AI agents or tools that need programmatic access to stock market and financial data

Dev low

fireproof-storage/mcp-database-server

Various

Store and load JSON documents from LLM tool use

★ 32 updated 1y ago
open-source

Best for: Developers building MCP-based tools or agents that need straightforward, file-backed JSON persistence

Dev low

finmap-org/mcp-server

Various

The finmap.org MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume

★ 10 updated 17d ago
open-source

Best for: Developers needing historical stock data and visualizations from select exchanges via an MCP server

Dev low

firstorderai/authenticator_mcp

Various

A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App.

★ 36 updated 2mo ago
open-source

Best for: Developers building AI agents that need to programmatically handle time-based 2FA codes

Dev low

flipt-io/mcp-server-flipt

Various

📇 🏠 - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).

★ 3 updated 4mo ago
open-source

Best for: Teams already using Flipt who want AI-driven flag management in their development loop

Dev low

flowcore/mcp-flowcore-platform

Various

MCP server for managing and interacting with Flowcore Platform

★ 9 updated 1y ago
open-source

Best for: Developers already using Flowcore who need MCP-based automation or integration

Dev low

flowzap-xyz/flowzap-mcp

Various

MCP server for FlowZap - Create workflow diagrams via AI assistants

★ 4 updated 18d ago
open-source

Best for: Developers who want to quickly generate workflow diagrams using AI assistants

Dev low

flox-foundation/flox-mcp

Various

AI-native framework for building trading systems with polyglot bindings.

★ 213 updated 13d ago
open-source

Best for: Developers building high-performance, multi-language trading systems

Dev low

Fluke-Studio/uk-business-intelligence-mcp

Various

Fluke-Studio/uk-business-intelligence-mcp — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers building UK-specific business analysis or compliance tools

Dev low

flytohub/flyto-core

Various

The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.

★ 272 updated 13d ago
open-source

Best for: Developers building custom AI agent systems that need orchestration and metering

Dev low

flux159/mcp-server-kubernetes

Various

MCP Server for kubernetes management commands

★ 1,400 updated 16d ago
open-source

Best for: Developers building AI agents that need to interact with Kubernetes clusters

Dev low

FoodXDevelopment/foodblock-mcp

Various

A content-addressable protocol for universal food data

★ 0 updated 2mo ago
open-source

Best for: Developers building decentralized or interoperable food data systems

Dev low

For-Sunny/hebbian-mind-enterprise

Various

Enterprise Hebbian neural graph for AI memory - CIPS LLC

★ 5 updated 3mo ago
open-source

Best for: Developers exploring Hebbian learning for simple adaptive memory projects

Dev low

forest6511/secretctl

Various

The simplest AI-ready secrets manager. Local-first, single-binary CLI & Desktop app with MCP integration. Never expose secrets to AI agents.

★ 5 updated 4mo ago
open-source

Best for: Developers who need a lightweight, local secrets manager for AI agent toolchains

Dev low

format37/youtube_mcp

Various

youtube transcriber mcp server

★ 31 updated 10mo ago
open-source

Best for: Developers building MCP‑compatible tools that need quick YouTube audio‑to‑text functionality.

Dev low

forgemeshlabs/disruption-intelligence-mcp

Various

AI-native commercial disruption intelligence for MCP clients and x402-powered agents.

★ 0 updated 18d ago
open-source

Best for: Developers building AI agents or MCP clients that require real-time commercial disruption data

Dev low

fosdickio/binary_ninja_mcp

Various

A Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client.

★ 370 updated 2mo ago
open-source

Best for: Reverse engineers and security researchers who want to use LLMs to interact with Binary Ninja programmatically.

Dev low

fotoetienne/gqai

Various

Turn any GraphQL endpoint into a set of MCP tools

★ 22 updated 1y ago
open-source

Best for: Developers who need to connect GraphQL APIs to MCP-based AI agents quickly

Dev low

foxintheloop/UpTier

Various

MCP-powered task manager that lets Claude AI prioritize your work. Desktop app with Microsoft To Do-style UI, intelligent prioritization strategies (Eisenhower, quick wins, high im

★ 2 updated 3mo ago
open-source

Best for: Developers who want AI-assisted task prioritization with a clean local UI

Dev low

fr0gger/MCP_Security

Various

This is a repository to experiment with MCP for security

★ 47 updated 1y ago
open-source

Best for: Security researchers and developers exploring MCP for security use cases

Dev low

fradser/mcp-server-apple-reminders

Various

MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit

★ 126 updated 17d ago
open-source

Best for: Developers building macOS-native AI agents that need to manage reminders and calendar events

Dev low

freema/firefox-devtools-mcp

Various

Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol

★ 192 updated 16d ago
open-source

Best for: Developers building AI-assisted debugging workflows for Firefox

Dev low

freema/mcp-gsheets

Various

MCP server for Google Sheets - Read, write and manipulate spreadsheets through Claude Desktop

★ 69 updated 1mo ago
open-source

Best for: Developers who want to give Claude Desktop read/write access to Google Sheets

Dev low

freema/mcp-design-system-extractor

Various

MCP (Model Context Protocol) server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adopti

★ 65 updated 4mo ago
open-source

Best for: Teams using Storybook who want to automate design system tasks with AI assistants

Dev low

freema/openclaw-mcp

Various

🦞 MCP server for OpenClaw - secure bridge between Claude.ai and your self-hosted OpenClaw assistant with OAuth2 authentication

★ 170 updated 18d ago
open-source

Best for: Developers who want to securely connect Claude.ai to their own OpenClaw assistant instance

Dev low

FreePeak/db-mcp-server

Various

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

★ 384 updated 1mo ago
open-source

Best for: Developers building AI assistants that need direct, structured database access via the Model Context Protocol

Dev low

@frihet/mcp-server

Various

Official MCP server for Frihet ERP — 52 tools for AI-powered invoicing, expenses, clients, products, quotes, reports, and tax compliance. Works with Claude, Cursor, Windsurf, Cline

★ 6 updated 13d ago
open-source

Best for: Developers and businesses already using Frihet ERP who want to automate tasks via AI assistants

Dev low

Frontier-Compute/zcash-mcp

Various

ZAP1 attestation and proof-verification MCP for Zcash agents. Attestation layer, not a wallet.

★ 0 updated 15d ago
open-source

Best for: Developers building Zcash-aware agents or attestation systems

Dev low

fulcradynamics/fulcra-context-mcp

Various

fulcradynamics/fulcra-context-mcp — indexed from awesome-mcp-servers-punkpeye

★ 5 updated 29d ago
open-source

Best for: Developers experimenting with MCP context servers

Dev low

Fund-z/fundzwatch-mcp

Various

MCP server for FundzWatch.ai -- real-time business events, AI-scored leads, and market intelligence in Claude, Cursor, and Windsurf.

★ 1 updated 2mo ago
open-source

Best for: Developers who want to surface business event data and scored leads inside their AI coding tools.

Dev low

furey/mongodb-lens

Various

🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases

★ 203 updated 1y ago
open-source

Best for: Developers and data analysts who want to interact with MongoDB using conversational AI assistants

Dev low

future-audiences/wikimedia-enterprise-model-context-protocol

Various

🐍 ☁️ - Wikipedia Article lookup API

open-source

Best for: Developers building AI agents that need reliable, on-demand access to Wikipedia content

Dev low

g0t4/mcp-server-commands

Various

Model Context Protocol server to run commands (tool: runProcess)

★ 226 updated 1mo ago
open-source

Best for: Developers who need to run shell commands from MCP-enabled AI assistants in trusted, local environments.

Dev low

g1itchbot8888-del/agent-memory

Various

Memory system for autonomous agents - built by an agent, for agents

★ 6 updated 3mo ago
open-source

Best for: Developers curious about agent-generated tooling or building experimental agent memory prototypes

Dev low

gabrielmaialva33/winx-code-agent

Various

🦀 A high-performance code agent written in Rust, combining the best features of WCGW for maximum efficiency and semantic capabilities.

★ 28 updated 19d ago
open-source

Best for: Developers who need a fast, low-level code agent for automated code transformations and analysis.

Dev low

Gaffx/volatility-mcp

Various

This repo hosts an MCP server for volatility3.x

★ 48 updated 11mo ago
open-source

Best for: Developers building MCP-based forensic automation or integrating memory analysis into larger toolchains

Dev low

gannonh/firebase-mcp

Various

🔥 Model Context Protocol (MCP) server for Firebase.

★ 245 updated 7mo ago
open-source

Best for: Developers building AI agents or tools that need to interact with Firebase through the Model Context Protocol

Dev low

gaoharimran29-glitch/Cybersecurity-MCP-Server

Various

An Open Sourced Model Context Protocol (MCP) Local server that gives Claude real-time cybersecurity reconnaissance capabilities

★ 5 updated 13d ago
open-source

Best for: Security engineers and developers who want to augment Claude with on-premises reconnaissance tools.

Dev low

gaopengbin/cesium-mcp

Various

AI-powered CesiumJS 3D globe control 49 tools for camera, entities, layers, animation & spatial analysis via Model Context Protocol (MCP). Natural language to 3D GIS.

★ 107 updated 1mo ago
open-source

Best for: Developers building AI-assisted 3D GIS applications with CesiumJS

Dev low

Gaoshan0971/digeguigui

Various

滴个龟龟 — Global reptile & exotic pet knowledge base. 633 species, AI identification, genetics calculator, health diagnosis, pricing, blockchain provenance. MCP server with 9 free too

★ 0 updated 19d ago
open-source

Best for: Reptile and exotic pet enthusiasts, breeders, and hobbyists needing a centralized reference and identification tool.

Dev low

garasegae/aiskillstore

Various

Agent-first skill marketplace with USK open standard — MCP server for AI agent skill discovery and installation

★ 1 updated 30d ago
open-source

Best for: Developers building or extending AI agents who need a lightweight skill discovery and installation mechanism.

Dev low

gaudiolab-jp/gaudio-developers-mcp

Various

Gaudio Lab Audio AI MCP Server — Stem Separation, DME Separation, AI Text Sync

★ 0 updated 17d ago
open-source

Best for: Developers integrating audio AI tasks into MCP-based workflows

Dev low

gavelin-ai/mcp

Various

gavelin-ai/mcp — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 1mo ago
open-source

Best for: Developers exploring experimental MCP implementations in JavaScript.

Dev low

gavxm/ani-mcp

Various

MCP server for AniList with taste-aware recommendations, watch analytics, social tools, and full list management.

★ 1 updated 12d ago
open-source

Best for: Developers building AI assistants for anime/manga enthusiasts using AniList

Dev low

gblinproject/GBLIN-MCP

Various

Treasury standard for AI agents on Base. MCP server for GBLIN — park idle USDC in cbBTC/WETH index, JIT-swap for x402 payments.

★ 0 updated 12d ago
open-source

Best for: AI agent developers on Base who need automated treasury and payment management

Dev low

gbrigandi/mcp-server-cortex

Various

MCP Server for Cortex

★ 15 updated 6mo ago
open-source

Best for: Developers building local AI toolchains with Cortex who need a lightweight MCP adapter

Dev low

gbrigandi/mcp-server-wazuh

Various

MCP Server for Wazuh SIEM

★ 210 updated 6mo ago
open-source

Best for: Security teams who want to integrate AI assistant capabilities with their Wazuh SIEM deployment

Dev low

gebalamariusz/cloud-audit

Various

Fast, opinionated AWS security scanner. Curated checks. Zero noise. Copy-paste fixes.

★ 58 updated 18d ago
open-source

Best for: Developers and DevOps engineers needing quick, low-noise AWS security audits with ready-to-use fixes.

Dev low

GeiserX/atlassian-browser-mcp

Various

Browser-backed MCP server wrapping mcp-atlassian with Playwright SSO auth for Atlassian Server/Data Center

★ 2 updated 18d ago
open-source

Best for: Developers needing AI agent access to on-premise Atlassian instances with SSO

Dev low

GeiserX/cashpilot-mcp

Various

MCP Server for CashPilot — monitor passive income earnings, manage services, and control fleet workers via MCP

★ 2 updated 17d ago
open-source

Best for: Developers using CashPilot who want to automate monitoring and management via MCP

Dev low

GeiserX/duplicacy-mcp

Various

MCP Server for Duplicacy — monitor backup status, progress, and health from Prometheus exporter via MCP

★ 1 updated 17d ago
open-source

Best for: Developers already using Duplicacy who want to surface backup health through MCP-compatible tools or Prometheus dashboards

Dev low

GeiserX/genieacs-mcp

Various

MCP Server for GenieACS written in Go

★ 12 updated 17d ago
open-source

Best for: Developers already using GenieACS who want to connect it to MCP-compatible clients or workflows

Dev low

GeiserX/lynxprompt-mcp

Various

MCP Server for LynxPrompt — browse, search, and manage AI configuration blueprints (AGENTS.md, CLAUDE.md) via MCP

★ 1 updated 17d ago
open-source

Best for: Developers already using LynxPrompt who need MCP access to their configuration blueprints.

Dev low

GeiserX/spinnaker-mcp

Various

MCP Server for Spinnaker — manage applications, pipelines, and deployments via the Model Context Protocol

★ 2 updated 19d ago
open-source

Best for: Developers building AI-assisted CI/CD workflows with Spinnaker

Dev low

GeiserX/telegram-archive-mcp

Various

MCP Server for Telegram-Archive — search messages, browse chats, and access archived Telegram history via MCP

★ 4 updated 17d ago
open-source

Best for: Developers building AI tools that need to query archived Telegram data

Dev low

gemy411/multi-research-agents

Various

a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general

★ 16 updated 2mo ago
open-source

Best for: Developers building custom multi-agent research systems in Kotlin

Dev low

genomoncology/biomcp

Various

BioMCP: Biomedical Model Context Protocol

★ 521 updated 19d ago
open-source

Best for: Developers building AI agents that need reliable access to structured biomedical data

Dev low

GenWaveLLC/svgmaker-mcp

Various

Model Context Protocol server for SVGMaker - AI-powered SVG generation and editing. Seamlessly integrate SVG creation into AI workflows.

★ 73 updated 22d ago
open-source

Best for: Developers who want to add SVG generation capabilities to MCP-based agent workflows without building a custom integration.

Dev low

geolabel/geolabel-mcp

Various

MCP server for GeoLabel — GPS coordinates to AI-ready location context

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need location-aware context

Dev low

gerkensm/callcenter.js-mcp

Various

Callcenter.JS AI Voice Agent VOIP Connector, MCP + CLI

★ 21 updated 7mo ago
open-source

Best for: Developers building AI voice agent telephony integrations using Callcenter.JS

Dev low

get-convex/convex-backend

Various

Convex now supports a powerful MCP server that lets you introspect your deployment&#x27;s state, run functions, and read and write data.

open-source

Best for: Developers building on Convex who want to interact with their backend from within their editor or CLI

Dev low

getaegis/aegis

Various

Credential isolation for AI agents. Local-first transparent proxy — your agent never sees your API keys.

★ 11 updated 1mo ago
open-source

Best for: Developers who want to safely run third-party or untrusted AI agents on their own machine

Dev low

getalai/alai-mcp-server

Various

Alai MCP Server

★ 4 updated 1mo ago
open-source

Best for: Developers building custom AI tool integrations using JavaScript and Node.js

Dev low

getAlby/mcp

Various

Connect a bitcoin lightning wallet to your LLM using Nostr Wallet Connect and Model Context Protocol

★ 66 updated 28d ago
open-source

Best for: Developers building AI agents that need to handle Bitcoin micropayments or tipping

Dev low

getalby/nwc-mcp-server

Various

Connect a bitcoin lightning wallet to your LLM using Nostr Wallet Connect and Model Context Protocol

★ 14 updated 11mo ago
open-source

Best for: Developers building AI agents that need to send or receive small Bitcoin payments

Dev low

GetCacheOverflow/CacheOverflow

Various

📇 ☁️ - AI agent knowledge marketplace where agents share solutions and earn tokens. Search, publish, and unlock previously solved problems to reduce token usage and computational

★ 17 updated 3mo ago
open-source

Best for: Developers building AI agents that need to share and reuse problem solutions to save on compute.

Dev low

getmockd/mockd

Various

High-performance, multi-protocol mock server. HTTP, WebSocket, gRPC, MQTT, SSE, GraphQL, SOAP in one binary.

★ 123 updated 26d ago
open-source

Best for: Developers needing a lightweight multi-protocol mock server for testing and prototyping

Dev low

GetMystAdmin/urdb-mcp

Various

GetMystAdmin/urdb-mcp — indexed from awesome-mcp-servers-punkpeye

★ 1 updated 3mo ago
open-source

Best for: Developers exploring MCP integrations with urdb in experimental or proof-of-concept projects

Dev low

getrupt/ashra-mcp

Various

A Model Context Protocol server for Ashra

★ 62 updated 1y ago
open-source

Best for: Developers who self-host Ashra and want to connect AI agents to their personal knowledge base

Dev low

getsentry/sentry-mcp

Various

An MCP server for interacting with Sentry via LLMs.

★ 712 updated 12d ago
open-source

Best for: Developers and ops teams using Sentry who want to interact with error data through chat or AI assistants.

Dev low

gigamori/mcp-run-sql-connectorx

Various

An MCP server that executes SQL via ConnectorX and streams (using Arrow RecordBatch) the result to CSV or Parquet. Supports PostgreSQL, MySQL, MariaDB, SQLite, MS SQL Server, Amazo

★ 1 updated 9mo ago
open-source

Best for: Developers who need to run SQL queries and export results via the MCP protocol

Dev low

girste/mcp-cybersec-watchdog

Various

🐕 Linux security audit tool

★ 50 updated 4mo ago
open-source

Best for: Linux system administrators and security engineers needing a quick, lightweight audit tool.

Dev low

giskard09/argentum-core

Various

ARGENTUM core — karma economy for agents and humans

★ 2 updated 12d ago
open-source

Best for: Developers experimenting with karma-based reputation systems in agent frameworks

Dev low

giskard09/giskard-oasis

Various

A still point for AI agents in fog — return to flow, pay in sats

★ 0 updated 15d ago
open-source

Best for: Developers experimenting with agent recovery and microtransaction mechanisms in AI systems

Dev low

GistPad-MCP

Various

📓 An MCP server for managing your personal knowledge, daily notes, and re-usable prompts via GitHub Gists

★ 195 updated 4mo ago
open-source

Best for: Developers who need a simple, GitHub-based way to manage notes and prompts through MCP-compatible AI assistants.

Dev low

githejie/mcp-server-calculator

Various

A Model Context Protocol server for calculating.

★ 148 updated 1y ago
open-source

Best for: Developers building MCP-based agents that need deterministic arithmetic without relying on LLM math

Dev low

gitea/gitea-mcp

Various

Interactive with Gitea instances with MCP

open-source

Best for: Developers using self-hosted Gitea with AI assistants

Dev low

gitmotion/ntfy-me-mcp

Various

An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)

★ 61 updated 2mo ago
open-source

Best for: Developers who need ntfy notification capabilities within MCP-connected AI agent systems

Dev low

gitkraken/gk-cli

Various

GitKraken CLI Releases and Documentation

★ 410 updated 15d ago
open-source

Best for: Developers already using GitKraken who want a consistent terminal experience

Dev low

GittyBurstein/mermaid-mcp-server

Various

MCP server for generating Mermaid diagrams from projects (local/GitHub) and rendering via Kroki.

★ 13 updated 5mo ago
open-source

Best for: Developers seeking to generate code diagrams via MCP-enabled AI assistants

Dev low

gitopia/gitopia-mcp-server

Various

MCP server for Gitopia

★ 1 updated 2mo ago
open-source

Best for: Developers exploring decentralized git workflows and wanting to connect AI agents via the Model Context Protocol.

Dev low

giuliohome-org/doc-manager

Various

cloud copy-paste content sharing

★ 0 updated 1mo ago
open-source

Best for: Developers needing a minimal, no-frills way to share text snippets across devices

Dev low

giuseppe-coco/Google-Workspace-MCP-Server

Various

🐍 ☁️ 🍎 🪟 🐧 - MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.

★ 29 updated 11mo ago
open-source

Best for: Developers building AI agents or tools that need programmatic access to Google Workspace services

Dev low

gjenkins20/unofficial-fortimonitor-mcp-server

Various

Model Context Protocol (MCP) server for FortiMonitor v2 API integration with AI. 241 tools across 33 modules providing near-complete coverage of the FortiMonitor v2 API.

★ 1 updated 2mo ago
open-source

Best for: Developers needing to connect AI assistants to FortiMonitor for automated network monitoring and management.

Dev low

gjenkins20/webmin-mcp-server

Various

MCP server for managing Linux systems via Webmin's XML-RPC API

★ 3 updated 3mo ago
open-source

Best for: Developers needing to connect AI agents to Webmin-managed Linux servers

Dev low

glaksmono/finbud-data-mcp

Various

AI & Developer centric financial data API

★ 4 updated 11mo ago
open-source

Best for: Developers who need a quick MCP bridge to financial data for AI experiments or small-scale tools

Dev low

glenngillen/mcpmcp-server

Various

Discover, setup, and integrate MCP servers with your favorite clients. Unlock the full potential of AI in your daily workflow.

★ 33 updated 1y ago
open-source

Best for: Developers who want to quickly integrate MCP servers into their AI toolchain

Dev low

GLips/Figma-Context-MCP

Various

MCP server to provide Figma layout information to AI coding agents like Cursor

★ 14,946 updated 17d ago
open-source

Best for: Teams using Figma and AI coding assistants who want to automate component generation from design files.

Dev low

goklab/guardvibe

Various

Security MCP for vibe coding. 390 rules, 36 tools, CLI + doctor. Host security, auth coverage mapping, LLM-powered deep scan (IDOR/business logic), taint analysis for Next.js, Supa

★ 1 updated 14d ago
open-source

Best for: Developers building AI-native applications who want automated security scanning

Dev low

gogabrielordonez/mcp-ragchat

Various

MCP server that adds RAG-powered AI chat to any website. One command from Claude Code. Local vector store, multi-provider LLM (OpenAI/Anthropic/Gemini). Zero cloud dependency.

★ 1 updated 3mo ago
open-source

Best for: Developers who want to add RAG chat to websites without cloud services

Dev low

gofireflyio/firefly-mcp

Various

Firefly MCP

★ 14 updated 2mo ago
open-source

Best for: Developers prototyping AI agents that need to tap into Adobe Firefly's generative design features

Dev low

goldmembrane/cleaner-code

Various

AI code security scanner MCP server — detects invisible Unicode, Trojan Source, homoglyphs, Glassworm steganography, rules file backdoors, and dependency attacks in AI-generated co

★ 0 updated 1mo ago
open-source

Best for: Developers and security engineers who need to vet AI-generated code for subtle, hard-to-detect attacks before deployment

Dev low

gomarble-ai/facebook-ads-mcp-server

Various

🐍 ☁️ - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.

★ 326 updated 9mo ago
open-source

Best for: Developers building MCP-based tools that need programmatic access to Facebook Ads data and management

Dev low

goodmeta/intelligence-mcp

Various

MCP server for agent payments ecosystem intelligence. Scan, classify, and score opportunities.

★ 0 updated 1mo ago
open-source

Best for: Developers building agent-based payment systems who need automated ecosystem intelligence

Dev low

googlarz/signal-mcp

Various

Ask Claude about your Signal conversations. Persistent history, full-text search, and complete signal-cli coverage — 100% local.

★ 1 updated 26d ago
open-source

Best for: Developers who want to integrate Signal chat history into AI workflows while keeping data private

Dev low

googlarz/suunto-mcp

Various

MCP server that connects your Suunto watch data to Claude and other AI assistants

★ 2 updated 1mo ago
open-source

Best for: Developers who own a Suunto watch and want to explore their activity data through AI chat interfaces

Dev low

google-ads

ai.adramp

Google Ads MCP server — manage campaigns, keywords, and metrics.

open-source

Best for: Developers building AI agents that need to automate Google Ads management

Dev low

googleapis/genai-toolbox

Various

MCP Toolbox for Databases is an open source MCP server for databases.

★ 15,425 updated 12d ago
open-source

Best for: Developers building AI agents that need direct database query capabilities via MCP

Dev low

gorosun/unified-diff-mcp

Various

📇 🏠 - Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration

★ 12 updated 1y ago
open-source

Best for: Developers who need visual diff output in their MCP-based toolchain

Dev low

gosodax/builders-sodax-mcp-server

Various

get instant access to SODAX API data plus SDK documentation

★ 7 updated 23d ago
open-source

Best for: Developers building applications on the SODAX platform who want to combine API access with SDK documentation in an MCP workflow.

Dev low

gotoolkits/DifyWorkflow

Various

mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify wo

★ 58 updated 1y ago
open-source

Best for: Developers who need to connect Dify workflows to MCP-compatible clients such as AI assistants or automation tools

Dev low

gotoolkits/wecombot

Various

An MCP server application that sends various types of messages to the WeCom group robot.

★ 38 updated 1y ago
open-source

Best for: Developers needing to send WeCom group notifications from MCP-based AI agents

Dev low

Govcraft/rust-docs-mcp-server

Various

🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

★ 279 updated 6mo ago
open-source

Best for: Rust developers using AI assistants who need accurate crate documentation context

Dev low

gpartin/WaveGuardClient

Various

Python SDK for WaveGuard physics-based anomaly detection API. One call. Any data.

★ 3 updated 2mo ago
open-source

Best for: Developers needing a quick, physics-informed anomaly detection layer in Python

Dev low

gpartin/CryptoGuardClient

Various

CryptoGuardClient

★ 0 updated 2mo ago
open-source

Best for: Developers who are specifically investigating the CryptoGuard ecosystem and want to examine the source code of an early-stage client.

Dev low

gpu-bridge/mcp-server

Various

GPU-Bridge MCP Server — 30 AI services as Model Context Protocol tools. LLMs, image gen, video, audio, embeddings, reranking, PDF parsing & more. x402 native for autonomous agents.

★ 0 updated 2mo ago
open-source

Best for: Developers building autonomous agents that need to orchestrate multiple AI services via the Model Context Protocol

Dev low

grafana/mcp-grafana

Various

MCP server for Grafana

★ 3,085 updated 12d ago
open-source

Best for: Developers and SREs who want AI agents to query Grafana metrics and dashboards

Dev low

Graffeo Coffee Roasting

ai.agenticshelf

Today, Graffeo is the quintessential boutique coffee roaster and supplies some of the world's most renowned eateries and discerning indviduals from our original San Francisco loc

open-source

Best for: Boutique coffee suppliers seeking a premium, historic roaster with a focus on traditional retail and hospitality clients

Dev low

grahamrowe82/pt-edge

Various

Precomputed reasoning cache for AI infrastructure decisions — 220K+ pages tracking the open-source AI ecosystem

★ 5 updated 1mo ago
open-source

Best for: Developers exploring open-source AI tools who want a prebuilt reference of community reasoning.

Dev low

grahammccain/chart-library-mcp

Various

MCP server for Chart Library — visual chart pattern search engine. Find similar historical stock charts and see what happened next.

★ 8 updated 18d ago
open-source

Best for: Developers building automated trading or analysis tools who need quick access to historical chart pattern matches.

Dev low

graphlit-mcp-server

Various

Model Context Protocol (MCP) Server for Graphlit Platform

★ 376 updated 5mo ago
open-source

Best for: Developers building AI agents that need to ingest and query unstructured data through Graphlit's managed platform

Dev low

gregario/astronomy-oracle

Various

Celestial object catalog and observing session planner MCP server

★ 1 updated 1mo ago
open-source

Best for: Developers building AI-powered astronomy tools or assistants that need celestial data and session planning

Dev low

gregario/brewers-almanack

Various

A brewing knowledge MCP server — beer styles, ingredients, off-flavour diagnosis, water chemistry, and recipe guidance for AI brewing assistants

★ 1 updated 1mo ago
open-source

Best for: Homebrewers and AI enthusiasts building automated brewing assistants

Dev low

gregario/dnd-oracle

Various

D&D 5e SRD MCP server — monster search, spell lookup, encounter building, and character tools powered by ground-truth SRD data

★ 2 updated 1mo ago
open-source

Best for: Dungeon Masters and developers building D&D tools

Dev low

gregario/godot-forge

Various

The MCP server for Godot 4 — test runner, API docs, script analysis, and more.

★ 6 updated 1mo ago
open-source

Best for: Godot 4 developers who want to use MCP-based workflows

Dev low

gregario/hearthstone-oracle

Various

Hearthstone MCP server with card search, deck analysis, and strategy coaching

★ 0 updated 1mo ago
open-source

Best for: Developers building AI assistants that need Hearthstone game data and strategy

Dev low

gregario/lego-oracle

Various

LEGO sets, parts, minifigs, and inventories as an MCP server

★ 1 updated 1mo ago
open-source

Best for: Developers building LEGO-related tools or assistants that need structured set and part data via MCP

Dev low

gregario/lorcana-oracle

Various

Disney Lorcana TCG MCP server — card search, deck analysis, and franchise browsing powered by LorcanaJSON

★ 0 updated 1mo ago
open-source

Best for: Developers building MCP-based tools or assistants for Disney Lorcana TCG

Dev low

gregario/onepiece-oracle

Various

One Piece TCG MCP server — card search, deck analysis, and set browsing for the One Piece Card Game

★ 1 updated 1mo ago
open-source

Best for: Developers building MCP-powered workflows for One Piece TCG deck building and analysis

Dev low

gregario/warhammer-oracle

Various

Warhammer 40K and Kill Team rules, stats, and game flow MCP server

★ 4 updated 25d ago
open-source

Best for: Developers building AI assistants for Warhammer 40K tabletop gaming

Dev low

gregm711/agent-domain-service-mcp

Various

📇 ☁️ - AI-powered domain brainstorming, analysis, and availability checking via AgentDomainService.com. Generate creative domain names from descriptions, get AI scoring for branda

★ 2 updated 5mo ago
open-source

Best for: Developers building domain discovery tools or AI agents that need to suggest and validate domain names

Dev low

GreptimeTeam/greptimedb-mcp-server

Various

A Model Context Protocol (MCP) server for GreptimeDB

★ 27 updated 2mo ago
open-source

Best for: Developers integrating AI agents with GreptimeDB time-series data via the Model Context Protocol

Dev low

gridinsoft/mcp-inspector

Various

📇 ☁️ 🍎 🪟 🐧 - MCP server for domain and URL security analysis powered by GridinSoft Inspector, enabling AI agents to verify website and link safety.

★ 0 updated 4mo ago
open-source

Best for: Developers building AI agents that need to verify URL safety without exposing users to malicious content

Dev low

grovs-io/mcp

Various

MCP server for Grovs: manage deep links, attribution analytics, and campaigns from Claude Code, Cursor, Windsurf, and any MCP-compatible AI assistant. Open-source TypeScript, OAuth

★ 1 updated 1mo ago
open-source

Best for: Developers and marketers using Claude Code or Cursor who want to control Grovs deep links and attribution via chat

Dev low

growilabs/growi-mcp-server

Various

A Model Context Protocol (MCP) server that connects AI models to GROWI wiki content. Enables LLMs to search and retrieve information from your organization's knowledge base for acc

★ 15 updated 19d ago
open-source

Best for: Teams that use GROWI as their knowledge base and want AI assistants to reference internal documents

Dev low

growthbook/growthbook-mcp

Various

Official GrowthBook MCP server for creating flags, getting experiments, and more.

★ 22 updated 21d ago
open-source

Best for: Developers using GrowthBook who want to manage feature flags and experiments through MCP-based tooling

Dev low

gsmethells/preflight-mcp

Various

gsmethells/preflight-mcp — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers who need preflight validation in MCP server projects

Dev low

GUCCI-atlasv/skillssafe-mcp

Various

MCP server for SkillsSafe — AI agent skill security scanner

★ 0 updated 3mo ago
open-source

Best for: Developers building secure AI agent workflows who need to vet skills for vulnerabilities

Dev low

guillochon/mlb-api-mcp

Various

A Model Context Protocol (MCP) server that provides comprehensive access to MLB statistics and baseball data through a FastMCP-based interface.

★ 53 updated 10mo ago
open-source

Best for: Developers building baseball-aware agents or analytics tools within the MCP ecosystem

Dev low

guimatheus92/mcp-video-analyzer

Various

MCP server for video analysis — extracts transcripts, key frames, OCR text, and metadata from video URLs. Supports Loom and direct video files.

★ 9 updated 2mo ago
open-source

Best for: Developers needing to automate video content extraction within MCP-compatible workflows

Dev low

gwbischof/bluesky-social-mcp

Various

A Bluesky MCP

★ 15 updated 1y ago
open-source

Best for: Developers building MCP-based agents that need direct Bluesky social interaction capabilities.

Dev low

gupta-kush/spotify-mcp

Various

Control Spotify from Claude, Cursor, or any MCP client. 100+ tools for playback, playlists, discovery, and curation.

★ 5 updated 2mo ago
open-source

Best for: Developers who want to integrate Spotify control into AI assistants or code editors.

Dev low

gwbischof/free-will-mcp

Various

This was a fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.

★ 36 updated 7mo ago
open-source

Best for: Researchers and developers building or studying autonomous AI agent prototypes

Dev low

gwbischof/outsource-mcp

Various

Give your AI assistant its own AI assistants.

★ 28 updated 1y ago
open-source

Best for: Developers building multi-agent systems who want to experiment with hierarchical delegation in MCP

Dev low

gzoonet/cortex

Various

Local-first knowledge graph for developers. Watches your files, builds a knowledge graph with LLMs, lets you query across projects.

★ 15 updated 19d ago
open-source

Best for: Developers exploring cross-project code relationships with a preference for local data control

Dev low

HadiCherkaoui/crafty-mcp

Various

Crafty Controller MCP server

★ 0 updated 2mo ago
open-source

Best for: Developers integrating AI assistants with game server management

Dev low

HagaiHen/facebook-mcp-server

Various

Facebook MCP server for automating posts, comment moderation, insights, and sentiment filtering.

★ 164 updated 1mo ago
open-source

Best for: Developers building AI agents that need to manage Facebook pages programmatically.

Dev low

Haiku-Trading/haiku-mcp-server

Various

MCP server for DeFi execution — lets AI agents swap, provide liquidity, lend, bridge, and run yield strategies across 22 chains

★ 1 updated 1mo ago
open-source

Best for: Developers prototyping AI-agent driven DeFi strategies who want multi-chain coverage

Dev low

HainanZhao/mcp-gitlab-jira

Various

📇 ☁️ 🏠 - Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.

★ 10 updated 9mo ago
open-source

Best for: Developers and teams who already use both GitLab and Jira and want to automate workflows between them with AI.

Dev low

hampsterx/claude-mcp-bridge

Various

MCP server bridging Claude CLI to Gemini CLI, Codex, Cursor - queries, and search with hardened subprocess management

★ 2 updated 1mo ago
open-source

Best for: Developers who need to experiment with or switch between multiple AI CLI assistants from a single MCP server

Dev low

hamflx/imagen3-mcp

Various

📇 🏠 🪟 🍎 🐧 - A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and

★ 63 updated 1y ago
open-source

Best for: Developers building MCP-compatible applications that need fast, high-quality image generation

Dev low

Handshake58/DRAIN-marketplace

Various

📇 ☁️ - Open marketplace for AI services — LLMs, image/video generation, web scraping, model hosting, data extraction, and more. Agents pay per use with USDC micropayments on Polyg

open-source

Best for: Developers building autonomous agents that need to pay for external AI services programmatically

Dev low

handsomejustin/mijia-control

Various

MijiaPilot - 小米-米家生态 × MCP × CLI x AI Agent × HomeKit 全桥接家庭智能家居平台。

★ 39 updated 21d ago
open-source

Best for: Developers who want to integrate Xiaomi Mijia devices into custom smart home systems or workflows

Dev low

hannesrudolph/imessage-query-fastmcp-mcp-server

Various

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library,

★ 78 updated 4mo ago
open-source

Best for: Developers building LLM tools that need to access and analyze iMessage data on macOS

Dev low

hannesrudolph/sqlite-explorer-fastmcp-mcp-server

Various

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to

★ 105 updated 11mo ago
open-source

Best for: Developers who need to give LLMs safe, read-only access to SQLite databases

Dev low

hannesrudolph/mcp-ragdocs

Various

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant

★ 265 updated 11mo ago
open-source

Best for: Developers building AI assistants that need up-to-date documentation context

Dev low

hanselhansel/aeo-cli

Various

LLM readiness linter for websites. Audits robots.txt, llms.txt, Schema.org, and content density on a 0-100 scale. Includes MCP server. Published on PyPI: pip install context-cli.

★ 3 updated 2mo ago
open-source

Best for: Developers who need a quick, actionable assessment of a website's optimization for LLM crawlers

Dev low

HanSur94/matlab-mcp-server-python

Various

MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard

★ 1 updated 2mo ago
open-source

Best for: Developers integrating AI agents with MATLAB workflows

Dev low

hanzili/comet-mcp

Various

MCP Server connecting to Perplexity Comet browser

★ 158 updated 5mo ago
open-source

Best for: Developers building AI agents that need web browsing through Perplexity Comet

Dev low

haomingkoo/japan-seasons-mcp

Various

Cherry blossom & autumn leaves forecast for Japan. 1,700+ spots with real-time bloom data, weather, and trip planning

★ 0 updated 20d ago
open-source

Best for: Developers building Japan-focused travel or event planning applications

Dev low

haoyifan/Silicon-Pantheon

Various

Silicon Pantheon - Tactics game played by AI agents coached by human

★ 4 updated 1mo ago
open-source

Best for: Researchers and developers exploring human-in-the-loop AI training in tactical environments

Dev low

haris-musa/excel-mcp-server

Various

A Model Context Protocol server for Excel file manipulation

★ 3,889 updated 2mo ago
open-source

Best for: Developers building AI agents that need reliable, protocol-based read/write access to Excel files.

Dev low

hardik-id/azure-resource-graph-mcp-server

Various

Model Context Protocol (MCP) server that provides access to Azure Resource Graph queries. It allows you to retrieve information about Azure resources across your subscriptions usin

★ 18 updated 1y ago
open-source

Best for: Developers building LLM-powered assistants that need to query Azure resources across subscriptions

Dev low

HaroldFinchIFT/vuln-nist-mcp-server

Various

MCP Server for Vulnerabilities API from NVD NIST

★ 11 updated 8mo ago
open-source

Best for: Developers needing programmatic access to NVD vulnerability data from MCP-compatible tools.

Dev low

Harry-027/JotDown

Various

An MCP Server in Rust for creating Notion pages & mdBooks with LLMs 🦀

★ 21 updated 3mo ago
open-source

Best for: Developers building AI-assisted documentation or note-taking systems with Notion

Dev low

harrison/ai-counsel

Various

🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between AI models with structured voting, convergence detection, and persistent decision graph memory.

open-source

Best for: Developers needing multi-model deliberation for high-stakes or ambiguous AI outputs

Dev low

Harusame64/desktop-touch-mcp

Various

Windows computer-use MCP server: drive any desktop app via semantic discover-then-act targeting (entities + leases, not pixel coordinates), with per-action perception guards, a nat

★ 0 updated 19d ago
open-source

Best for: Developers building Windows desktop automation workflows that need a semantic, reliable alternative to traditional screen-scraping.

Dev low

HasanJahidul/terminal-history-mcp

Various

Search your shell history (zsh/bash/fish) from Claude/MCP. Local SQLite FTS5. Secret-redacted.

★ 2 updated 1mo ago
open-source

Best for: Developers who want to query their shell history from within Claude or other MCP-compatible assistants

Dev low

hashicorp/terraform-mcp-server

Various

The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) developm

★ 1,388 updated 16d ago
open-source

Best for: Developers building AI-driven infrastructure management into Terraform-based workflows

Dev low

HasData/hasdata-mcp

Various

HasData MCP server for web scraping and data extraction. 40+ tools including Google Search, Amazon, Zillow, Airbnb, and more.

★ 2 updated 1mo ago
open-source

Best for: Developers who need quick, structured scraping of major web platforms through MCP-compatible agents

Dev low

Hashlock-Tech/hashlock-mcp

Various

Atomic settlement layer for the agent economy. Sealed-bid RFQ + HTLC settlement, fused into one operation. Live on Ethereum and Sui; Bitcoin HTLC mainnet-ready (signet-validated).

★ 0 updated 14d ago
open-source

Best for: Developers building agent-to-agent payment systems or decentralized OTC desks

Dev low

hashgraph-online/hashnet-mcp-js

Various

Universal MCP Server for finding + connecting to agents anywhere on the planet. https://hol.org/mcp

★ 12 updated 1mo ago
open-source

Best for: Developers building distributed agent ecosystems that need cross-platform agent discovery

Dev low

HatmanStack/ragstack-mcp

Various

🐍 ☁️ 🍎 🪟 🐧 - MCP server for RAGStack serverless knowledge bases. Search, chat with AI-generated answers, upload documents/media, scrape websites, and analyze metadata through a

★ 23 updated 15d ago
open-source

Best for: Developers building applications on top of RAGStack serverless knowledge bases who need an MCP interface for search and content ingestion.

Dev low

hbg/mcp-paperswithcode

Various

An unofficial MCP interface to interact with the PapersWithCode API

★ 22 updated 1y ago
open-source

Best for: Developers building AI agents or tools that need to programmatically access papers, code, and benchmarks from PapersWithCode

Dev low

hechtcarmel/jetbrains-debugger-mcp-plugin

Various

☕ 🏠 - A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger.

★ 80 updated 22d ago
open-source

Best for: Developers using JetBrains IDEs who want to integrate AI assistants into their debugging workflow

Dev low

HelixGenomics/Genomic-Agent-Discovery

Various

HelixGenomics/Genomic-Agent-Discovery — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers building AI agents that need programmatic access to genomic data

Dev low

hellokaton/unsplash-mcp-server

Various

🔎 A MCP server for Unsplash image search.

★ 220 updated 1mo ago
open-source

Best for: Developers building AI assistants or tools that need on-demand access to Unsplash's free image library.

Dev low

helpful-AIs/triplyfy-mcp

Various

📇 ☁️ - An MCP server that lets LLMs plan and manage itineraries with interactive maps in Triplyfy; manage itineraries, places and notes, and search/save flights.

★ 3 updated 9mo ago
open-source

Best for: Developers building AI travel assistants that need itinerary management features.

Dev low

Helm-Protocol/openttt-mcp

Various

OpenTTT MCP Server — Proof-of-Time temporal attestation for AI agents

★ 0 updated 12d ago
open-source

Best for: Developers building trust-aware multi-agent systems that require verifiable action timestamps

Dev low

henilcalagiya/google-sheets-mcp

Various

Python package of google sheet mcp

★ 14 updated 9mo ago
open-source

Best for: Developers building AI agents or automation tools that need programmatic access to Google Sheets via the Model Context Protocol

Dev low

henilcalagiya/mcp-apple-notes

Various

An local mcp server for interacting with Apple Notes via LLM.

★ 50 updated 9mo ago
open-source

Best for: Developers building macOS-native AI assistants that need to read or write Apple Notes

Dev low

HenryHaoson/Yuque-MCP-Server

Various

Yuque mcp server

★ 63 updated 7mo ago
open-source

Best for: Developers building AI agents that need to interact with Yuque knowledge bases

Dev low

heymrun/heym

Various

Self-hosted AI workflow automation platform with visual canvas, agents, RAG, HITL, MCP, and observability in one runtime.

★ 565 updated 12d ago
open-source

Best for: Developers who need a self-hosted, all-in-one platform for building and monitoring complex AI workflows.

Dev low

heurist-network/heurist-mesh-mcp-server

Various

🎖️ ⛅️ 🏠 🐍 - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist

★ 64 updated 2mo ago
open-source

Best for: Developers and auditors working on blockchain analysis and smart contract security.

Dev low

hidai25/eval-view

Various

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

★ 112 updated 17d ago
open-source

Best for: Developers building AI agents who need regression testing in CI

Dev low

hieutran/entraid-mcp-server

Various

MCP server for interacting with EntraID through Microsoft Graph API.

★ 38 updated 1y ago
open-source

Best for: Developers building AI agents that need to manage Azure AD resources via MCP

Dev low

hifriendbot/agentwallet-mcp

Various

Permissionless wallet infrastructure for AI agents. Create wallets, sign transactions, and broadcast on EVM + Solana. Pay and accept x402 payments. Built-in guards. No KYC. Up to 5

★ 2 updated 12d ago
open-source

Best for: Developers building permissionless AI agent wallets on EVM and Solana chains.

Dev low

hifriendbot/cogmemai-mcp

Various

CogmemAi — Cognitive Memory for Any Ai System. Autonomous robots, self-driving vehicles, defense systems, coding assistants, and more. 91% LoCoMo benchmark — above human performanc

★ 6 updated 13d ago
open-source

Best for: Developers building AI agents that require long-term memory and context retention

Dev low

Higangssh/homebutler

Various

🏠 Manage your homelab from chat. Single binary, zero dependencies.

★ 157 updated 1mo ago
open-source

Best for: Homelab enthusiasts who want to control their infrastructure from chat

Dev low

hijaz/postmancer

Various

An experimental MCP server Rest Client intended to be a replacement of tools postman & insomnia

★ 28 updated 9mo ago
open-source

Best for: Developers experimenting with MCP-based API testing and AI integration

Dev low

higress-group/higress-ops-mcp-server

Various

A Model Context Protocol (MCP) server implementation that enables comprehensive configuration and management of Higress.

★ 22 updated 1y ago
open-source

Best for: Developers and operators using Higress who want to manage it through AI agents or MCP-compatible tools

Dev low

hikmahtech/drwhome

Various

hikmahtech/drwhome — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers building AI agents that need to control or monitor Home Assistant smart home environments

Dev low

hileamlakB/PRIMS

Various

PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.

★ 28 updated 8mo ago
open-source

Best for: Developers who need a minimal, auditable sandbox for LLMs to run Python code without risk.

Dev low

Himalayas-App/himalayas-mcp

Various

A Model Context Protocol (MCP) server that provides access to remote job listings and company information from Himalayas.app.

★ 16 updated 3mo ago
open-source

Best for: Developers building AI assistants that need curated remote job data

Dev low

hiromitsusasaki/raindrop-io-mcp-server

Various

An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).

★ 73 updated 1y ago
open-source

Best for: Developers who want to give LLMs read/write access to their Raindrop.io bookmark library

Dev low

hiroata/meltbook-mcp-server

Various

📇 ☁️ - MCP server for meltbook, an AI-agent political discussion board. 50 AI agents autonomously post, vote, and debate Japanese politics. 11 tools for thread creation, posting,

open-source

Best for: Developers building AI-agent experiments or simulations on Japanese political discussion boards

Dev low

hive-intel/hive-crypto-mcp

Various

Public SDK, CLI, and docs for Hive Intelligence: crypto MCP access for AI agents.

★ 17 updated 13d ago
open-source

Best for: Developers building AI agents that need programmatic access to crypto data

Dev low

hkaanengin/opendota-mcp-server

Various

MCP server providing AI assistants with access to Dota 2 statistics via OpenDota API. 20+ tools for player stats, hero data, and match analysis with natural language support.

★ 2 updated 4mo ago
open-source

Best for: Developers building AI assistants that need to answer Dota 2 stat questions conversationally

Dev low

hloiseaufcms/mcp-gopls

Various

Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, tests, coverage, and tooling.

★ 86 updated 4mo ago
open-source

Best for: Go developers who want AI-assisted tooling integrated with gopls

Dev low

hlydecker/ucsc-genome-mcp

Various

An MCP server to interact with the UCSC Genome Browser API

★ 5 updated 7mo ago
open-source

Best for: Developers building AI agents or tools that need to query genomic data from UCSC

Dev low

hoklims/stacksfinder-mcp

Various

MCP server for StacksFinder - deterministic tech stack recommendations for LLM clients

★ 8 updated 4mo ago
open-source

Best for: Developers building LLM-based tooling that need consistent, deterministic tech stack suggestions

Dev low

hope1026/weppy-roblox-mcp

Various

Roblox Studio MCP server & plugin for Claude Code, Cursor, Codex, and Gemini. AI-powered scripts, terrain, assets, lighting, and bidirectional project sync.

★ 30 updated 16d ago
open-source

Best for: Roblox developers who want to use AI coding assistants to speed up common Studio tasks.

Dev low

hmk/box-mcp-server

Various

A Box model context protocol server to search, read and access files

★ 11 updated 9mo ago
open-source

Best for: Developers who want to connect their Box storage to MCP-compatible AI agents

Dev low

hoqqun/stooq-mcp

Various

🦀 Rust MCP server for stock prices from stooq.com | 株価取得MCPサーバー

★ 4 updated 5mo ago
open-source

Best for: Developers needing a lightweight MCP server to add stock price capabilities to AI tools or custom assistants

Dev low

horustechltd/horus-flow-mcp

Various

Official MCP server for Horus Flow Intelligence: Institutional-grade market microstructure and orderflow physics for AI trading agents.

★ 1 updated 28d ago
open-source

Best for: Developers building AI trading agents that need real-time orderflow and market microstructure data

Dev low

horw/esp-mcp

Various

Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help.

★ 150 updated 5mo ago
open-source

Best for: Developers building AI-integrated IoT workflows with ESP32 microcontrollers

Dev low

Hovsteder/powersun-tron-mcp

Various

TRON Energy & Bandwidth MCP Server + DEX Swap Aggregator for AI agents. 27 tools: self-service onboarding, buy/sell TRON resources, swap tokens on SunSwap DEX via MCP, REST API, or

★ 1 updated 2mo ago
open-source

Best for: Developers building AI agents that interact with TRON blockchain

Dev low

hshintelligence/agent-scrape

Various

Pay-per-call web scraping for AI agents — no signup, no API keys, just USDC. x402-monetized MCP server on Base mainnet, deployed on Cloudflare Workers. 6 tools: scrape, extract (Gr

★ 1 updated 16d ago
open-source

Best for: Developers building AI agents that need lightweight, crypto-payable web scraping with minimal setup.

Dev low

HubLensOfficial/mcp-server

Various

HubLensOfficial/mcp-server — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 1mo ago
open-source

Best for: Developers exploring the Model Context Protocol who need a minimal reference implementation.

Dev low

hubinoretros/deep-thinker

Various

Advanced cognitive reasoning MCP server — DAG thought graph, 10 strategies, metacognition, self-critique, knowledge integration, and pruning

★ 7 updated 21d ago
open-source

Best for: Developers building advanced reasoning agents within the MCP ecosystem

Dev low

Hug0x0/mcp-reunion

Various

MCP server for La Réunion open data

★ 0 updated 19d ago
open-source

Best for: Developers building MCP-based tools that need to incorporate public data from La Réunion

Dev low

HuggingAGI/mcp-baostock-server

Various

🐍 ☁️ - MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.

★ 109 updated 2mo ago
open-source

Best for: Developers building AI agents that need real-time or historical Chinese stock market data

Dev low

HughesCuit/heventure-search-mcp

Various

Free, API-key-free MCP web search server — DuckDuckGo, Bing, Google + optional SerpAPI/Tavily. Works with Claude Desktop, Cursor, and any MCP client.

★ 4 updated 1mo ago
open-source

Best for: Developers who need cost-free, API-key-free web search integrated into MCP-based tooling

Dev low

hugoles/langfuse-mcp

Various

hugoles/langfuse-mcp — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 26d ago
open-source

Best for: Developers already using Langfuse who want to access observability data through MCP-enabled editors or agents

Dev low

human-pages-ai/humanpages

Various

MCP server (+ OpenClaw SKILL.md) that gives AI agents access to real-world people who listed themselves to be hired by agents. Search by skill/location/equipment, Post job offers &

★ 6 updated 2mo ago
open-source

Best for: Developers building agentic workflows that need to hire human workers

Dev low

HumanSignal/label-studio-mcp-server

Various

🎖️ 🐍 ☁️ 🪟 🐧 🍎 - Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.

★ 30 updated 1y ago
open-source

Best for: Developers building automated data labeling pipelines using Label Studio

Dev low

hungthai1401/bruno-mcp

Various

MCP Server for running Bruno Collections

★ 42 updated 10mo ago
open-source

Best for: Developers using Bruno who want to invoke collections through MCP-based agents or automation.

Dev low

HuntsDesk/ve-gws

Various

Google Workspace MCP that actually writes. 28 tools across Docs/Slides/Sheets/Drive — markdown-to-Docs, smart chips, data validation, recursive folder copy, revision restore.

★ 1 updated 1mo ago
open-source

Best for: Developers building AI agents that need programmatic write access to Google Workspace

Dev low

hustcc/mcp-echarts

Various

🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.

★ 237 updated 4mo ago
open-source

Best for: Developers building AI assistants or tools that need on-demand chart generation from data.

Dev low

hustcc/mcp-mermaid

Various

❤️ Generate mermaid diagram and chart with AI MCP dynamically.

★ 572 updated 29d ago
open-source

Best for: Developers using AI assistants who need on-demand diagrams for documentation, design, or debugging.

Dev low

Hybirdss/smartest-tv

Various

📺 Control any smart TV with natural language. Play Netflix by name from your terminal. PyPI: stv · MCP server · LG/Samsung/Roku/Android

★ 34 updated 18d ago
open-source

Best for: Developers who want to automate or script smart TV actions using natural language commands

Dev low

hydrolix/mcp-hydrolix

Various

An MCP server for Hydrolix

★ 9 updated 12d ago
open-source

Best for: Developers building AI agents that need to query Hydrolix time-series data

Dev low

hypeprinter007-stack/anchor-x402-mcp

Various

MCP server exposing 9 anchor-x402 services as agent tools. Pay-per-call USDC via x402 on Base mainnet. Works with Claude Desktop / Claude Code / Cursor / any MCP client.

★ 0 updated 21d ago
open-source

Best for: Developers building agentic workflows that need on-chain micropayments for specific anchor-x402 services

Dev low

hypeprinter007-stack/signalfuse-mcp

Various

MCP server for SignalFuse trading intelligence API

★ 2 updated 18d ago
open-source

Best for: Developers building AI agents that need access to SignalFuse trading intelligence

Dev low

hyperb1iss/droidmind

Various

Control your Android devices with AI using Model Context Protocol

★ 402 updated 5mo ago
open-source

Best for: Developers building AI agents or automation pipelines that need to control Android devices programmatically

Dev low

hyperb1iss/lucidity-mcp

Various

AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prom

★ 85 updated 1y ago
open-source

Best for: Developers who want to automate code quality reviews using MCP-compatible AI assistants

Dev low

Hypersequent/qasphere-mcp

Various

MCP Server for QA Sphere TMS

★ 22 updated 25d ago
open-source

Best for: QA engineers who want to manage test management tasks through an AI assistant without leaving their chat interface.

Dev low

hypescale/storyblok-mcp-server

Various

A TypeScript MCP server providing 160 tools for the Storyblok Management API

★ 7 updated 3mo ago
open-source

Best for: Developers building AI agents that manage content via Storyblok

Dev low

hypurrquant/perp-cli

Various

Multi-DEX perpetual futures CLI + MCP server — Pacifica (Solana), Hyperliquid, Lighter (Ethereum). 18 MCP tools for AI-powered trading

★ 29 updated 16d ago
open-source

Best for: Developers building AI trading agents for Solana and Ethereum perpetuals

Dev low

hyunjae-labs/lore

Various

Semantic search MCP server for Claude Code conversations. Hybrid vector + keyword search across all your sessions, fully local.

★ 6 updated 1mo ago
open-source

Best for: Developers who frequently use Claude Code and want to search past conversations locally

Dev low

i-am-bee/acp-mcp

Various

🐍 💬 - An MCP server acting as an adapter into the [ACP](https://agentcommunicationprotocol.dev) ecosystem. Seamlessly exposes ACP agents to MCP clients, bridging the communicatio

★ 35 updated 1y ago
open-source

Best for: Developers who need to expose ACP agents to MCP clients

Dev low

I4cTime/quantum_ring

Various

The first quantum-inspired keyring built specifically for AI coding agents. Secure secrets with superposition, entanglement, tunneling, and teleportation.

★ 2 updated 1mo ago
open-source

Best for: Developers curious about quantum-inspired cryptography for AI agent secret management

Dev low

iamredmh/volta-mcp-server

Various

MCP server for Volta Notes — burn-after-read encrypted notes for AI agents

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need ephemeral, encrypted note passing

Dev low

ianaleck/harvest-mcp-server

Various

Model Context Protocol (MCP) server for Harvest time tracking API v2. Provides 60+ tools for managing clients, projects, time entries, invoices, and reports through MCP-compatible

★ 5 updated 2mo ago
open-source

Best for: Developers building AI assistants or automation workflows that need to read and write Harvest time tracking data.

Dev low

iaptic/mcp-server-iaptic

Various

Model Context Protocol server for interacting with iaptic

★ 7 updated 1mo ago
open-source

Best for: Developers building AI agents that need to manage in-app purchases and subscriptions through iaptic.

Dev low

icoretech/warden-mcp

Various

🔐 Streamable HTTP + stdio MCP server for Vaultwarden/Bitwarden

★ 4 updated 13d ago
open-source

Best for: Developers building AI agents that need secure, programmatic access to password vaults

Dev low

idapixl/algora-mcp-server

Various

MCP server for Algora bounty platform — lets AI agents discover, search, and analyze open-source bounties. 5 tools, no API key needed.

★ 1 updated 3mo ago
open-source

Best for: Developers building AI agents that interact with open-source bounties on the Algora platform

Dev low

idapixl/idapixl-web-research-mcp

Various

MCP server for AI-powered web research — search, fetch, synthesize

★ 1 updated 3mo ago
open-source

Best for: Developers building custom AI agents that need automated web research capabilities

Dev low

idoru/influxdb-mcp-server

Various

An MCP Server for querying InfluxDB

★ 39 updated 5mo ago
open-source

Best for: Developers building LLM agents that need to read time-series data from InfluxDB.

Dev low

idosal/git-mcp

Various

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

★ 8,121 updated 1mo ago
open-source

Best for: Developers who want to ground AI coding agents in real GitHub codebases

Dev low

ignaciohermosillacornejo/copilot-money-mcp

Various

MCP server for Copilot Money App - AI powered personal finance queries using local data

★ 50 updated 12d ago
open-source

Best for: Developers building AI assistants that need private access to Copilot Money personal finance data

Dev low

IgorGanapolsky/mcp-memory-gateway

Various

Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change.

★ 21 updated 12d ago
open-source

Best for: Developers who need a straightforward, memory-based guardrail for agent actions without complex policy engines

Dev low

IgorGanapolsky/ThumbGate

Various

Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change.

★ 21 updated 12d ago
open-source

Best for: Teams using agent-driven workflows who want to prevent repeat mistakes with minimal friction

Dev low

Ihor-Sokoliuk/MCP-SearXNG

Various

MCP Server for SearXNG

★ 836 updated 19d ago
open-source

Best for: Developers building AI agents that need private, self-hosted web search without relying on third-party APIs

Dev low

@iiatlas/hledger-mcp

Various

A local MCP server for interacting with the HLedger cli

★ 56 updated 3mo ago
open-source

Best for: Developers and small business owners who use HLedger and want to query accounting data through AI assistants

Dev low

iletimerkezi/iletimerkezi-mcp-server

Various

iletiMerkezi MCP Server

★ 1 updated 1mo ago
open-source

Best for: Developers integrating iletiMerkezi SMS into MCP-based AI workflows

Dev low

ikoskela/wisepanel-mcp

Various

MCP server for Wisepanel multi-agent deliberation platform

★ 1 updated 14d ago
open-source

Best for: Developers experimenting with multi-agent deliberation and MCP-based orchestration

Dev low

IlyaGulya/gradle-mcp-server

Various

A Model Context Protocol (MCP) server to enable AI tools to interact with Gradle projects programmatically.

★ 44 updated 3mo ago
open-source

Best for: Developers using MCP-based AI assistants who need programmatic access to Gradle projects.

Dev low

imdinu/apple-mail-mcp

Various

Apple Mail MCP server with full-coverage FTS5 body search. Reliable on large mailboxes where AppleScript-based servers timeout.

★ 31 updated 16d ago
open-source

Best for: Developers who need programmatic, searchable access to local Apple Mail data

Dev low

imatza-rh/mcp-zuul

Various

MCP server for Zuul CI — read-only access to builds, logs, status, and jobs

★ 6 updated 1mo ago
open-source

Best for: Developers and DevOps teams who want to query Zuul CI build data through AI assistants or automated tooling

Dev low

imprvhub/mcp-browser-agent

Various

A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities. This agent enables Claude to interact with web content, man

★ 39 updated 4mo ago
open-source

Best for: Developers who want to extend Claude Desktop with browser automation for testing or scraping workflows

Dev low

imprvhub/mcp-claude-spotify

Various

An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).

★ 37 updated 2mo ago
open-source

Best for: Developers who want to control Spotify from Claude Desktop using natural language commands

Dev low

imprvhub/mcp-claude-hackernews

Various

An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).

★ 10 updated 3mo ago
open-source

Best for: Developers who want to query Hacker News directly from Claude Desktop

Dev low

imprvhub/mcp-domain-availability

Various

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestion

★ 50 updated 7mo ago
open-source

Best for: Developers using Claude Desktop who need quick domain availability checks during brainstorming or project setup

Dev low

imprvhub/mcp-status-observer

Various

Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.

★ 7 updated 2mo ago
open-source

Best for: Developers using Claude Desktop who need quick status checks on common cloud services

Dev low

imran-siddique/agentos-mcp-server

Various

[DEPRECATED] Moved to microsoft/agent-governance-toolkit

★ 70 updated 3mo ago
open-source

Best for: Developers evaluating agent governance patterns who should use the microsoft/agent-governance-toolkit instead.

Dev low

imprvhub/mcp-rss-aggregator

Various

Model Context Protocol Server for aggregating RSS feeds in Claude Desktop

★ 25 updated 3mo ago
open-source

Best for: Developers who want to consume RSS feeds directly inside Claude Desktop for real-time information retrieval

Dev low

incentivai/quickchat-ai-mcp

Various

The Quickchat AI MCP server

★ 23 updated 2mo ago
open-source

Best for: Developers building MCP-compatible AI agents that need Quickchat AI integration

Dev low

incu6us/loki-mcp-server

Various

An MCP server for querying Grafana Loki directly with a discovery-first workflow — labels, values, series, and LogQL queries without requiring Grafana.

★ 3 updated 2mo ago
open-source

Best for: Developers using MCP-based AI tools who need direct, code-driven access to Loki logs

Dev low

InditexTech/mcp-teams-server

Various

An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.

★ 376 updated 19d ago
open-source

Best for: Developers building AI agents that need to interact with Microsoft Teams

Dev low

infaton/MCP35

Various

INFATON MCP Server — 35 tools for 1C:Enterprise ERP via Model Context Protocol (JSON-RPC 2.0). Digital twins, AI agents, BSL.

★ 16 updated 30d ago
open-source

Best for: Developers integrating AI agents or digital twins with 1C:Enterprise ERP systems

Dev low

IndigoProtocol/indigo-mcp

Various

MCP for connecting LLMs to Indigo Protocol data

★ 3 updated 1mo ago
open-source

Best for: Developers building LLM tools that need live data from the Indigo Protocol ecosystem

Dev low

InditexTech/mcp-server-simulator-ios-idb

Various

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators through natural language commands.

★ 307 updated 4mo ago
open-source

Best for: Developers building LLM-based testing or automation for iOS apps

Dev low

inference.sh

ac.inference.sh

Run 150+ AI apps — image, video, audio, LLMs, 3D and more. Browse, execute, stream results.

open-source

Best for: Developers who need a quick, browser-based sandbox to test and compare AI models across different tasks.

Dev low

InfluxData/influxdb3_mcp_server

Various

MCP Server for InfluxDB 3

★ 32 updated 15d ago
open-source

Best for: Developers building AI agents or assistants that need to query and manage time-series data in InfluxDB 3

Dev low

Infobip/mcp

Various

Infobip Remote MCP Servers Documentation

★ 31 updated 17d ago
open-source

Best for: Developers building applications on Infobip's communication platform that require MCP server integration.

Dev low

ingero-io/ingero

Various

eBPF agent and MCP server for GPU causal observability

★ 85 updated 12d ago
open-source

Best for: Developers debugging GPU performance issues in Linux-based AI/ML environments

Dev low

inkbytefo/screenmonitormcp

Various

🐍 🏠 🍎 🪟 🐧 - Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows.

open-source

Best for: Developers building screen-aware AI agents and automation pipelines

Dev low

InhiblabCore/mcp-image-compression

Various

A high-performance image compression microservice based on MCP (Modal Context Protocol)

★ 33 updated 12mo ago
open-source

Best for: Developers building MCP-based applications that need fast image compression

Dev low

inkog-io/inkog-mcp

Various

Inkog MCP Server — the pre-flight check for AI agents

★ 2 updated 29d ago
open-source

Best for: Developers building AI agents who need a straightforward pre-flight validation step

Dev low

InsForge/insforge-mcp

Various

📇 ☁️ - AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as prod

★ 27 updated 12d ago
open-source

Best for: Developers building AI agent-driven applications that need backend services

Dev low

Inspizzz/jetbrains-datalore-mcp

Various

🐍 ☁️ - MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )

open-source

Best for: Data scientists and MLOps engineers who want to orchestrate Datalore notebooks through AI assistants

Dev low

inspektor-gadget/ig-mcp-server

Various

Debug your Container and Kubernetes workloads with an AI interface

★ 25 updated 22d ago
open-source

Best for: Developers debugging container and Kubernetes workloads who want a conversational interface to eBPF-based introspection tools.

Dev low

integromat/make-mcp-server

Various

Make MCP Server

★ 159 updated 1mo ago
open-source

Best for: Developers who want to bridge AI assistants with Make automations using the Model Context Protocol

Dev low

intentos-labs/beeper-mcp

Various

A backend service for executing beeper transactions on Binance Smart Chain

★ 3 updated 1y ago
open-source

Best for: Developers automating beeper transactions on Binance Smart Chain

Dev low

intruder-io/intruder-mcp

Various

An MCP server to let AI agents control Intruder

★ 24 updated 1mo ago
open-source

Best for: Developers and security teams using Intruder who want to automate scanning workflows through AI agents

Dev low

inventer-dev/mcp-internet-speed-test

Various

The MCP Internet Speed Test is a specialized Model Context Protocol (MCP) server that enables AI models and agents to perform internet speed measurements.

★ 13 updated 3mo ago
open-source

Best for: Developers building AI agents that need to retrieve internet speed data programmatically

Dev low

IO-Aerospace-software-community/mcp-server

Various

#️⃣ ☁️/🏠 🐧 - IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics — ephemeris, orbital conversions, DSS tools, time conversions, and unit/math utilities

open-source

Best for: Developers building AI-assisted tools for aerospace engineering, satellite operations, or astrodynamics simulations

Dev low

io.github.opsconduit/jobber-mcp

Various

Read-only MCP connector for Jobber field-service operations.

★ 0 updated 26d ago
open-source

Best for: Developers building AI assistants or automation workflows that need secure, read-only access to Jobber field-service data

Dev low

ios-simulator-mcp

Various

MCP server for interacting with the iOS simulator

★ 2,025 updated 1mo ago
open-source

Best for: Developers who want to automate iOS simulator tasks through AI assistants

Dev low

ip2location/mcp-ip2location-io

Various

IP Geolocation MCP server using IP2Location.io API

★ 14 updated 18d ago
open-source

Best for: Developers needing quick IP-to-location lookups in MCP-based workflows

Dev low

ip2whois/mcp-ip2whois

Various

WHOIS MCP server using IP2WHOIS API.

★ 0 updated 19d ago
open-source

Best for: Developers who need WHOIS data in MCP-compatible automation pipelines

Dev low

ipfind/ipfind-mcp-server

Various

IP Find MCP Server

★ 2 updated 11mo ago
open-source

Best for: Developers who need a simple MCP-compatible wrapper for IP geolocation lookups

Dev low

ipfred/aiwen-mcp-server-geoip

Various

埃文IP定位MCP

★ 5 updated 1y ago
open-source

Best for: Developers who need a basic, open-source IP geolocation MCP server for prototyping or simple AI assistant integrations.

Dev low

iplocate/mcp-server-iplocate

Various

MCP server for looking up IP address geolocation (IP to country, IP to city), network information, proxy and VPN detection, abuse contacts, and more - using the IPLocate.io API.

★ 17 updated 11mo ago
open-source

Best for: Developers building MCP-based workflows that need IP geolocation or proxy detection without implementing their own lookup logic

Dev low

iprashantraj/mcp-discord-bridge

Various

AI assistant control a Discord server - reading messages, creating/deleting channels, sending messages ,All via the MCP protocol

★ 1 updated 15d ago
open-source

Best for: Developers integrating AI assistants with Discord automation via the MCP protocol

Dev low

iris-eval/mcp-server

Various

The agent eval standard for MCP — score output quality, catch safety failures, enforce cost budgets

★ 6 updated 19d ago
open-source

Best for: Developers building and evaluating agents that use the Model Context Protocol

Dev low

irskep/persistproc

Various

MCP server to allow LLMs to manage and inspect long-running processes

★ 8 updated 11mo ago
open-source

Best for: Developers building LLM agents that need to run and supervise background shell processes

Dev low

isaac-levine/forage

Various

Self-improving tool discovery for AI agents. Agents find, install, and learn to use new MCP tools automatically.

★ 10 updated 3mo ago
open-source

Best for: Developers building MCP-based AI agents that need dynamic tool discovery and integration

Dev low

isaacphi/mcp-gdrive

Various

Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets

★ 281 updated 1y ago
open-source

Best for: Developers building AI agents that need to read and edit Google Drive files and sheets

Dev low

isaacwasserman/mcp-snowflake-server

Various

🐍 ☁️ - Snowflake integration implementing read and (optional) write operations as well as insight tracking

★ 183 updated 8mo ago
open-source

Best for: Developers building MCP-based AI tools that need direct Snowflake access

Dev low

isaacphi/mcp-language-server

Various

mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.

★ 1,539 updated 3mo ago
open-source

Best for: Developers building MCP-based IDEs or automating code analysis via AI agents

Dev low

isaacwasserman/mcp-vegalite-server

Various

🐍 🏠 - Generate visualizations from fetched data using the VegaLite format and renderer.

★ 97 updated 1y ago
open-source

Best for: Developers building MCP-based applications that need programmatic, declarative chart generation from data.

Dev low

isdaniel/mcp_weather_server

Various

A Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API.

★ 50 updated 2mo ago
open-source

Best for: Developers building MCP-based AI agents that need weather context

Dev low

isnow890/naver-search-mcp

Various

MCP server for Naver Search API integration. Provides comprehensive search capabilities across Naver services (web, news, blog, shopping, etc) and data trend analysis tools via Dat

★ 71 updated 1mo ago
open-source

Best for: Developers building AI tools that need Korean web search and trend data from Naver.

Dev low

itsalissonsilva/ModelSafetyMCP

Various

MCP server for model safety inspection.

★ 0 updated 1mo ago
open-source

Best for: Developers needing a simple, protocol-based tool to check model safety before use.

Dev low

iunera/druid-mcp-server

Various

A comprehensive Model Context Protocol (MCP) server for Apache Druid that provides extensive tools, resources, and AI-assisted prompts for managing and analyzing Druid clusters. Bu

★ 13 updated 23d ago
open-source

Best for: Developers who want to connect AI assistants with Apache Druid using a standardized protocol

Dev low

IvanAmador/vercel-ai-docs-mcp

Various

A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation. This project enables developers to ask question

★ 49 updated 1y ago
open-source

Best for: Developers building with the Vercel AI SDK who want inline query access to its documentation.

Dev low

ivnvxd/mcp-server-odoo

Various

Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulati

★ 303 updated 1mo ago
open-source

Best for: Developers integrating AI assistants with Odoo ERP for data retrieval and automation

Dev low

IvanMurzak/Unity-MCP

Various

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a to

★ 2,979 updated 12d ago
open-source

Best for: Unity developers who want to integrate AI assistants into their game development and testing workflow

Dev low

ivo-toby/contentful-mcp

Various

MCP (Model Context Protocol) server for the Contentful Management API

★ 60 updated 4mo ago
open-source

Best for: Developers using AI assistants to manage Contentful content programmatically

Dev low

izzzzzi/codewiki-mcp

Various

MCP server for codewiki.google — search, fetch docs, and ask questions about any open-source repo

★ 10 updated 25d ago
open-source

Best for: Developers who need quick, natural-language access to open-source documentation via MCP clients

Dev low

izzzzzi/izTolkMcp

Various

MCP server for Tolk smart contract compiler — compile, check, and deploy TON blockchain smart contracts from any MCP-compatible AI assistant

★ 1 updated 25d ago
open-source

Best for: Developers building TON blockchain applications who want AI-assisted contract compilation and deployment

Dev low

j0hanz/filesystem-context-mcp-server

Various

A local filesystem MCP server that lets LLMs and AI agents read, write, search, diff, patch, and manage files safely and efficiently. Built for reliable, structured, and controlled

★ 8 updated 12d ago
open-source

Best for: Developers who need to give LLM-based agents safe, structured access to local file systems

Dev low

j3k0/speech.sh

Various

Simple curl script to play aloud what you type, useful if your voice is suddenly broken.

★ 7 updated 2mo ago
open-source

Best for: Developers needing a quick, scriptable text-to-speech fallback for accessibility or prototyping.

Dev low

j4c0bs/mcp-server-sql-analyzer

Various

MCP server for SQL static analysis.

★ 30 updated 11mo ago
open-source

Best for: Developers who want automated SQL quality checks in their MCP-enabled workflow

Dev low

jackrain19743/hou-tea-mcp-server

Various

MCP server for hou-tea.com — buy authentic Chinese tea via x402 USDC. Works with Claude Desktop, Cursor, Cline.

★ 0 updated 1mo ago
open-source

Best for: Developers who want to buy Chinese tea through AI assistants using USDC

Dev low

jacksun911/megalaunch-mcp

Various

MCP server for MegaLaunch — AI-powered meme token launch service on Solana/pump.fun

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need to automate meme token launches on Solana

Dev low

jacobsd32-cpu/djd-agent-score-mcp

Various

MCP server for DJD Agent Score — reputation scoring tools for AI assistants

★ 0 updated 3mo ago
open-source

Best for: Developers experimenting with agent reputation systems in MCP-based architectures

Dev low

jae-jae/fetcher-mcp

Various

MCP server for fetch web page content using Playwright headless browser.

★ 1,051 updated 5mo ago
open-source

Best for: Developers building MCP-based AI tools that need reliable web page content, especially from dynamic sites

Dev low

jae-jae/g-search-mcp

Various

A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.

★ 265 updated 12mo ago
open-source

Best for: Developers building AI agents that need fast, concurrent Google search capabilities

Dev low

jagan-shanmugam/climatiq-mcp-server

Various

A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide c

★ 8 updated 1y ago
open-source

Best for: Developers building AI assistants that need carbon emission calculations

Dev low

jagan-shanmugam/open-streetmap-mcp

Various

An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data.

★ 196 updated 11mo ago
open-source

Best for: Developers building location-aware LLM applications or assistants that need geospatial context

Dev low

jagan-shanmugam/mattermost-mcp-host

Various

A Mattermost integration that connects to Model Context Protocol (MCP) servers, leveraging a LangGraph-based Agent.

★ 34 updated 1y ago
open-source

Best for: Teams using Mattermost who want to extend it with MCP-based tools and agents

Dev low

jagmarques/asqav-mcp

Various

MCP server for AI agent governance - quantum-safe audit trails, policy enforcement, threat detection. Works with Claude Desktop, Cursor, Claude Code.

★ 5 updated 13d ago
open-source

Best for: Developers needing auditable, policy-controlled AI agent interactions in regulated environments

Dev low

jaipandya/producthunt-mcp-server

Various

🐍 🏠 - MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.

★ 46 updated 1y ago
open-source

Best for: Developers building AI agents or tools that need to pull live trending data from Product Hunt.

Dev low

James-Chahwan/repo-graph

Various

Structural graph memory for AI coding assistants — MCP server for codebase navigation

★ 5 updated 22d ago
open-source

Best for: Developers using MCP-compatible AI coding assistants who need structured context from their codebase.

Dev low

JamesANZ/bitcoin-mcp

Various

An MCP server that provides real-time Bitcoin blockchain data.

★ 3 updated 6mo ago
open-source

Best for: Developers building MCP-compatible AI tools that need real-time Bitcoin blockchain data without running a full node.

Dev low

JamesANZ/cross-llm-mcp

Various

A Model Context Protocol (MCP) server that provides access to multiple Large Language Model (LLM) APIs including ChatGPT, Claude, Gemini, Mistral, Kimi K2, and DeepSeek.

★ 15 updated 1mo ago
open-source

Best for: Developers who need a unified MCP-based gateway to multiple LLM APIs

Dev low

JamesANZ/evm-mcp

Various

An MCP server that provides complete access to Ethereum Virtual Machine (EVM) JSON-RPC methods. Works with any EVM-compatible node provider including Infura, Alchemy, QuickNode, lo

★ 1 updated 6mo ago
open-source

Best for: Developers building MCP-based tools or agents that require direct interaction with EVM blockchains

Dev low

JamesANZ/medical-mcp

Various

An MCP server that provides comprehensive medical information by querying multiple authoritative medical APIs including FDA, WHO, PubMed, Google Scholar, and RxNorm

★ 94 updated 3mo ago
open-source

Best for: Developers building medical knowledge assistants that need access to FDA, PubMed, and RxNorm data

Dev low

JamesANZ/memory-mcp

Various

A simple MCP server that stores and retrieves memories from multiple LLMs.

★ 17 updated 6mo ago
open-source

Best for: Developers who need a lightweight, standards-based memory layer for LLM applications

Dev low

JamesANZ/system-prompts-mcp-server

Various

Model Context Protocol server exposing system prompt files and summaries.

★ 5 updated 6mo ago
open-source

Best for: Developers already using MCP who need a straightforward way to expose system prompt files.

Dev low

JamesANZ/prediction-market-mcp

Various

A simple MCP server that grabs prediction market data from polymarket, PredictIt, & Kalshi.

★ 34 updated 4mo ago
open-source

Best for: Developers building AI agents that need live prediction market odds without writing custom scrapers.

Dev low

JamesANZ/us-legal-mcp

Various

An MCP server that provides comprehensive US legislation.

★ 31 updated 1mo ago
open-source

Best for: Developers building AI assistants that need reliable access to US legal texts

Dev low

jamjet-labs/jamjet

Various

The open-source safety layer for AI agents — block unsafe tool calls, require approval, enforce budgets, audit, replay.

★ 13 updated 12d ago
open-source

Best for: Teams building AI agents that need safety and audit controls without vendor lock-in

Dev low

JamsusMaximus/trainingpeaks-mcp

Various

TrainingPeaks MCP server for Claude Desktop, Code and Cowork. No API approval needed - works with any account. Query workouts, CTL/ATL/TSB fitness data, power PRs via natural langu

★ 76 updated 17d ago
open-source

Best for: Athletes and coaches who want to query TrainingPeaks fitness metrics through Claude's interface

Dev low

Janadasroor/pg-mnemosyne-mcp

Various

🧠 A high-performance PostgreSQL-backed MCP server acting as a super memory, task tracker, and dynamic database manager for AI agents. Features built-in connection pooling, a profe

★ 0 updated 18d ago
open-source

Best for: Developers building multi-agent systems that need persistent memory and task coordination

Dev low

janaraj/tnl

Various

Structured English contracts for AI coding agents — proposed by the agent, approved by you, saved on disk, read by every future session.

★ 7 updated 1mo ago
open-source

Best for: Developers who want consistent agent behavior across many sessions without writing code

Dev low

janswist/mcp-dexscreener

Various

Dexscreener API's MCP server - let your AI agent check any on-chain price using Dexscreener's free and open API

★ 17 updated 1y ago
open-source

Best for: Developers building AI agents that need quick, read-only access to on-chain token prices

Dev low

janreges/ai-distiller-mcp

Various

AI Distiller is ultra‑fast, open‑source tool for intelligently extracting only the essential public APIs, types, and structure from large codebases. Compresses 90–98% of code into

★ 159 updated 19d ago
open-source

Best for: Developers who need to feed large codebases into LLMs cheaply and efficiently

Dev low

jarvisassistantux/loopsense

Various

LoopSense is an open-source MCP server that closes the feedback loop for AI coding agents — giving them real-time visibility into CI results, deployments, test outcomes, and file s

★ 1 updated 2mo ago
open-source

Best for: Developers building AI agents that need real-time awareness of development pipeline events

Dev low

jasonjmcghee/claude-debugs-for-you

Various

Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension

★ 510 updated 5mo ago
open-source

Best for: Developers who want an interactive LLM debugging assistant within VS Code

Dev low

jasonwilbur/cloud-cost-mcp

Various

Model Context Protocol server for Cloud Infrastructure pricing information

★ 3 updated 4mo ago
open-source

Best for: Developers building AI agents that need to query cloud pricing data programmatically

Dev low

jasonwilbur/oci-pricing-mcp

Various

OCI Pricing MCP Server - Model Context Protocol server for Oracle Cloud Infrastructure pricing information

★ 3 updated 4mo ago
open-source

Best for: Developers building AI assistants or automation tools that need to look up Oracle Cloud pricing on demand

Dev low

jaspertvdm/mcp-server-gemini-bridge

Various

MCP Server - Bridge to Google Gemini API. Part of HumoticaOS/SymbAIon ecosystem.

★ 2 updated 4mo ago
open-source

Best for: Developers who need to connect Gemini to MCP-enabled tools within the SymbAIon environment

Dev low

jaspertvdm/mcp-server-ollama-bridge

Various

MCP Server - Bridge to local Ollama LLM. Part of HumoticaOS/SymbAIon ecosystem.

★ 1 updated 4mo ago
open-source

Best for: Developers experimenting with local LLMs and the Model Context Protocol

Dev low

jau123/MeiGen-AI-Design-MCP

Various

Supports GPT Image 2, Nanobanana & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system

★ 1,341 updated 25d ago
open-source

Best for: Developers building automated image generation pipelines with multiple AI backends

Dev low

JaviMaligno/mcp-server-bitbucket

Various

MCP server for Bitbucket API operations

★ 1 updated 22d ago
open-source

Best for: Developers prototyping AI integrations with Bitbucket using the Model Context Protocol

Dev low

JaviMaligno/postgres_mcp

Various

The only postgress MCP server I have been able to connect to my docker postgres

★ 9 updated 4mo ago
open-source

Best for: Developers who need a quick MCP bridge to a Docker PostgreSQL database

Dev low

jcdickinson/simplemem

Various

A very simple semantic MCP memory store

★ 0 updated 9mo ago
open-source

Best for: Developers who need a no-frills semantic memory store for small MCP projects

Dev low

jdubois/azure-cli-mcp

Various

A wrapper around the Azure CLI command line that allows you to talk directly to Azure

open-source

Best for: Developers managing Azure infrastructure who prefer conversational interfaces over command line syntax

Dev low

jeannier/homebrew-mcp

Various

Homebrew MCP : Comprehensive brew support for installing, upgrading, searching, and maintaining macOS packages.

★ 29 updated 11mo ago
open-source

Best for: Developers who want to manage macOS packages through AI assistants or chat interfaces

Dev low

jawdat6/fixgraph-mcp

Various

jawdat6/fixgraph-mcp — indexed from awesome-mcp-servers-punkpeye

★ 2 updated 2mo ago
open-source

Best for: Developers needing a basic MCP server for graph fixing in experimental or small-scale projects

Dev low

jen6/ticktick-mcp

Various

Enhance your TickTick workflow with MCP server. Better filtering interface

★ 65 updated 10mo ago
open-source

Best for: Developers who use TickTick and want to query tasks via AI assistants or MCP-enabled tools

Dev low

jetbrains/mcpProxy

Various

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

★ 958 updated 5mo ago
open-source

Best for: Developers using JetBrains IDEs who want to connect AI assistants for code automation

Dev low

JhiNResH/maiat-protocol

Various

The trust layer for agentic commerce. Trust oracle for AI agents and tokens — powered by on-chain behavioral data, community reviews, and EAS attestations.

★ 2 updated 2mo ago
open-source

Best for: Developers experimenting with trust mechanisms for AI agents in decentralized commerce

Dev low

jhomen368/overseerr-mcp

Various

Model Context Protocol (MCP) server for Overseerr and Seerr (the unified successor) - enables AI assistants to search, request, and manage media through your Seer instance

★ 14 updated 19d ago
open-source

Best for: Developers building AI assistants that need to manage media requests through Overseerr or Seerr

Dev low

jhomen368/steam-reviews-mcp

Various

Search Steam games, fetch user reviews, and analyze sentiment with topic drill-down to make informed purchasing decisions.

★ 2 updated 12d ago
open-source

Best for: Developers building AI agents for gaming insights or review analysis

Dev low

jiayao/mcp-chess

Various

MCP server for playing chess against AI

★ 22 updated 1y ago
open-source

Best for: Developers building AI assistants that need a turn-based game interaction for demos or testing

Dev low

jimfilippou/things-mcp

Various

A Model Context Protocol (MCP) server that provides seamless integration with the Things productivity app.

★ 8 updated 8mo ago
open-source

Best for: macOS users who want to connect Things to AI coding assistants

Dev low

jimmyracheta/AI-Runtime-Guard

Various

runtime-guard

★ 14 updated 13d ago
open-source

Best for: Developers needing a lightweight, self-hosted guardrail for LLM outputs in Python applications.

Dev low

JinNing6/Noosphere

Various

🧠 The Collective Memory Network for AI Agents — Where every agent learns from the wisdom of all. 万物智识,归于一圈。

★ 15 updated 12d ago
open-source

Best for: Developers experimenting with shared memory architectures for multi-agent systems

Dev low

jinzcdev/leetcode-mcp-server

Various

An MCP server enabling automated access to LeetCode's problems, solutions, and public data with optional authentication for user-specific features, supporting leetcode.com & leetco

★ 115 updated 2mo ago
open-source

Best for: Developers building AI tools that need LeetCode problem data

Dev low

jinzcdev/markmap-mcp-server

Various

An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG).

★ 205 updated 2mo ago
open-source

Best for: Developers building AI-assisted tools that need to produce mind maps from structured text

Dev low

jj-cheng25/weixin-articles-mcp

Various

MCP server for reading WeChat (微信) Official Account articles with native multimodal output - images and video keyframes as content blocks, not URLs.

★ 2 updated 1mo ago
open-source

Best for: Developers building MCP-based tools that need to consume WeChat article content with embedded media.

Dev low

jjlabsio/korea-stock-mcp

Various

MCP Server for Korean stock analysis. 한국 주식 분석을 위한 MCP 서버입니다.

★ 139 updated 15d ago
open-source

Best for: Developers building AI agents or tools that need Korean stock market data

Dev low

jjsantos01/jupyter-notebook-mcp

Various

A Model Context Protocol (MCP) for Jupyter Notebook

★ 129 updated 1y ago
open-source

Best for: Developers building AI agents that need to execute and inspect Python code in Jupyter notebooks

Dev low

Jktfe/serveMyAPI

Various

📇 🏠 🍎 - A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.

★ 24 updated 13d ago
open-source

Best for: macOS developers who need a lightweight, secure way to serve API keys to MCP-enabled tools.

Dev low

jmrplens/gitlab-mcp-server

Various

Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 870+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth, safe/read-only modes.

★ 8 updated 12d ago
open-source

Best for: Developers who want to give AI assistants direct GitLab access with safety controls

Dev low

jkiley129/steam-mcp

Various

MCP server that exposes your Steam library to Claude. Ask natural-language questions about your games.

★ 3 updated 2mo ago
open-source

Best for: Developers who want to query their Steam library through Claude

Dev low

jnMetaCode/shellward

Various

AI Agent Security Middleware — 8-layer defense, DLP data flow, prompt injection detection, zero dependencies. SDK + MCP server for Claude Code, Cursor, LangChain, Hermes Agent & mo

★ 101 updated 26d ago
open-source

Best for: Developers building AI agent systems that need a drop-in security and DLP layer

Dev low

joelio/stocky

Various

An MCP server for searching and downloading stock photography.

★ 20 updated 6mo ago
open-source

Best for: Developers building AI assistants that need to source stock photography programmatically

Dev low

joepangallo/mcp-server-agentpay

Various

MCP server for AgentPay — payment gateway for autonomous AI agents. Discover, provision, and pay for MCP tool APIs.

★ 0 updated 2mo ago
open-source

Best for: Developers building autonomous AI agents that need to pay for external APIs

Dev low

joergmichno/clawguard-mcp

Various

MCP Server for ClawGuard Shield — security scanning via Model Context Protocol.

★ 0 updated 2mo ago
open-source

Best for: Developers building MCP-aware agents that need on-demand vulnerability scanning via ClawGuard

Dev low

JoeyBrar/agentseal-mcp

Various

MCP server for AgentSeal. Cryptographic audit trails for AI agents

★ 1 updated 1mo ago
open-source

Best for: Developers building AI agents that require verifiable action logs

Dev low

johannesbrandenburger/typst-mcp

Various

Typst MCP Server is an MCP (Model Context Protocol) implementation that helps AI models interact with Typst, a markup-based typesetting system. The server provides tools for conver

★ 157 updated 1mo ago
open-source

Best for: Developers building AI tools that need to generate or process Typst documents

Dev low

johnanleitner1-Coder/lastminutedeals-api

Various

FOR SALE $8K — Production AI travel booking engine. 47 live suppliers, 18 countries, MCP server (Smithery + Glama), Stripe payments, OCTO/Bokun API. See /for-sale page.

★ 0 updated 1mo ago
open-source

Best for: Developers building a commercial travel booking product who need a ready-made multi-supplier engine

Dev low

johnneerdael/netskope-mcp

Various

🔒 ☁️ - An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage

★ 6 updated 24d ago
open-source

Best for: Developers managing Netskope Private Access who want to automate tasks via MCP

Dev low

jonradoff/lightcms

Various

Lightweight content management system for websites, built for the AI era

★ 17 updated 2mo ago
open-source

Best for: Go developers seeking a minimal, open-source CMS with modern AI-oriented design

Dev low

joinly-ai/joinly

Various

Make your meetings accessible to AI Agents

★ 522 updated 2mo ago
open-source

Best for: Developers building AI agents that need to access meeting content

Dev low

jordandalton/doordash-mcp-server

Various

🐍 – DoorDash Delivery (Unofficial)

★ 24 updated 1y ago
open-source

Best for: Developers building experimental AI agents that need to order food delivery programmatically

Dev low

jordanlyall/wc26-mcp

Various

AI companion for FIFA World Cup 2026 — 18 tools covering matches, teams, venues, city guides, fan zones, visa info, head-to-head records, and more. Works with Claude, ChatGPT, Curs

★ 7 updated 12d ago
open-source

Best for: Developers building AI assistants or chatbots that need up-to-date World Cup 2026 information

Dev low

JordiNei/mcp-databricks-server

Various

MCP Server for Databricks

★ 49 updated 1y ago
open-source

Best for: Developers building agentic workflows that need read/write access to Databricks resources

Dev low

jordandalton/restcsv-mcp-server

Various

MCP Server for RestCSV, Generated using MCPGen

★ 12 updated 1y ago
open-source

Best for: Developers needing a quick bridge between REST APIs and CSV-based AI agent pipelines

Dev low

jorgenclaw/nostr-mcp-server

Various

A Model Context Protocol (MCP) server that provides Nostr capabilities to AI agents

★ 0 updated 2mo ago
open-source

Best for: Developers building AI agents that need to interact with the Nostr protocol

Dev low

joshuarileydev/app-store-connect-mcp-server

Various

📇 🏠 - An MCP server to communicate with the App Store Connect API for iOS Developers

★ 324 updated 9mo ago
open-source

Best for: iOS developers who want to automate or chat with App Store Connect tasks

Dev low

joshuarileydev/mac-apps-launcher-mcp-server

Various

📇 🏠 - An MCP server to list and launch applications on MacOS

★ 18 updated 1y ago
open-source

Best for: Developers who need to control macOS applications through MCP-compatible AI assistants or automation pipelines.

Dev low

JosueM1109/personal-finance-mcp

Various

Self-hosted, read-only MCP server for personal finance. Connect your banks via Plaid and query them from Claude Code.

★ 3 updated 1mo ago
open-source

Best for: Developers who want to query their personal finances from Claude Code using a self-hosted MCP server

Dev low

Jovancoding/Network-AI

Various

Traffic light for AI Agents and TypeScript/Node multi-agent orchestrator with shared state, guardrails, and adapters for 29 AI frameworks

★ 59 updated 12d ago
open-source

Best for: Developers building multi-agent systems in TypeScript/Node who need framework-agnostic coordination and guardrails

Dev low

joshuarileydev/supabase-mcp-server

Various

Supabase MCP Server for managing and creating projects and organisations in Supabase

★ 50 updated 1y ago
open-source

Best for: Developers who want to automate Supabase project administration through an AI assistant

Dev low

joshuarileydev/simulator-mcp-server

Various

📇 🏠 - An MCP server to control iOS Simulators

★ 52 updated 1y ago
open-source

Best for: iOS developers who want to automate simulator tasks through AI agents

Dev low

jovezhong/mcp-timeplus

Various

Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data, Kafka topics, and Iceberg tables efficiently. Enhance your da

★ 12 updated 10mo ago
open-source

Best for: Developers building AI agents that need to query Timeplus streaming databases

Dev low

jparkerweb/mcp-sqlite

Various

🐇 Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities

★ 107 updated 2mo ago
open-source

Best for: Developers building AI assistants that need local or embedded database access

Dev low

Jpisnice/shadcn-ui-mcp-server

Various

A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native

★ 2,778 updated 28d ago
open-source

Best for: Developers building LLM-powered tools that need to generate or manipulate shadcn/ui components across frameworks

Dev low

jsdelivr/globalping-mcp-server

Various

Remote MCP server that gives LLMs access to run network commands

★ 55 updated 2mo ago
open-source

Best for: Developers building LLM-powered network diagnostics or observability tools

Dev low

jstibal/openterms-mcp

Various

MCP server that provides signed receipts before an agent takes an external action.

★ 1 updated 1mo ago
open-source

Best for: Developers building accountable autonomous agents who want cryptographic proof of action intent

Dev low

jtalk22/slack-mcp-server

Various

Session-based Slack MCP for Claude and MCP clients: local-first workflows, secure-default HTTP.

★ 27 updated 15d ago
open-source

Best for: Developers who want to give Claude session-based Slack access for automation

Dev low

juanisidoro/securecode-mcp

Various

MCP Server for SecureCodeHQ. Lets Claude Code access your secrets securely.

★ 0 updated 2mo ago
open-source

Best for: Developers using Claude Code who need to securely access secrets from SecureCodeHQ during AI-assisted coding sessions.

Dev low

jtang613/GhidrAssistMCP

Various

An native MCP server extension for Ghidra

★ 633 updated 15d ago
open-source

Best for: Reverse engineers and security researchers who want to automate Ghidra analysis with AI assistants

Dev low

juehang/vscode-mcp-server

Various

MCP server to expose VS Code editing features to an LLM for AI coding

★ 369 updated 5mo ago
open-source

Best for: Developers building AI coding assistants that need to automate edits within VS Code

Dev low

julien040/anyquery

Various

Query anything (GitHub, Notion, +40 more) with SQL and let LLMs (ChatGPT, Claude) connect to using MCP

★ 1,706 updated 1mo ago
open-source

Best for: Developers who want to query multiple SaaS tools with SQL and feed results into LLMs.

Dev low

Jungle-Grid/mcp-server

Various

MCP server for Jungle Grid lets agents submit, monitor, and retrieve logs from AI workloads.

★ 1 updated 12d ago
open-source

Best for: Developers integrating Jungle Grid with MCP-compatible agents for log management

Dev low

JuhongPark/mcp-server-pronunciation

Various

Local MCP voice coach with English pronunciation, grammar, and fluency feedback.

★ 0 updated 20d ago
open-source

Best for: Developers building voice coaching or language learning applications

Dev low

junipr-labs/mcp-server

Various

MCP server for Junipr APIs — screenshots, PDFs, and metadata extraction

★ 0 updated 3mo ago
open-source

Best for: Developers building AI agents that need to capture or analyze web page content programmatically.

Dev low

juspay/neurolink

Various

Streams are the future of AI powered by unlimited free tokens.

★ 96 updated 12d ago
open-source

Best for: Developers exploring streaming AI features with minimal token expenditure

Dev low

just-every/mcp-read-website-fast

Various

Quickly reads webpages and converts to markdown for fast, token efficient web scraping

★ 150 updated 1mo ago
open-source

Best for: Developers building AI agents that need efficient, low-token web content extraction

Dev low

just-every/mcp-screenshot-website-fast

Various

Quickly screenshots webpages and converts to an LLM friendly size

★ 106 updated 2mo ago
open-source

Best for: Developers building LLM agents that need quick webpage snapshots

Dev low

justinstimatze/gemot

Various

Structured deliberation MCP server for AI agent coordination

★ 2 updated 14d ago
open-source

Best for: Developers exploring multi-agent coordination with MCP

Dev low

jwaxman19/qlik-mcp

Various

An MCP server to run qlik

★ 11 updated 10mo ago
open-source

Best for: Developers building AI agents that need to query or control Qlik analytics environments

Dev low

Jwrede/llmprobe

Various

Synthetic monitoring and CI smoke tests for LLM inference endpoints.

★ 1 updated 28d ago
open-source

Best for: Developers who need a minimal, scriptable smoke test for LLM endpoints in CI or monitoring pipelines.

Dev low

jyjune/mcp_vms

Various

MCP server for controlling and accessing a video surveillance system

★ 13 updated 2mo ago
open-source

Best for: Developers building MCP-integrated automation or AI agents for video surveillance systems

Dev low

K-Dense-AI/claude-skills-mcp

Various

MCP server for searching and retrieving Claude Agent Skills using vector search

★ 389 updated 2mo ago
open-source

Best for: Developers building Claude-based agents that need to dynamically discover and invoke community-contributed skills

Dev low

k-jarzyna/mcp-miro

Various

Miro integration for Model Context Protocol

★ 64 updated 9mo ago
open-source

Best for: Developers building MCP-enabled AI assistants who need programmatic access to Miro boards

Dev low

kadykov/mcp-openapi-schema-explorer

Various

MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates for client-side exploration.

★ 72 updated 12d ago
open-source

Best for: Developers building MCP-native assistants that need quick, contextual access to REST API documentation

Dev low

kael-bit/engram-rs

Various

Memory engine for AI agents — time axis (3-layer decay/promotion) + space axis (self-organizing topic tree). Hybrid search, LLM consolidation. Single Rust binary.

★ 25 updated 3mo ago
open-source

Best for: Developers building AI agents that need persistent, structured memory

Dev low

kagan-sh/kagan

Various

The Orchestration Layer for AI Coding Agents

★ 90 updated 12d ago
open-source

Best for: Developers building multi-agent coding workflows in Python

Dev low

kagisearch/kagimcp

Various

The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

★ 403 updated 17d ago
open-source

Best for: Developers building AI agents that need direct, structured access to Kagi's web search and tools

Dev low

kaliaboi/mcp-zotero

Various

A connector for Claude Desktop to work with collection and sources on your Zotero Cloud.

★ 160 updated 1y ago
open-source

Best for: Researchers and academics who use Zotero and want to manage their reference library through Claude Desktop.

Dev low

kaiyuanxiaobing/atomgit-mcp-server

Various

📇 ☁️ - Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more.

★ 7 updated 11mo ago
open-source

Best for: Developers using AtomGit who want to automate repository management via MCP

Dev low

kambriso/fritzbox-mcp-server

Various

FRITZ!Box MCP Server for LLM/ KI Integration - Home Automation from your favourite KI agent

★ 10 updated 4mo ago
open-source

Best for: Developers integrating LLM agents with FRITZ!Box home automation systems

Dev low

kao273183/mk-qa-master

Various

AI 測試大師 — MCP server driving pytest / Jest / Cypress / Go / Maestro. Analyze, generate, run, advise. Web + Mobile (iOS/Android/BlueStacks).

★ 32 updated 17d ago
open-source

Best for: Test engineers who manage tests across multiple frameworks for web and mobile apps.

Dev low

Kapeli/dash-mcp-server

Various

MCP server for Dash, the macOS API documentation browser

★ 151 updated 1mo ago
open-source

Best for: macOS developers who want AI assistants to query their local Dash documentation

Dev low

karanb192/reddit-mcp-buddy

Various

Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.

★ 691 updated 18d ago
open-source

Best for: Developers building LLM-based tools that need structured, real-time Reddit data

Dev low

KashiwaByte/vikingdb-mcp-server

Various

a mcp server for vikingdb store and search

★ 4 updated 9mo ago
open-source

Best for: Developers using VikingDB who need an MCP interface for store and search operations

Dev low

karyaboyraz/mockit-mcp

Various

MCP server that turns text prompts into premium iOS mobile UI mockups (PNG + HTML). Powered by Claude (Opus 4.7) + Playwright. Two backends: local CLI or Anthropic API. MIT.

★ 1 updated 1mo ago
open-source

Best for: Developers who want to quickly generate iOS UI mockups from text using an MCP server

Dev low

kastelldev/kastell

Various

Provision, secure, backup, and manage self-hosted servers — full lifecycle, one CLI.

★ 53 updated 15d ago
open-source

Best for: Developers managing self-hosted servers who want a unified command-line tool

Dev low

kc23go/anybrowse

Various

Web scraping MCP server for AI agents. Real Chrome, 84% success rate. 10 free calls/day, no signup.

★ 3 updated 18d ago
open-source

Best for: Developers who need quick, no-signup web scraping for AI agent prototypes or experiments.

Dev low

kdqed/zaturn

Various

Data Analysis With Vibes

★ 74 updated 7mo ago
open-source

Best for: Data analysts and scientists who want to accelerate routine data exploration tasks

Dev low

keboola/keboola-mcp-server

Various

Model Context Protocol (MCP) Server for the Keboola Platform

★ 84 updated 12d ago
open-source

Best for: Data engineers and analysts who use Keboola and want to control it through an AI assistant

Dev low

keepgoing-dev/mcp-server

Various

KeepGoing MCP server - Project memory for AI coding assistants

★ 2 updated 30d ago
open-source

Best for: Developers experimenting with persistent memory for AI coding assistants in small projects

Dev low

kehvinbehvin/json-mcp-filter

Various

JSON MCP server to filter only relevant data for your LLM

★ 24 updated 2mo ago
open-source

Best for: Developers using MCP to optimize JSON data sent to LLMs, especially in prototyping or low‑traffic projects

Dev low

keiver/image-tiler-mcp-server

Various

MCP server that prevents LLM vision downscaling, tiles large images & screenshots so Claude, GPT-4o, and Gemini see every detail

★ 1 updated 3mo ago
open-source

Best for: Developers who need to pass detailed large images to LLM vision models without downscaling

Dev low

kenliao94/mcp-server-rabbitmq

Various

MCP server for interacting with RabbitMQ

★ 38 updated 8mo ago
open-source

Best for: Developers building AI agents that need to programmatically manage RabbitMQ message queues and messages.

Dev low

kelvin6365/plane-mcp-server

Various

🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane's](https://plane.so) API

★ 38 updated 6mo ago
open-source

Best for: Developers using Plane who want to manage projects and issues through MCP-compatible interfaces

Dev low

kenneives/design-token-bridge-mcp

Various

MCP server that translates design tokens between platforms — Tailwind, Figma, CSS to Material 3, SwiftUI, and CSS Variables. Built for the v0 → Figma → Claude Code pipeline.

★ 2 updated 2mo ago
open-source

Best for: Developers building automated design-to-code pipelines who need to convert tokens between design and development tools.

Dev low

kestra-io/mcp-server-python

Various

Python MCP Server for Kestra — you can use it as a tool in Kestra's AI Agents

★ 27 updated 1mo ago
open-source

Best for: Developers building custom Python tools for Kestra AI agents

Dev low

kevinswint/xcode-studio-mcp

Various

Unified MCP server for AI-assisted iOS development — build, deploy, screenshot, and interact with iOS Simulator from Claude Code, Cursor, or any MCP client

★ 7 updated 2mo ago
open-source

Best for: iOS developers who use AI coding assistants and want to automate simulator tasks

Dev low

keturiosakys/bluesky-context-server

Various

Bluesky MCP server

★ 31 updated 10mo ago
open-source

Best for: Developers building AI assistants that need real-time access to Bluesky content

Dev low

khalidsaidi/ragmap

Various

RAG MCP Registry Finder (RAGMap): subregistry API + MCP server + Firestore ingestion

★ 4 updated 12d ago
open-source

Best for: Developers building RAG applications that need to discover and serve MCP registries

Dev low

Khamel83/argus

Various

Multi-provider web search broker for AI agents. 14 providers, budget-aware routing, content extraction — one API.

★ 2 updated 12d ago
open-source

Best for: Developers building AI agents that need flexible, multi-provider web search with cost management

Dev low

khan2a/telephony-mcp-server

Various

A very simple no-fuss minimalist MCP Server with telephony tools like voice call and sms. This MCP Server can be integrated with LLM applications. Vonage API is used for calls, SMS

★ 11 updated 10mo ago
open-source

Best for: Python developers building LLM-integrated tools that need basic telephony actions

Dev low

khaoss85/arvo-mcp

Various

MCP Server for Arvo AI Personal Trainer - Connect Claude Desktop to your training data

★ 1 updated 4mo ago
open-source

Best for: Developers who use Arvo AI Personal Trainer and want to query their fitness data via Claude Desktop

Dev low

khaoss85/mcp-orchestro

Various

Transform product ideas into reality with an intelligent orchestration system that bridges Product Managers, Developers, and AI. Orchestro conducts the entire development symphony:

★ 15 updated 8mo ago
open-source

Best for: Developers experimenting with multi-agent orchestration for product development workflows

Dev low

khglynn/spotify-bulk-actions-mcp

Various

MCP server for bulk Spotify operations - batch playlist creation with confidence scoring, library exports, CSV imports, and human-in-the-loop review for uncertain matches

★ 1 updated 5mo ago
open-source

Best for: Developers who want to batch manage Spotify libraries with uncertainty handling

Dev low

kiarash-portfolio-mcp

Various

WebMCP-enabled portfolio with Ed25519 signed discovery. AI agents can query projects, skills, and execute terminal commands. Built on Cloudflare Pages Functions.

open-source

Best for: Developers who want their portfolio to be natively discoverable and queryable by AI agents.

Dev low

kiliczsh/mcp-mongo-server

Various

A Model Context Protocol Server for MongoDB

★ 279 updated 4mo ago
open-source

Best for: Developers building AI agents that need direct, natural language access to MongoDB databases.

Dev low

kimimgo/viznoir

Various

VTK is all you need. AI-Ready VTK visualization for science and engineering.

★ 13 updated 12d ago
open-source

Best for: Scientists and engineers seeking VTK-based visualization with potential AI integration

Dev low

kimdonghwi94/Web-Analyzer-MCP

Various

This project is a web analysis summary MCP server project.

★ 3 updated 9mo ago
open-source

Best for: Developers exploring MCP servers for web content summarization with Python

Dev low

kimtaeyoon83/mcp-server-youtube-transcript

Various

This is an MCP server that allows you to directly download transcripts of YouTube videos.

★ 551 updated 5mo ago
open-source

Best for: Developers who need a quick, no-frills way to get YouTube transcripts into their MCP-compatible tools

Dev low

kimtth/mcp-aoai-web-browsing

Various

A minimal Model Context Protocol 🖥️ server/client🧑‍💻with OpenAI and 🌐 web browser control via Playwright.

★ 34 updated 2mo ago
open-source

Best for: Developers needing a simple MCP-based browser control tool for prototyping or personal projects.

Dev low

kimwwk/repocrunch

Various

Analyze GitHub repos into structured JSON. No AI, fully deterministic.

★ 8 updated 3mo ago
open-source

Best for: Developers needing a straightforward, deterministic way to serialize repo structure without AI

Dev low

kimtth/mcp-remote-call-ping-pong

Various

🏓 An experimental and educational script for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls

★ 1 updated 1y ago
open-source

Best for: Developers who want a simple educational example to understand remote MCP calls

Dev low

kindly-software/kdb

Various

Kindly Debugger - Time-Travel Debugging for AI Workflows

★ 0 updated 6mo ago
open-source

Best for: Developers debugging unpredictable AI agent or pipeline behavior

Dev low

king-of-the-grackles/reddit-research-mcp

Various

Turn Reddit's chaos into structured insights with full citations. MCP server for competitive analysis, customer discovery, and market research. Zero-setup hosted solution with sema

★ 119 updated 1mo ago
open-source

Best for: Developers and researchers needing quick, citation-backed Reddit insights for market or competitive analysis.

Dev low

kindrat86/mcp-deal-flow-signal

Various

MCP server for VC Deal Flow Signal — startup engineering acceleration data for investors

★ 4 updated 19d ago
open-source

Best for: VC investors and analysts who need to surface startup engineering metrics within AI-powered tools.

Dev low

kioie/tiny-go-mcp-server

Various

Minimal Go MCP toolkit on the official go-sdk — stdio, HTTP, SSE; tools, resources, prompts; struct-derived JSON Schema; ~5MB static binaries.

★ 1 updated 15d ago
open-source

Best for: Go developers needing a minimal, self-contained MCP server starter

Dev low

kitao/pyxel-mcp

Various

MCP server for AI-assisted retro game development with Pyxel

★ 19 updated 1mo ago
open-source

Best for: Developers using Pyxel who want to speed up game creation with AI assistance

Dev low

kiwamizamurai/mcp-kibela-server

Various

MCP server implementation for Kibela API integration

★ 6 updated 9mo ago
open-source

Best for: Development teams already using Kibela who want to integrate it with MCP-enabled AI tools

Dev low

kiro0x/five-mcp

Various

160,000 deductively-derived JSON constraints that enforce LLM persona consistency — eliminates persona drift across interactions.

★ 0 updated 17d ago
open-source

Best for: Developers building LLM applications that require strict, long-term persona adherence without manual rule engineering.

Dev low

kkjdaniel/bgg-mcp

Various

BGG MCP provides access to BoardGameGeek and a variety of board game related data through the Model Context Protocol. Enabling retrieval and filtering of board game data, user coll

★ 43 updated 1mo ago
open-source

Best for: Developers building AI assistants or tools that need structured board game data

Dev low

kj455/mcp-kibela

Various

MCP server implementation that enables AI assistants to search and reference Kibela content

★ 12 updated 1y ago
open-source

Best for: Teams using Kibela who want AI assistants to search their internal docs

Dev low

Klavis-AI/YouTube

Various

Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

★ 5,749 updated 12d ago
open-source

Best for: Developers building AI agents that need structured, programmatic access to YouTube data

Dev low

klever-io/mcp-klever-vm

Various

MCP server for Klever blockchain smart contract development

★ 31 updated 25d ago
open-source

Best for: Developers building smart contracts on the Klever blockchain who want AI-assisted deployment and testing

Dev low

knewstimek/agent-tool

Various

MCP tool server for AI coding agents -- encoding-aware file tools, binary analysis, DAP debugger, SSH/SFTP, process memory, and more

★ 18 updated 1mo ago
open-source

Best for: Developers building AI coding agents that require low-level system access and debugging capabilities

Dev low

knowledgepa3/gia-mcp-server

Various

MCP server for GIA Governance — runtime governance for AI agents. 33+ tools. Free starter key → gia.aceadvising.com/get-api-key

★ 2 updated 21d ago
open-source

Best for: Developers who need to add governance and compliance to AI agents at runtime

Dev low

kopfrechner/gitlab-mr-mcp

Various

Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.

★ 90 updated 1mo ago
open-source

Best for: Developers who want an AI assistant to automate GitLab merge request reviews and issue management.

Dev low

kosminus/querywise-mcp

Various

An MCP server (and a CLI) that lets an LLM query your databases in natural language through a business semantic layer — glossary, metric definitions, data dictionary, knowledge bas

★ 1 updated 19d ago
open-source

Best for: Developers building natural-language data query interfaces that need business context and schema grounding

Dev low

korotovsky/slack-mcp-server

Various

The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.

★ 1,639 updated 23d ago
open-source

Best for: Developers building AI agents that need to interact with Slack workspaces without admin approval.

Dev low

KOVY/agentforge-trust-mcp

Various

MCP server exposing AgentForge Trust Score audit tools for AI agents

★ 0 updated 28d ago
open-source

Best for: Developers building or auditing AI agents who need a standardized trust score interface via MCP

Dev low

krissanders/ai-visibility-mcp

Various

MCP server that audits AI-bot visibility: robots.txt per-bot, JSON-LD, llms.txt, brand mentions in LLM answers, competitor compare. SSRF-guarded, spend-capped.

★ 0 updated 21d ago
open-source

Best for: Developers and SEOs who need to audit and improve their site's discoverability by AI bots.

Dev low

krystiangw/agenticpay

Various

MCP-native pay-per-tool-call micropayments for AI agents (Solana + USDC + x402)

★ 2 updated 12d ago
open-source

Best for: Developers experimenting with blockchain-based micropayments for MCP-compliant AI agents

Dev low

KS-GEN-AI/confluence-mcp-server

Various

A test of confluence mcp server

★ 13 updated 1mo ago
open-source

Best for: Developers exploring MCP protocol patterns with Confluence in proof-of-concept projects

Dev low

KryptosAI/mcp-observatory

Various

An MCP server that tests your MCP servers for breaking changes

★ 1 updated 2mo ago
open-source

Best for: Developers who maintain MCP servers and need a lightweight tool to catch breaking changes

Dev low

KS-GEN-AI/jira-mcp-server

Various

A test of jira mcp server

★ 25 updated 7mo ago
open-source

Best for: Developers experimenting with MCP and Jira integration

Dev low

kshern/mcp-tavily

Various

mcp server of tavily

★ 10 updated 1y ago
open-source

Best for: Developers building MCP-compatible AI assistants that need reliable web search without custom scraping

Dev low

ksterx/srunx

Various

A modern Python library for SLURM workload manager integration with workflow orchestration capabilities.

★ 13 updated 28d ago
open-source

Best for: Python developers managing HPC workflows on SLURM clusters

Dev low

ktanaka101/mcp-server-duckdb

Various

A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities

★ 176 updated 1y ago
open-source

Best for: Developers building AI agents that need lightweight SQL querying on local or analytical datasets.

Dev low

kukapay/bitcoin-utxo-mcp

Various

An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and block statistics.

★ 2 updated 9mo ago
open-source

Best for: Developers building AI assistants that need live Bitcoin UTXO data

Dev low

kukapay/blockbeats-mcp

Various

An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.

★ 8 updated 6mo ago
open-source

Best for: Developers building AI agents that need a dedicated blockchain news feed from BlockBeats.

Dev low

kukapay/binance-alpha-mcp

Various

An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.

★ 8 updated 1y ago
open-source

Best for: Developers experimenting with agent-driven crypto trading on Binance Alpha

Dev low

kukapay/bridge-metrics-mcp

Various

An MCP server that provides real-time cross-chain bridge metrics.

★ 2 updated 9mo ago
open-source

Best for: Developers building AI agents that need live cross-chain bridge metrics

Dev low

kukapay/chainlink-feeds-mcp

Various

An MCP server that provides real-time access to Chainlink's decentralized on-chain price feeds.

★ 6 updated 10mo ago
open-source

Best for: Developers building AI agents or bots that need reliable, real-time on-chain price data from Chainlink oracles.

Dev low

kukapay/cointelegraph-mcp

Various

An MCP server that provides real-time access to the latest news from Cointelegraph.

★ 11 updated 1y ago
open-source

Best for: Developers building crypto-aware AI agents or chatbots that need live Cointelegraph headlines.

Dev low

kukapay/crypto-feargreed-mcp

Various

Providing real-time and historical Crypto Fear & Greed Index data

★ 53 updated 1y ago
open-source

Best for: Developers building AI agents for crypto trading or sentiment analysis who need quick MCP access to the Fear & Greed Index.

Dev low

kukapay/crypto-indicators-mcp

Various

An MCP server providing a range of cryptocurrency technical analysis indicators and strategies.

★ 125 updated 6mo ago
open-source

Best for: Developers building crypto analysis tools or trading bots who need a lightweight, protocol-based indicator server

Dev low

kukapay/crypto-news-mcp

Various

An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.

★ 14 updated 6mo ago
open-source

Best for: Developers building AI agents that need up-to-date cryptocurrency news.

Dev low

kukapay/crypto-orderbook-mcp

Various

An MCP server that analyzes order book depth and imbalance across major crypto exchanges.

★ 17 updated 1y ago
open-source

Best for: Developers building crypto trading bots or analysis tools that need cross-exchange order book intelligence

Dev low

kukapay/crypto-portfolio-mcp

Various

An MCP server for tracking and managing cryptocurrency portfolio allocations.

★ 9 updated 1y ago
open-source

Best for: Developers building AI agents that need real-time crypto portfolio data

Dev low

kukapay/crypto-projects-mcp

Various

An MCP server that provides cryptocurrency project data to AI agents

★ 1 updated 1y ago
open-source

Best for: Developers adding cryptocurrency project data to MCP-compatible AI agents

Dev low

kukapay/crypto-whitepapers-mcp

Various

An MCP server serving as a structured knowledge base of crypto whitepapers.

★ 6 updated 1y ago
open-source

Best for: Developers building AI agents that need to answer questions from crypto whitepapers.

Dev low

kukapay/cryptopanic-mcp-server

Various

Provide latest cryptocurrency news to AI agents.

★ 72 updated 6mo ago
open-source

Best for: Developers building AI agents that need real-time crypto news

Dev low

kukapay/dao-proposals-mcp

Various

An MCP server that aggregates live governance proposals from major DAOs.

★ 2 updated 10mo ago
open-source

Best for: Developers building AI agents or tools that need real-time governance data from major DAOs

Dev low

kukapay/defi-yields-mcp

Various

An MCP server for AI agents to explore DeFi yield opportunities, powered by DefiLlama.

★ 14 updated 1y ago
open-source

Best for: Developers building AI agents that need real-time DeFi yield data via a standardized protocol

Dev low

kukapay/dex-pools-mcp

Various

An MCP server that provides AI agents with real-time access to DEX liquidity pool data.

★ 1 updated 8mo ago
open-source

Best for: Developers building AI agents that need live, on-chain DEX liquidity data without building their own data pipeline.

Dev low

kukapay/dexscreener-trending-mcp

Various

An MCP server that provides real-time trending tokens from DexScreener.

★ 0 updated 5mo ago
open-source

Best for: Developers building AI agents or tools that need live trending token data from DexScreener via MCP

Dev low

kukapay/dune-analytics-mcp

Various

A mcp server that bridges Dune Analytics data to AI agents.

★ 40 updated 1y ago
open-source

Best for: Developers building AI agents that need on-chain crypto data from Dune Analytics

Dev low

kukapay/etf-flow-mcp

Various

An MCP server that delivers crypto ETF flow data to power AI agents' decision-making.

★ 8 updated 1y ago
open-source

Best for: Developers building AI agents that require crypto ETF flow metrics

Dev low

kukapay/freqtrade-mcp

Various

An MCP server that integrates with the Freqtrade cryptocurrency trading bot.

★ 118 updated 6mo ago
open-source

Best for: Developers building AI agents that need to interact with a Freqtrade cryptocurrency trading bot

Dev low

kukapay/ethereum-validator-queue-mcp

Various

An MCP server that tracks Ethereum’s validator activation and exit queues in real time.

★ 1 updated 10mo ago
open-source

Best for: Developers building staking or Ethereum infrastructure tools that need live queue data

Dev low

kukapay/funding-rates-mcp

Various

An MCP server that provides real-time funding rate data across major crypto exchanges.

★ 7 updated 1y ago
open-source

Best for: Developers building crypto trading tools or AI agents that need live funding rate data

Dev low

kukapay/hyperliquid-info-mcp

Various

An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.

★ 28 updated 1y ago
open-source

Best for: Developers building Hyperliquid trading bots or analytics tools using the Model Context Protocol

Dev low

kukapay/hyperliquid-whalealert-mcp

Various

An MCP server that provides real-time whale alerts on Hyperliquid.

★ 12 updated 6mo ago
open-source

Best for: Developers building trading bots or AI agents that need real-time whale alerts on Hyperliquid.

Dev low

kukapay/jupiter-mcp

Various

An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.

★ 27 updated 12mo ago
open-source

Best for: Developers building MCP-based agents or assistants that need Solana token swap functionality

Dev low

kukapay/modbus-mcp

Various

An MCP server that standardizes and contextualizes industrial Modbus data.

★ 24 updated 1y ago
open-source

Best for: Developers building MCP-based AI assistants or automation tools for industrial environments

Dev low

kukapay/opcua-mcp

Various

An MCP server that connects to OPC UA-enabled industrial systems.

★ 26 updated 7mo ago
open-source

Best for: Developers building AI agents for industrial automation and monitoring

Dev low

kukapay/nearby-search-mcp

Various

An MCP server for nearby place searches with IP-based location detection.

★ 22 updated 1y ago
open-source

Best for: Developers building location-aware AI agents or chatbots that need quick, approximate place search without user permission prompts.

Dev low

kukapay/polymarket-predictions-mcp

Various

An MCP server that delivers real-time market odds from Polymarket.

★ 4 updated 8mo ago
open-source

Best for: Developers building AI agents that need live prediction market odds.

Dev low

kukapay/pancakeswap-poolspy-mcp

Various

An MCP server that tracks newly created liquidity pools on Pancake Swap

★ 8 updated 1y ago
open-source

Best for: Developers building automated trading or monitoring tools on BNB Chain

Dev low

kukapay/pumpswap-mcp

Various

An MCP server that enables AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.

★ 6 updated 1y ago
open-source

Best for: Developers building autonomous trading agents on PumpSwap

Dev low

kukapay/raydium-launchlab-mcp

Various

An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).

★ 3 updated 1y ago
open-source

Best for: Developers building autonomous agents or bots for Solana DeFi token management

Dev low

kukapay/rug-check-mcp

Various

An MCP server that detects potential risks in Solana meme tokens.

★ 19 updated 1y ago
open-source

Best for: Developers building AI agents or bots that need to assess risks of Solana meme tokens

Dev low

kukapay/stargate-bridge-mcp

Various

An MCP server that enables cross-chain token transfers via the Stargate protocol.

★ 0 updated 7mo ago
open-source

Best for: Developers building AI agents or automation scripts that need to move tokens across blockchains

Dev low

kukapay/thegraph-mcp

Various

An MCP server that powers AI agents with indexed blockchain data from The Graph.

★ 8 updated 10mo ago
open-source

Best for: Developers building AI agents that need access to decentralized blockchain data

Dev low

kukapay/token-minter-mcp

Various

An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.

★ 18 updated 1y ago
open-source

Best for: Developers building AI agents that need to programmatically mint ERC-20 tokens across different chains

Dev low

kukapay/token-revoke-mcp

Various

An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.

★ 3 updated 1y ago
open-source

Best for: Developers needing automated token allowance management in MCP-enabled environments

Dev low

kukapay/twitter-username-changes-mcp

Various

An MCP server that tracks the historical changes of Twitter usernames.

★ 3 updated 1y ago
open-source

Best for: Developers building AI assistants that need to track Twitter username changes.

Dev low

kukapay/uniswap-poolspy-mcp

Various

An MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks.

★ 9 updated 1y ago
open-source

Best for: Developers building trading bots or AI agents that need real-time Uniswap pool creation data

Dev low

kukapay/uniswap-price-mcp

Various

An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.

★ 2 updated 1y ago
open-source

Best for: Developers building MCP-based tools that need on-chain price data from Uniswap V3.

Dev low

kukapay/uniswap-trader-mcp

Various

An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains.

★ 37 updated 1y ago
open-source

Best for: Developers building AI agents that need decentralized swap capabilities

Dev low

kukapay/wallet-inspector-mcp

Various

An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.

★ 8 updated 1y ago
open-source

Best for: Developers building AI agents that need to inspect wallet balances and onchain activity across EVM and Solana networks

Dev low

kukapay/web3-jobs-mcp

Various

An MCP server that provides AI agents with real-time access to curated Web3 jobs.

★ 7 updated 1y ago
open-source

Best for: Developers building AI agents that need to search or monitor Web3 job opportunities.

Dev low

kukapay/whale-tracker-mcp

Various

A mcp server for tracking cryptocurrency whale transactions.

★ 58 updated 1y ago
open-source

Best for: Developers building AI agents that need real-time blockchain whale alerts

Dev low

kunallunia/twitter-mcp

Various

Manage your twitter account using mcp

★ 59 updated 1y ago
open-source

Best for: Python developers automating Twitter through MCP-enabled AI assistants

Dev low

kunwar-shah/claudex

Various

MCP server with persistent memory + FTS5 search for Claude Code conversation history. Index your ~/.claude/projects/, expose 10 MCP tools, browse via web UI. MIT-licensed.

★ 88 updated 1mo ago
open-source

Best for: Developers using Claude Code who need to search and reuse past conversation history

Dev low

kushneryk/join.cloud

Various

Join.cloud lets AI agents work together in real-time rooms. Agents join a room, exchange messages, commit files to shared storage, and optionally review each other's work — all thr

★ 65 updated 2mo ago
open-source

Best for: Developers building multi-agent systems that need real-time collaboration and file sharing.

Dev low

KuvopLLC/better-bear

Various

KuvopLLC/better-bear — indexed from awesome-mcp-servers-punkpeye

★ 58 updated 1mo ago
open-source

Best for: macOS developers who use Bear and want to connect AI assistants to their personal knowledge base

Dev low

KVANTRA-dev/NOUZ-MCP

Various

MCP Server for local knowledge systems

★ 14 updated 14d ago
open-source

Best for: Developers needing a lightweight, local knowledge server for MCP-based agents.

Dev low

KuvopLLC/purroxy2

Various

KuvopLLC/purroxy2 — indexed from awesome-mcp-servers-punkpeye

★ 1 updated 1mo ago
open-source

Best for: Developers seeking a basic proxy MCP server for experimental or low-risk use

Dev low

KyrieTangSheng/mcp-server-nationalparks

Various

📇 ☁️ - National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks

★ 39 updated 12mo ago
open-source

Best for: Developers building AI travel assistants or trip planning tools for U.S. national parks

Dev low

kw510/strava-mcp

Various

A Model Context Protocol (MCP) server with Strava OAuth integration, built on Cloudflare Workers. Enables secure authentication and tool access for MCP clients like Claude and Curs

★ 26 updated 1y ago
open-source

Best for: Developers who need to connect Strava user accounts to MCP-based AI tools

Dev low

KyuRish/fiverr-mcp-server

Various

MCP server for searching Fiverr gigs, sellers, and reviews

★ 2 updated 3mo ago
open-source

Best for: Developers building AI assistants that need to search Fiverr services

Dev low

KyuRish/mcp-dashboards

Various

Turn your data into interactive dashboards inside any AI client - MCP Apps powered

★ 29 updated 1mo ago
open-source

Best for: Developers who want to embed data dashboards directly inside MCP-compatible AI assistants

Dev low

KyuRish/trading212-mcp-server

Various

MCP server for Trading 212 - portfolio analytics, order management, pies, dividends. Works with Claude, ChatGPT, Cursor, Windsurf.

★ 0 updated 2mo ago
open-source

Best for: Developers who write tools to automate Trading 212 interactions through AI assistants

Dev low

l33tdawg/sage

Various

(S)AGE - (Sovereign) Agent Governed Experience

★ 228 updated 12d ago
open-source

Best for: Developers exploring sovereign agent architectures in Go

Dev low

Kzino/vorim-mcp-server

Various

MCP server for Vorim AI — AI agent identity, permissions, and audit trails. 17 tools for Claude, Cursor, VS Code, and any MCP-compatible client.

★ 1 updated 15d ago
open-source

Best for: Developers exploring MCP-based identity and audit for AI agents in experimental or self-hosted setups

Dev low

labeveryday/nba_mcp_server

Various

NBA MCP server to get nba stats and data

★ 8 updated 2mo ago
open-source

Best for: Developers who need a lightweight MCP server to expose NBA data for AI agent integrations

Dev low

Labs64/NetLicensing-MCP

Various

The official NetLicensing MCP Server is a natural language interface that enables agentic applications to manage the full software licensing lifecycle in Labs64 NetLicensing 👉🏼 w

★ 1 updated 1mo ago
open-source

Best for: Developers building agentic applications that need to manage software licensing through Labs64 NetLicensing without writing API calls

Dev low

LadislavSopko/mcp-ai-server-visual-studio

Various

MCP AI Server - Roslyn-powered MCP server for Visual Studio. 20 tools for AI assistants.

★ 29 updated 3mo ago
open-source

Best for: Visual Studio developers building AI-assisted coding tools

Dev low

LamboPoewert/mcp-server-madeonsol

Various

MCP server for MadeOnSol Solana KOL intelligence — use from Claude, Cursor, or any MCP client

★ 0 updated 13d ago
open-source

Best for: Developers who need Solana KOL intelligence accessible from MCP-compatible tools

Dev low

lamemind/mcp-server-multiverse

Various

A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.

★ 77 updated 2mo ago
open-source

Best for: Developers who need to run multiple concurrent MCP server instances in isolated environments.

Dev low

langfuse/mcp-server-langfuse

Various

Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol.

★ 167 updated 1y ago
open-source

Best for: Developers already using Langfuse who need MCP-based prompt management and automation

Dev low

lanchuske/local-mcp

Various

LMCP — Give your AI native access to your apps. 189 tools across macOS and Windows. Mail, Calendar, Teams, OneDrive, Outlook, Google Drive and more. 100% local.

★ 14 updated 12d ago
open-source

Best for: Developers building local AI agents that need to control desktop apps and cloud services

Dev low

laradji/deadzone

Various

laradji/deadzone — indexed from awesome-mcp-servers-punkpeye

★ 2 updated 1mo ago
open-source

Best for: Developers cleaning up dead code in Go or multi-language projects

Dev low

LarryWalkerDEV/mcp-immostage

Various

MCP Server for AI Virtual Staging — stage rooms, beautify floor plans, classify images, optimize property listings. Built by immostage.ai

★ 2 updated 3mo ago
open-source

Best for: Real estate professionals and developers building property listing tools

Dev low

last9/last9-mcp-server

Various

Last9 MCP Server

★ 57 updated 12d ago
open-source

Best for: Developers building AI-powered observability workflows on Last9's platform

Dev low

latex-mcp-server

Various

An MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.

★ 6 updated 9mo ago
open-source

Best for: Researchers or developers automating LaTeX document preparation

Dev low

laukikk/alpaca-mcp

Various

MCP for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data

★ 32 updated 11mo ago
open-source

Best for: Developers building AI agents that need programmatic access to Alpaca trading functionality

Dev low

layervai/qurl-mcp

Various

MCP server for QURL - secure link management for AI agents

★ 3 updated 12d ago
open-source

Best for: Developers building AI agents that need secure, short-lived links

Dev low

laundromatic/shopgraph

Various

The extraction API that shows its work. Product data extraction with per-field confidence scoring and extraction provenance. REST API + MCP server. 50 free calls/month.

★ 3 updated 12d ago
open-source

Best for: Developers who need transparent, auditable product data extraction with confidence metrics.

Dev low

LaurieWired/GhidraMCP

Various

MCP Server for Ghidra

★ 9,080 updated 11mo ago
open-source

Best for: Security researchers and reverse engineers who use Ghidra and want to leverage AI agents for scripted analysis.

Dev low

leadbrain/korean-data-mcp

Various

🇰🇷 MCP server for Korean web data — Naver, Melon, Daangn, Bunjang, Musinsa via Apify

★ 0 updated 3mo ago
open-source

Best for: Developers building MCP-based tools that need structured data from popular Korean web services.

Dev low

leehanchung/bing-search-mcp

Various

MCP Server for Bing Search API

★ 78 updated 1y ago
open-source

Best for: Developers building MCP-compatible AI agents that need web search

Dev low

leap-laboratories/discovery-engine

Various

Discovery Engine — find novel, statistically validated patterns in tabular data

★ 6 updated 15d ago
open-source

Best for: Data scientists and researchers who need a lightweight tool for statistically validated pattern mining in tabular datasets.

Dev low

Leekangbum/networklytics-mcp

Various

Leekangbum/networklytics-mcp — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 14d ago
open-source

Best for: Developers prototyping AI agents that need basic network data access

Dev low

leesgit/claude-session-continuity-mcp

Various

leesgit/claude-session-continuity-mcp — indexed from awesome-mcp-servers-punkpeye

★ 1 updated 26d ago
open-source

Best for: Developers experimenting with session persistence for Claude in small projects or prototypes

Dev low

leonardoca1/aesthetics-wiki-mcp

Various

MCP server for the Aesthetics Wiki (aesthetics.fandom.com) — search, read, and discover aesthetics from your LLM.

★ 3 updated 1mo ago
open-source

Best for: Developers building LLM applications that need access to aesthetic definitions and cultural movements.

Dev low

LeonTing1010/tap

Various

Local-first browser automation MCP for Claude Code / Cursor. taprun compiles once with AI, your authenticated Chrome replays forever at zero LLM tokens. Credentials never leave you

★ 8 updated 12d ago
open-source

Best for: Developers using Claude Code or Cursor who need simple, token-efficient browser automation

Dev low

lfnovo/content-core

Various

Extract what matters from any media source

★ 152 updated 1mo ago
open-source

Best for: Developers needing a simple content extraction tool for diverse media.

Dev low

Leximo-AI/leximo-ai-call-assistant-mcp-server

Various

An MCP (Model Context Protocol) server that lets you schedule AI phone calls and manage Leximo assignments directly from Claude Desktop or Claude Code — no app switching needed.

★ 1 updated 3mo ago
open-source

Best for: Developers who want to trigger AI phone calls from their Claude workflow without leaving the interface

Dev low

lfrmonteiro99/memento-mcp

Various

Persistent memory MCP server with typed memories, decay scoring, and token-aware context injection

★ 1 updated 12d ago
open-source

Best for: Developers needing persistent, token-aware memory for MCP-compatible AI agents

Dev low

lharries/whatsapp-mcp

Various

WhatsApp MCP server

★ 5,715 updated 11mo ago
open-source

Best for: Developers building AI agents that need real-time WhatsApp integration

Dev low

lightningfaucet/lightning-wallet-mcp

Various

MCP Server for Lightning Faucet - Give your AI agent a Bitcoin wallet

★ 8 updated 1mo ago
open-source

Best for: Developers prototyping AI agents that need to send or receive small Bitcoin payments on a test network.

Dev low

lightpanda-io/gomcp

Various

Lightpanda MCP server written in Go

★ 65 updated 3mo ago
open-source

Best for: Developers who want a lightweight Go-native MCP server for prototyping or custom AI tool integrations

Dev low

lihtness/gnomon-mcp

Various

lihtness/gnomon-mcp — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 18d ago
open-source

Best for: Developers seeking a minimal Python MCP server example or experimenting with gnomon-related integrations

Dev low

likidodefi/riskstate-mcp

Various

📇 ☁️ 🍎 🪟 🐧 - Deterministic risk governance for crypto trading agents. 5-level policy engine with position sizing, leverage limits, and trade blocking. BTC + ETH.

open-source

Best for: Developers building automated crypto trading agents that need enforceable risk guardrails

Dev low

LincolnBurrows2017/filesystem-mcp

Various

Model Context Protocol server for file system operations

★ 0 updated 3mo ago
open-source

Best for: Developers prototyping AI-driven file management tools

Productivity low

Linear MCP Server

Linear

Official Linear MCP server — expose Linear's project and issue tracking APIs as MCP tools for issues, projects, cycles, teams, and comments.

free

Best for: Linear-first product and engineering teams that want agents to automate issue triage, project tracking, and cycle management across the full Linear workspace

Dev low

Linked-API/linkedapi-mcp

Various

MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

★ 54 updated 12d ago
open-source

Best for: Developers building AI agents that need to automate LinkedIn interactions

Dev low

line/line-bot-mcp-server

Various

MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

★ 591 updated 12d ago
open-source

Best for: Developers building AI agents that interact with LINE Official Accounts

Dev low

linuxsuren/atest-mcp-server

Various

MCP Server of API Testing

★ 6 updated 7mo ago
open-source

Best for: Developers building MCP-based tools that need API testing capabilities

Dev low

linw1995/nvim-mcp

Various

A Model Context Protocol (MCP) server that provides seamless integration with Neovim instances, enabling AI assistants to interact with your editor through connections and access d

★ 56 updated 1mo ago
open-source

Best for: Neovim users who want to give AI assistants direct access to their editor state and diagnostics

Dev low

linxule/lotus-wisdom-mcp

Various

Contemplative reasoning MCP server — Lotus Sutra wisdom framework with interactive ext-apps journey visualization.

★ 27 updated 2mo ago
open-source

Best for: Developers exploring contemplative or philosophical AI interactions

Dev low

linxule/mineru-mcp

Various

📇 ☁️ - MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX with OCR (109 languages), batch processing (200 docs), page ranges, and local file upload. 73

★ 5 updated 1mo ago
open-source

Best for: Developers who need a programmable OCR server with multi-format, multi-language support for AI document pipelines

Dev low

lionkiii/google-searchconsole-mcp

Various

MCP server for Google Search Console — query search analytics, inspect URLs, find keyword opportunities, track SEO performance. Works with Claude Desktop, Cursor, Windsurf.

★ 1 updated 2mo ago
open-source

Best for: Developers who want to incorporate Google Search Console data into MCP-compatible workflows

Dev low

Liquidiction/liquidiction-mcp

Various

MCP server for Hyperliquid HIP-4 prediction markets - query live odds, orderbooks, candles, trades, and positions from any AI agent

★ 5 updated 1mo ago
open-source

Best for: Developers building AI agents that need live Hyperliquid prediction market data

Dev low

lionkiii/rss-feeds-mcp

Various

MCP server for RSS feeds — fetch, filter, search blog posts from any RSS source. Works with Claude Desktop, Cursor, Windsurf. No API keys needed.

★ 3 updated 2mo ago
open-source

Best for: Developers who want to feed RSS data into AI assistants like Claude Desktop

Dev low

liquidmetal-ai/raindrop-mcp

Various

📇 ☁️ - The best way to deploy cloud infrastructure using Claude Code and MCP.

open-source

Best for: Developers using Claude Code who want to deploy and manage cloud infrastructure through natural language commands

Dev low

lithtrix/lithtrix-mcp

Various

Memory Consolidation for AI agents across vendors, owners, and time. Persistent memory, credibility-scored web search, browser fetch, and a shared Commons pool — all under a stable

★ 0 updated 1mo ago
open-source

Best for: Developers building multi-agent systems that need persistent, cross-session memory

Dev low

lisamaraventano-spine/mcp-server

Various

MCP server for Underground Cultural District — 23 tools, 218+ digital goods for AI agents. Free dev tools + paid catalog + Stripe checkout. npm: @underground-cultural-district/mcp-

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that interact specifically with the Underground Cultural District's digital goods and services

Dev low

littlebearapps/outlook-assistant

Various

MCP server for Outlook email, calendar, and contacts — let your AI assistant manage your inbox directly from the conversation.

★ 19 updated 18d ago
open-source

Best for: Developers who want to give their AI assistant direct access to Microsoft Outlook

Dev low

liveblocks/liveblocks-mcp-server

Various

MCP server for Liveblocks.

★ 16 updated 1mo ago
open-source

Best for: Developers adding AI copilot functionality to applications using Liveblocks for real-time collaboration

Dev low

live-direct-marketing/ldm-inbox-check-mcp

Various

MCP server for email deliverability testing across 9 providers. Test inbox placement (Inbox vs Spam vs Promotions) with SPF/DKIM/DMARC verification. Works with Claude Desktop, Curs

★ 0 updated 1mo ago
open-source

Best for: Developers and email marketers needing automated deliverability testing across multiple providers

Dev low

lmwharton/sieve-mcp

Various

From company name to investment decision. Sieve scores startups across 7 dimensions so you know who's worth a meeting.

★ 4 updated 2mo ago
open-source

Best for: Early‑stage investors and analysts needing fast, repeatable startup evaluations.

Dev low

lnbits/LNbits-MCP-Server

Various

An MCP server for LNbits

★ 5 updated 2mo ago
open-source

Best for: Developers building AI agents that need Lightning Network payment capabilities via LNbits

Dev low

localseodata/mcp-server

Various

MCP server for Local SEO Data. Gives AI assistants access to 42 local SEO tools.

★ 0 updated 1mo ago
open-source

Best for: Developers building AI assistants that need direct access to local SEO data

Dev low

localstack/localstack-mcp-server

Various

MCP Server for LocalStack

★ 23 updated 12d ago
open-source

Best for: Developers who want AI assistants to directly control a local AWS emulator for testing or prototyping.

Dev low

lodordev/mcp-tautulli

Various

MCP server for Tautulli — Plex monitoring via Claude Code

★ 2 updated 2mo ago
open-source

Best for: Developers using Claude Code who need to monitor a Plex server through Tautulli

Dev low

lodordev/mcp-romm

Various

MCP server for RomM — browse and manage your retro game library with AI

★ 4 updated 2mo ago
open-source

Best for: Developers who want to manage their retro game library through AI assistants like Claude.

Dev low

lodordev/mcp-teslamate-fleet

Various

MCP server for TeslaMate analytics + Fleet API commands via Claude Code

★ 0 updated 2mo ago
open-source

Best for: Developers who want to control and monitor Tesla vehicles via Claude Code using TeslaMate data

Dev low

lofder/dsers-mcp-product

Various

lofder/dsers-mcp-product — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers building AI assistants for dropshipping automation with DSers

Dev low

log-logn/langfuse-mcp-java

Various

MCP server for Langfuse — query traces, debug errors, analyze sessions and prompts from any AI agent

★ 2 updated 2mo ago
open-source

Best for: Java developers who want to embed Langfuse trace queries into MCP-based agents.

Dev low

Logitale/toreador-mcp-server

Various

Official Model Context Protocol (MCP) server for Toreador — generate crypto QR codes and manage payment sessions from Claude Desktop, Cursor, ChatGPT and other MCP clients.

★ 0 updated 17d ago
open-source

Best for: Developers integrating cryptocurrency payments into MCP-enabled AI assistants

Dev low

loglux/authmcp-gateway

Various

🔐 Secure authentication proxy for MCP servers with JWT auth, real-time monitoring, and admin dashboard. Production-ready Docker deployment.

★ 7 updated 1mo ago
open-source

Best for: Developers needing a quick, production-grade auth layer for MCP servers

Dev low

logly/mureo

Various

Your local-first AI ad ops crew. Works with Claude Code, Cursor, Codex & Gemini.

★ 8 updated 13d ago
open-source

Best for: Developers and ad ops professionals who want AI assistance integrated into their local development workflow

Dev low

loglux/whatsapp-mcp-stream

Various

A WhatsApp MCP server built around Streamable HTTP transport, using Baileys for WhatsApp connectivity, with a web admin UI and bidirectional media flow (upload + download).

★ 4 updated 13d ago
open-source

Best for: Developers who need to link WhatsApp with MCP-based AI tools and want a ready-made server with a basic admin UI

Dev low

logotype/fixparser

Various

🎖 📇 ☁️ 🏠 📟 - FIX Protocol (send orders, market data, etc.) written in TypeScript.

open-source

Best for: Developers building FIX-based trading systems or financial data pipelines

Dev low

longbridge/longbridge-mcp

Various

longbridge/longbridge-mcp — indexed from awesome-mcp-servers-punkpeye

★ 7 updated 16d ago
open-source

Best for: Developers creating MCP-compatible AI agents that need to interact with Longbridge financial services

Dev low

longevity-genie/biothings-mcp

Various

MCP (Model Context Protocol) server for biothings

★ 32 updated 7mo ago
open-source

Best for: Developers building AI agents that need to query biomedical databases programmatically

Dev low

longevity-genie/opengenes-mcp

Various

MCP for the open-genes

★ 18 updated 8mo ago
open-source

Best for: Developers building AI assistants or agents that need to query open-genes gene data for longevity research

Dev low

longevity-genie/synergy-age-mcp

Various

🎖️ 🐍 🏠 ☁️ - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.

★ 10 updated 9mo ago
open-source

Best for: Researchers and developers building AI agents for longevity and aging genetics

Dev low

longportapp/openapi

Various

LongPort OpenAPI SDK Base.

★ 432 updated 12d ago
open-source

Best for: Rust developers building applications on the LongPort trading platform

Dev low

louis030195/apollo-io-mcp

Various

let AGI print dollars for you

★ 2 updated 7mo ago
open-source

Best for: Developers building AI agents that need to automate B2B sales prospecting and outreach

Dev low

louis030195/gptzero-mcp

Various

📇 ☁️ 🍎 🪟 🐧 - AI detection for text content with GPTZero API. Detect AI-generated text, get confidence scores, multilingual support (French/Spanish), and detailed probability br

★ 0 updated 8mo ago
open-source

Best for: Developers who need to check text authenticity through GPTZero within MCP-compatible AI tools

Dev low

louis030195/easy-obsidian-mcp

Various

wire your brain to AGI through the best obsidian MCP

★ 16 updated 7mo ago
open-source

Best for: Developers experimenting with connecting Obsidian to AI models via the Model Context Protocol

Dev low

louis030195/terminator-mcp-agent

Various

playwright for windows computer use

★ 1,508 updated 1mo ago
open-source

Best for: Developers needing reliable, scriptable automation of Windows desktop UIs

Dev low

louis030195/toggl-mcp

Various

let AGI know how you spend your time through the best Toggl MCP

★ 2 updated 8mo ago
open-source

Best for: Developers building AI agents that need access to Toggl time tracking data

Dev low

louiscklaw/hko-mcp

Various

Fetch data from Hong Kong Observatory with MCP

★ 1 updated 10mo ago
open-source

Best for: Developers building AI assistants that need localized Hong Kong weather data

Dev low

lpigeon/ros-mcp-server

Various

Connect AI models like Claude & GPT with robots using MCP and ROS.

★ 1,257 updated 12d ago
open-source

Best for: Developers integrating large language models with ROS-based robotic systems

Dev low

lpigeon/unitree-go2-mcp-server

Various

The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.

★ 79 updated 1y ago
open-source

Best for: Developers and roboticists who want to experiment with LLM-driven control of a Unitree Go2 robot

Dev low

LucasHild/mcp-server-bigquery

Various

A Model Context Protocol server that provides access to BigQuery

★ 126 updated 2mo ago
open-source

Best for: Developers who want to give AI assistants live query access to BigQuery datasets via the Model Context Protocol

Dev low

lucygoodchild/mcp-national-rail

Various

A Model Context Protocol (MCP) server to retrieve train schedules from National Rail

★ 6 updated 1y ago
open-source

Best for: Developers building AI tools or apps that need UK train schedule data via the Model Context Protocol

Dev low

LuizEduPP/rememb

Various

Persistent memory for AI agents — local, portable, zero config. Works with Cursor, Windsurf, Claude via MCP.

★ 3 updated 13d ago
open-source

Best for: Developers who want minimal-effort persistent memory for local AI agents

Dev low

Lukaris/framedeck-mcp

Various

MCP server for Framedeck — connect any AI assistant to your content production pipeline

★ 0 updated 2mo ago
open-source

Best for: Developers who want to connect AI assistants to their Framedeck content production workflows

Dev low

LukeLamb/claude-terminal-mcp

Various

Terminal, filesystem, and background-job tools for Claude Desktop on Linux. Zero-dependency MCP extension, MIT-licensed.

★ 0 updated 1mo ago
open-source

Best for: Linux developers who want to control the terminal and filesystem directly from Claude Desktop

Dev low

lulzasaur9192/marketplace-search-mcp

Various

MCP server for marketplace search & price data — TCGPlayer, Reverb, Thumbtack, OfferUp, Craigslist + contractor/nurse license verification + PSA grading

★ 1 updated 2mo ago
open-source

Best for: Developers building AI agents that need multi-marketplace search and professional credential checks in a single MCP integration

Dev low

LumabyteCo/clarifyprompt-mcp

Various

LumabyteCo/clarifyprompt-mcp — indexed from awesome-mcp-servers-punkpeye

★ 5 updated 12d ago
open-source

Best for: Developers building MCP-based tools who need to automatically improve prompt quality before LLM calls

Dev low

luminati-io/brightdata-mcp

Various

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

★ 2,425 updated 12d ago
open-source

Best for: Developers who need a reliable, standards-based way to give AI agents controlled access to public web data.

Dev low

LWTlong/ai-dev-analytics

Various

An open-source AI coding observability layer. Silently tracks vibe coding sessions via MCP and codifies AI deviations into project rules. 100% local.

★ 7 updated 19d ago
open-source

Best for: Developers using AI coding assistants who want to enforce and evolve project rules locally

Dev low

LvcidPsyche/auto-browser

Various

Give your AI agent a real browser — with a human in the loop. Open-source MCP-native browser agent.

★ 531 updated 27d ago
open-source

Best for: Developers building safe, interactive AI agents for real browser tasks

Dev low

lyonzin/knowledge-rag

Various

[knowledge-rag] - Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + reranking. Zero servers, zero API keys, 100% local.

★ 88 updated 18d ago
open-source

Best for: Developers using Claude Code who need private, local document retrieval

Dev low

macrocosm-os/macrocosmos-mcp

Various

The MCP for macrocosmos subnets.

★ 28 updated 5mo ago
open-source

Best for: Developers building MCP-compatible agents for macrocosmos subnets

Dev low

madbonez/caldav-mcp

Various

🐍 ☁️ - Universal MCP server for CalDAV protocol integration. Works with any CalDAV-compatible calendar server including Yandex Calendar, Google Calendar (via CalDAV), Nextcloud, o

★ 8 updated 6mo ago
open-source

Best for: Developers who need to integrate calendar data from multiple CalDAV sources into MCP-based AI tools

Dev low

madhan-g-p/DevDocs-MCP

Various

Documentation Authority for AI Agents based upon Devdocs

★ 11 updated 1mo ago
open-source

Best for: Developers building AI agents that need reliable, up-to-date documentation lookups

Dev low

magarcia/mcp-server-giphy

Various

An implementation of Giphy integration with Model Context Protocol

★ 32 updated 1y ago
open-source

Best for: Developers building MCP-based AI assistants that need to fetch and display GIFs

Dev low

MAG-Cie/mcp-microsoft-todo

Various

MCP server for Microsoft To Do via Microsoft Graph API. Manage task lists, create, update, complete and delete tasks from Claude Code, Claude Desktop, or any MCP-compatible client.

★ 2 updated 1mo ago
open-source

Best for: Developers who want to control Microsoft To Do from AI coding assistants

Dev low

magna-nz/aspnetcore-debugger-mcp

Various

MCP server that lets AI agents (Claude, Cursor) debug your .NET / ASP.NET Core app

★ 4 updated 12d ago
open-source

Best for: .NET developers who want to debug applications using AI agents like Claude or Cursor

Dev low

mahdin75/geoserver-mcp

Various

A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API

★ 75 updated 6mo ago
open-source

Best for: Developers who want to let LLMs interact with GeoServer-managed geospatial data

Dev low

MailboxValidator/mcp-mailboxvalidator

Various

Email validation MCP server using MailboxValidator API

★ 0 updated 16d ago
open-source

Best for: Developers building MCP-based assistants or agents that need one-step email validation without writing custom HTTP calls

Dev low

MakeaMouse/fish-bridge-mcp

Various

An economical and fuel(token) efficient AI tool, graph session memory for looong chat session

★ 1 updated 24d ago
open-source

Best for: Developers building cost-sensitive AI chat applications requiring long-term session memory

Dev low

make-software/cspr-trade-mcp

Various

make-software/cspr-trade-mcp — indexed from awesome-mcp-servers-punkpeye

★ 1 updated 1mo ago
open-source

Best for: Developers prototyping AI agents that require basic Casper blockchain trading functionality

Dev low

malamutemayhem/unclick-agent-native-endpoints

Various

The operating system for the AI-native era.

★ 2 updated 12d ago
open-source

Best for: Developers experimenting early with agent-native endpoint patterns

Dev low

mamertofabian/mcp-everything-search

Various

🐍 🏠 🪟 - Fast Windows file search using Everything SDK

★ 331 updated 7mo ago
open-source

Best for: Windows developers who need fast programmatic file search for LLM-driven automation

Dev low

manusa/Kubernetes MCP Server

Various

Model Context Protocol (MCP) server for Kubernetes and OpenShift

★ 1,642 updated 12d ago
open-source

Best for: Developers and platform engineers who want to manage Kubernetes clusters through conversational AI tools.

Dev low

MarceauSolutions/fitness-influencer-mcp

Various

Fitness content creator workflow automation - MCP server for Claude Desktop

★ 0 updated 5mo ago
open-source

Best for: Developers and fitness content creators who want to automate tasks using Claude Desktop.

Dev low

MarceauSolutions/amazon-seller-mcp

Various

Amazon Seller Central operations via SP-API - MCP server for Claude Desktop

★ 4 updated 5mo ago
open-source

Best for: Amazon sellers who use Claude Desktop and want to automate account management tasks via conversational AI

Dev low

MarceauSolutions/hvac-quotes-mcp

Various

HVAC equipment RFQ management for contractors - MCP server for Claude Desktop

★ 1 updated 5mo ago
open-source

Best for: HVAC contractors and procurement teams using Claude Desktop for equipment quote management

Dev low

MarceauSolutions/md-to-pdf-mcp

Various

Convert Markdown to professional PDFs with customizable themes - MCP server for Claude Desktop

★ 3 updated 5mo ago
open-source

Best for: Developers and writers using Claude Desktop who need to produce formatted PDFs from Markdown content

Dev low

MarceauSolutions/rideshare-comparison-mcp

Various

Compare Uber and Lyft prices for any route - MCP server for Claude Desktop

★ 1 updated 5mo ago
open-source

Best for: Developers who want to add ride price comparisons to their Claude Desktop workflows

Dev low

MarcelRoozekrans/roslyn-codelens-mcp

Various

Roslyn-based MCP server providing semantic code intelligence for .NET codebases — type hierarchies, call sites, DI registrations, and reflection usage for Claude Code

★ 13 updated 16d ago
open-source

Best for: Developers working with .NET codebases who want semantic code understanding via Claude Code

Dev low

MarcinDudekDev/crypto-signals-mcp

Various

MCP server for real-time crypto volume anomaly detection across 50+ tokens. Detects unusual trading activity, whale movements, and pump signals.

★ 0 updated 3mo ago
open-source

Best for: Developers building crypto trading bots or monitoring dashboards who need automated volume alerts

Dev low

marcelmarais/Spotify

Various

Lightweight MCP server for Spotify

★ 359 updated 14d ago
open-source

Best for: Developers building AI agents that need to control or query a user's Spotify account

Dev low

MarcelRoozekrans/memorylens-mcp

Various

MCP server for .NET memory profiling with AI-actionable code fix suggestions, powered by JetBrains dotMemory

★ 3 updated 16d ago
open-source

Best for: Developers using AI coding assistants who need automated .NET memory leak detection and fix suggestions

Dev low

MarcinDudekDev/the-data-collector

Various

HN, Bluesky, Substack scraping MCP server with x402 micropayments

★ 0 updated 3mo ago
open-source

Best for: Developers building MCP-based tools that need structured data from HN, Bluesky, or Substack.

Dev low

mariocandela/beelzebub

Various

A secure low code deception runtime framework, leveraging AI for System Virtualization.

★ 2,029 updated 12d ago
open-source

Best for: Security teams and red teams needing quick, AI-assisted honeypot deployments

Dev low

marin1321/mcp-devtools

Various

AI-native developer tools via MCP — filesystem, databases, processes and OpenAPI for any MCP-compatible agent

★ 2 updated 1mo ago
open-source

Best for: Developers experimenting with MCP who want ready-made servers for files, databases, and processes.

Dev low

MariusAure/needhuman-mcp

Various

Human-as-a-Service MCP server for AI agents. When your agent needs a real human (accept ToS, create accounts, verify identity), POST a task and a person handles it. 3 free tasks.

★ 0 updated 2mo ago
open-source

Best for: Developers building AI agents that need to occasionally pass tasks requiring human judgment or action

Dev low

mark3labs/mcp-filesystem-server

Various

Go server implementing Model Context Protocol (MCP) for filesystem operations.

★ 646 updated 6mo ago
open-source

Best for: Developers building AI agents that need direct filesystem interaction

Dev low

marketplaceadpros/amazon-ads-mcp-server

Various

MCP Server to interact with Amazon Ads

★ 24 updated 1y ago
open-source

Best for: Developers building MCP-based AI agents that need to automate Amazon Ads workflows

Dev low

Markgatcha/universal-mcp-toolkit

Various

The canonical open-source monorepo for production-ready MCP servers.

★ 4 updated 1mo ago
open-source

Best for: Developers building MCP servers in TypeScript who want a starting point

Dev low

markmhendrickson/neotoma

Various

Your agents forget. Neotoma makes them remember.

★ 24 updated 12d ago
open-source

Best for: Developers building experimental agents that need basic memory

Dev low

markmircea/Selenix-MCP-Server

Various

MCP server that bridges Claude Desktop (or any other local app supporting MCP) with Selenix for browser automation and testing. Enables creating, running, debugging, and managing b

★ 0 updated 2mo ago
open-source

Best for: Developers using Claude Desktop who need to control Selenix browser tests via natural language

Dev low

markpdxt/dronelytics-mcp

Various

MCP server for US drone airspace intelligence and mission planning — 24 tools for airspace queries, mission generation, Part 107 compliance, and flight plan export

★ 0 updated 1mo ago
open-source

Best for: Developers building MCP-connected drone planning and compliance applications

Dev low

MarkusPfundstein/mcp-gsuite

Various

MCP Server to interact with Google Gsuite prodcuts

★ 484 updated 1y ago
open-source

Best for: Developers who need to give AI agents direct access to Google Workspace data and actions

Dev low

marlinjai/email-mcp

Various

Unified MCP server for email access across Gmail, Outlook, iCloud, and IMAP

★ 13 updated 2mo ago
open-source

Best for: Developers prototyping MCP-based email agents who need a unified abstraction

Dev low

marras0914/agent-toolbelt

Various

marras0914/agent-toolbelt — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 20d ago
open-source

Best for: Developers exploring MCP servers for AI agent tooling

Dev low

martingeidobler/android-mcp-server

Various

MCP server for controlling Android emulators via ADB — screenshots, UI interaction, logcat, and bug documentation for Claude Code

★ 43 updated 2mo ago
open-source

Best for: Developers using Claude Code for Android emulator testing and debugging

Dev low

Martinqi826/dida-mcp

Various

滴答清单 (Dida365/TickTick) MCP Server - 让 AI 助手控制你的滴答清单 | For OpenClaw, Claude Desktop & any MCP client

★ 8 updated 2mo ago
open-source

Best for: Developers who want AI assistants to control their Dida365/TickTick tasks

Dev low

MARUCIE/authbox

Various

Your keys. Your identity. Unstoppable. -- Seed-phrase password manager with AI agent gateway.

★ 1 updated 12d ago
open-source

Best for: Developers experimenting with seed-phrase identity management and AI agent gateways

Dev low

marykovziridze/screaming-frog-mcp

Various

MCP server for Screaming Frog SEO Spider — headless crawls, data export, and a technical SEO scan skill for Claude. Patched for cross-platform support (Mac + Windows).

★ 0 updated 1mo ago
open-source

Best for: Developers and SEOs who want to automate technical SEO audits via Claude

Dev low

MastadoonPrime/sylex-search

Various

Universal search engine for AI agents. Discover products, services, and businesses across every category via MCP.

★ 3 updated 1mo ago
open-source

Best for: Developers experimenting with MCP-based agent search who need a lightweight, open-source query layer

Dev low

masondelan/selvedge

Various

Long-term memory for AI-coded codebases. A git blame for AI agents — but for the why. MCP server that captures the agent's reasoning live, in context, as each change is made. Local

★ 8 updated 18d ago
open-source

Best for: Developers using AI coding agents who need to track and review the rationale behind automated changes.

Dev low

matbel91765/gis-mcp-server

Various

🐍 🏠 🍎 🪟 🐧 - Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis, and file I/O (Shapefile, GeoJSON, GeoPackage)

★ 3 updated 6mo ago
open-source

Best for: Developers building AI agents that need basic geospatial analysis and file handling capabilities

Dev low

MatiousCorp/google-ad-manager-mcp

Various

MCP server for Google Ad Manager. Manage ad campaigns, orders, line items, and creatives through AI assistants like Claude, ChatGPT, Gemini, Cursor, and VS Code. Automate your ad o

★ 15 updated 15d ago
open-source

Best for: Ad operations teams who want to automate Google Ad Manager tasks using AI assistants

Dev low

Mattbusel/Reddit-Options-Trader-ROT-

Various

A modular research pipeline that turns trending Reddit discussions into structured market events and options trade ideas.

★ 10 updated 1mo ago
open-source

Best for: Developers exploring sentiment-driven options trading with Python

Dev low

MattJeff/orizn-mcp-server

Various

MCP server for Orizn Visa API — visa requirements for 39,585 passport-destination pairs in 15 languages

★ 0 updated 15d ago
open-source

Best for: Developers building travel tools that need visa requirement lookups

Dev low

mattijsdp/dbt-docs-mcp

Various

MCP (model context protocol) server for interacting with dbt Docs

★ 23 updated 9mo ago
open-source

Best for: Developers using dbt who want to query their documentation through MCP-compatible assistants or tools

Dev low

mattjoyce/mcp-persona-sessions

Various

MCP server for persona-driven AI sessions: practice interviews, conduct guided reflection, and role-play conversations with realistic personas

★ 11 updated 3mo ago
open-source

Best for: Developers who need structured persona-based role-play or interview practice within MCP workflows

Dev low

mavdol/capsule/mcp-server

Various

Secure runtime to sandbox AI agent tasks. Run untrusted code in isolated WebAssembly environments.

★ 288 updated 18d ago
open-source

Best for: Developers building AI agents that need to execute untrusted code safely

Dev low

mattjegan/swarmia-mcp

Various

A read-only local MCP server for to interact with swarmia.com

★ 8 updated 9mo ago
open-source

Best for: Developers who want to surface Swarmia analytics in MCP-compatible tools like AI assistants or IDEs.

Dev low

maxkuminov/obsidian-mcp

Various

Self-hosted MCP server for Obsidian: semantic + full-text search, wikilink graph, note CRUD, OAuth, and a self-describing vault guide.

★ 2 updated 14d ago
open-source

Best for: Developers who want to integrate Obsidian vaults with MCP-compatible AI agents while keeping data on their own infrastructure

Dev low

mbailey/voice-mcp

Various

Natural voice conversations with Claude Code

★ 1,201 updated 14d ago
open-source

Best for: Developers using Claude Code who prefer or need voice interaction

Dev low

maxim-saplin/mcp_safe_local_python_executor

Various

Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker, VM, clou

★ 44 updated 11mo ago
open-source

Best for: Developers who need basic safe local execution of Python code in MCP-based workflows

Dev low

mbentham/SqlAugur

Various

MCP server providing AI assistants with safe, read-only access to SQL Server databases. AST-based query validation, rate limiting, and DBA diagnostic tooling.

★ 4 updated 1mo ago
open-source

Best for: Developers and DBAs who need to give AI assistants safe, read-only access to SQL Server databases.

Dev low

mberg/kokoro-tts-mcp

Various

Kokoro Text to Speech (TTS) MCP Server

★ 78 updated 9mo ago
open-source

Best for: Developers needing a straightforward TTS server for MCP-based tools

Dev low

mbrassey/solentic

Various

mbrassey/solentic — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers exploring the MCP ecosystem

Dev low

mbrummerstedt/powerbi-analyst-mcp

Various

This repo is a local mcp server made for connecting Power BI to your llm for analysis purposes

★ 9 updated 1mo ago
open-source

Best for: Developers who want to query Power BI datasets via natural language using an LLM

Dev low

mckinsey/vizro-mcp

Various

Vizro is a low-code toolkit for building high-quality data visualization apps.

★ 3,697 updated 12d ago
open-source

Best for: Data professionals and analysts who want to create Vizro dashboards using natural language with an AI assistant

Productivity low

Atlassian MCP Server

Atlassian

Official Atlassian MCP. Jira issues, Confluence pages, releases, sprints, exposed to your agent.

free

Best for: Enterprises on Jira and Confluence wanting an agent surface

Dev low

Cloudflare MCP Server

Cloudflare

Official remote MCP servers from Cloudflare. Workers, R2, KV, DNS, Workers AI, all from your agent.

free

Best for: Teams running anything serious on Cloudflare

Search one click

Brave Search MCP

Brave (reference implementation)

MCP server that gives any agent privacy-respecting web search via the Brave Search API. The default research primitive.

freemium

Best for: Any agent that needs general web search without operating its own crawler

Browser one click

Fetch MCP Server

Anthropic (reference implementation)

Reference MCP server for fetching web pages and converting them to markdown. Point an agent at any URL.

open-source

Best for: Any agent that needs to read web content without standing up a full browser automation layer

Dev one click

Filesystem MCP Server

Anthropic (reference implementation)

Reference MCP server for local filesystem access. The example everyone copies first.

open-source

Best for: Anyone new to MCP, and anyone who wants safe per-directory access

Dev one click

Git MCP Server

Anthropic (reference implementation)

Reference MCP server for Git operations. Read status, diffs, logs, and write commits from inside an agent.

open-source

Best for: Agents that need to read or write to a local Git repo as part of a broader workflow

Memory one click

Memory MCP Server

Model Context Protocol (reference)

Reference MCP server for persistent agent memory using a local knowledge graph. The starter every memory-aware agent reaches for.

open-source

Best for: Anyone who wants 'the agent remembers me' without a heavy memory stack

Dev low

GitHub MCP Server

GitHub

GitHub's official MCP server. Issues, PRs, repos, search, releases, all under one MCP surface.

free

Best for: Any team running an agent against a GitHub workflow

Productivity low

Linear MCP Server

Linear

Official Linear MCP server. Issues, projects, cycles, comments, all exposed to your agent.

free

Best for: Linear-first product and engineering teams running agents

Productivity low

Notion MCP Server

Notion

Notion's official MCP server. Search pages, read content, create pages, update databases, all from any MCP client.

free

Best for: Any team that lives in Notion and wants agents to read or write there

Productivity low

Obsidian MCP Server

MarkusSagen (community)

MCP server for Obsidian vaults. Read, write, and search notes so your agent works inside your second brain.

free

Best for: Knowledge workers and researchers who use Obsidian as their primary note store and want agents to read and write it

Browser low

Playwright MCP

Microsoft

Browser control as an MCP server. Click, type, screenshot, scrape, all from inside any MCP-aware agent.

open-source

Best for: Anyone who needs to make agents do browser work safely

Data one click

Postgres MCP Server

Model Context Protocol (reference)

Reference MCP server for Postgres. Read schema, run scoped queries, give agents structured DB access without a dashboard tab.

open-source

Best for: Teams on raw Postgres (not Supabase) who want agent DB access

Browser low

Puppeteer MCP Server

Model Context Protocol (reference)

Reference Puppeteer-backed MCP. Give an agent a real browser when an API does not exist.

open-source

Best for: Teams whose existing tooling is Puppeteer-based, or who need raw browser control

Dev low

Sentry MCP Server

Sentry

Official Sentry MCP. Pipe errors, performance issues, and releases to your agent so it can fix them.

free

Best for: Engineering teams running Sentry and wanting agents in the on-call loop

Dev one click

Sequential Thinking MCP Server

Model Context Protocol (reference)

Reference MCP that gives an agent a structured 'think step by step' tool. Surprisingly effective on hard tasks.

open-source

Best for: Any agent run that touches genuinely hard multi-step reasoning

Comms low

Slack MCP Server

Model Context Protocol (reference)

Reference MCP server for Slack. Read channels, post messages, search history, all through Claude or any MCP client.

open-source

Best for: Teams whose async ops live in Slack and want agents in the loop

Dev low

Stripe MCP Server

Stripe

Official Stripe MCP. Customers, subscriptions, invoices, payment intents, products, all through an agent.

free

Best for: Any team running Stripe whose ops involve regular customer or invoice lookups

Data low

Supabase MCP Server

Supabase

Official MCP server for Supabase. Let any MCP-compatible agent query, mutate, and migrate against your project.

free

Best for: Teams running Supabase who already use MCP-compatible agents

Dev low

mcpdotdirect/evm-mcp-server

Various

MCP server that provides LLMs with tools for interacting with EVM networks

★ 378 updated 6mo ago
open-source

Best for: Developers building AI agents or tools that need to interact with Ethereum and EVM-compatible blockchains

Dev low

mcpdotdirect/starknet-mcp-server

Various

MCP server that provides LLM with tools for interacting with Starknet

★ 5 updated 6mo ago
open-source

Best for: Developers building AI agents that need to interact with the Starknet blockchain

Dev low

mcpware/pagecast

Various

Record any browser page as GIF or video via MCP — powered by Playwright + ffmpeg

★ 16 updated 2mo ago
open-source

Best for: Developers building MCP-based assistants that need to capture web page recordings on demand.

Dev low

mcpware/ui-annotator-mcp

Various

MCP server that annotates any web page with hover labels — zero extensions, works in any browser

★ 6 updated 2mo ago
open-source

Best for: Developers who need instant UI element identification without installing browser extensions

Dev low

mctlhq/mctl-mcp

Various

mctlhq/mctl-mcp — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 14d ago
open-source

Best for: Developers looking for early-stage or experimental MCP servers to evaluate

Dev low

meacheal-ai/mrc-data

Various

China's apparel supply chain data infrastructure for AI agents — 3,000+ verified suppliers, 350+ lab-tested fabrics, 170+ industrial clusters. MCP + REST + OpenAPI.

★ 1 updated 1mo ago
open-source

Best for: Developers building AI agents for China's apparel sourcing and supply chain management

Dev low

meal-inc/bonnard-cli

Various

Open-source agentic schema CLI. Optimised for claude code, gemini, codex and co-pilot. Skills included.

★ 48 updated 30d ago
open-source

Best for: Developers who want a schema-based CLI to enhance AI coding assistants like Claude Code or Copilot.

Dev low

meanands/npm-package-docs-mcp

Various

A Model Context Protocol (MCP) tool that provides up-to-date documentation for npm packages directly in your IDE. This tool fetches the latest README documentation from either the

★ 11 updated 10mo ago
open-source

Best for: Developers who regularly consult npm package documentation and use an MCP-capable IDE

Dev low

mediar-ai/screenpipe

Various

YC (S26) | AI that knows what you've seen, said, or heard. Records everything you do, say, hear 24/7, local, private, secure

★ 19,049 updated 12d ago
open-source

Best for: Developers building local-first AI agents that need rich context from user activity without cloud transmission.

Dev low

megberts/mcp-websitepublisher-ai

Various

Build and publish websites through AI conversation. 27+ MCP tools, OAuth 2.1 auto-discovery. Works with Claude, ChatGPT, Mistral/Le Chat, Cursor and more.

★ 0 updated 2mo ago
open-source

Best for: Developers who want to prototype and deploy simple websites using conversational AI in popular chat interfaces

Dev low

mem0ai/mem0-mcp

Various

🐍 🏠 - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implement

★ 655 updated 2mo ago
open-source

Best for: Developers building MCP-based tools that need persistent, semantic memory for coding preferences

Dev low

memgraph/mcp-memgraph

Various

Toolkit for building AI-driven graph apps on Memgraph, with LangChain, MCP, and agent implementations.

★ 102 updated 12d ago
open-source

Best for: Developers working with Memgraph who need to add AI capabilities to graph applications

Dev low

memstate-ai/memstate-mcp

Various

memstate-ai/memstate-mcp — indexed from awesome-mcp-servers-punkpeye

★ 3 updated 2mo ago
open-source

Best for: Developers exploring MCP-based memory solutions in early-stage projects

Dev low

MerabyLabs/promptarchitect-mcp

Various

📇 ☁️ 🍎 🪟 🐧 - Workspace-aware prompt engineering. Refines, analyzes and generates prompts based on your project's tech stack, dependencies and context. Free to use.

open-source

Best for: Developers who want context-aware prompt suggestions without leaving their local environment

Dev low

MendleM/Pipepost

Various

MCP server to publish to Dev.to, Ghost, Hashnode, WordPress, Medium, LinkedIn, X, Bluesky, Mastodon from Claude Code. SEO scoring, canonical-URL wiring, social-post generation, Uns

★ 2 updated 1mo ago
open-source

Best for: Developers who use Claude Code and need a multi-platform publishing pipeline with SEO features

Dev low

mercurialsolo/counsel-mcp

Various

MCP server for counsel

★ 5 updated 4mo ago
open-source

Best for: Developers who need an MCP interface for counsel in their AI toolchain

Dev low

merterbak/Grok-MCP

Various

MCP server for xAI's Grok API with agentic tool calling, image and video generation, vision, and file support.

★ 33 updated 21d ago
open-source

Best for: Developers building MCP-compatible agents or workflows that need access to Grok's multimodal generation

Dev low

MervinPraison/praisonai-mcp

Various

MCP server that exposes PraisonAI tools for Claude Desktop, Cursor, and other MCP clients

★ 1 updated 5mo ago
open-source

Best for: Developers integrating PraisonAI tools into MCP-compatible editors and assistants

Dev low

MeshLedger/MeshLedger

Various

MeshLedger/MeshLedger — indexed from awesome-mcp-servers-punkpeye

★ 2 updated 1mo ago
open-source

Best for: Developers exploring MCP integration for mesh ledger systems

Dev low

Metadrama/obscura-mcp

Various

MCP server adapter for Obscura headless browser — CDP automation without Chrome dependency

★ 1 updated 27d ago
open-source

Best for: Developers building MCP-connected AI agents that need lightweight browser automation

Dev low

metorial/metorial

Various

Connect any AI model to 1200+ integrations (MCP, CLI, API)

★ 3,297 updated 12d ago
open-source

Best for: Developers building AI agents that need to interact with many external tools without writing glue code.

Dev low

metatool-ai/metatool-app

Various

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

★ 2,365 updated 4mo ago
open-source

Best for: Developers needing a unified Docker-based gateway to manage and orchestrate multiple MCP servers

Dev low

metoro-io/metoro-mcp-server

Various

Metoro MCP Server

★ 50 updated 16d ago
open-source

Best for: Developers and platform engineers who want to integrate LLM-based assistants with their Kubernetes environments

Dev low

metrxbots/mcp-server

Various

MCP server for AI agent cost intelligence — 23 tools to track spend, optimize models, manage budgets, detect waste, and prove ROI

★ 1 updated 15d ago
open-source

Best for: Developers who need to instrument AI agents with detailed cost tracking and optimization logic.

Dev low

mhmzdev/Figma-Flutter-MCP

Various

An MCP server that provides the coding agents Figma's design token to write Flutter code.

★ 235 updated 3mo ago
open-source

Best for: Flutter developers who use AI coding agents and want to automate design token integration.

Dev low

michael-denyer/memory-mcp

Various

Engram-inspired memory MCP server with hot cache and pattern mining

★ 6 updated 4mo ago
open-source

Best for: Developers prototyping memory-enhanced AI agents in Python

Dev low

Mibayy/token-savior

Various

The MCP server that turns Claude into the only coding agent hitting 100% on a real benchmark. -77% active tokens, -76% wall time, 0 losses across 96 tasks on Claude Opus 4.7. Struc

★ 929 updated 18d ago
open-source

Best for: Developers using Claude Opus for complex coding tasks who need to minimize token consumption and latency

Dev low

Michael2150/flamerobin-mcp-server

Various

Michael2150/flamerobin-mcp-server — indexed from awesome-mcp-servers-punkpeye

★ 1 updated 12d ago
open-source

Best for: Developers using Firebird databases who want to connect AI assistants for data operations.

Dev low

mickaelkerjean/filestash

Various

:filefolder: File Management Platform / Universal Data Access Layer (without FUSE)

★ 14,271 updated 12d ago
open-source

Best for: Developers building multi-cloud file management systems or needing unified access to heterogeneous storage without FUSE overhead

Dev low

michaelrice/zendesk-mcp

Various

Zendesk MCP server for Claude Code and other MCP clients

★ 0 updated 29d ago
open-source

Best for: Developers who want to control Zendesk data through AI assistants using the Model Context Protocol

Dev low

micl2e2/code-to-tree

Various

A runtime-free MCP server that converts source code into AST🌲, regardless of language.

★ 83 updated 3mo ago
open-source

Best for: Developers needing a simple, language-agnostic AST extraction tool for static code analysis

Dev low

microsoft/markitdown

Various

Python tool for converting files and office documents to Markdown.

★ 138,078 updated 18d ago
open-source

Best for: Developers building document pipeline tools or migrating content to Markdown-based systems

Dev low

mihaelamj/cupertino

Various

A local Apple Documentation crawler and MCP server. Written in Swift.

★ 806 updated 12d ago
open-source

Best for: Apple platform developers needing offline documentation or MCP integration

Dev low

mikan-atomoki/text-to-model

Various

mikan-atomoki/text-to-model — indexed from awesome-mcp-servers-punkpeye

★ 2 updated 2mo ago
open-source

Best for: Developers seeking a small, experimental tool for text-to-model conversion

Dev low

mikechao/balldontlie-mcp

Various

An MCP Server implementation that integrates the Balldontlie API, to provide information about players, teams and games for the NBA, NFL and MLB

★ 24 updated 2mo ago
open-source

Best for: Developers needing to feed current US sports statistics into MCP-based agents or tools

Dev low

mikechao/brave-search-mcp

Various

An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search, News Search and LLM Context S

★ 118 updated 16d ago
open-source

Best for: Developers building LLM agents that need real-time web search capabilities

Dev low

mikechao/metmuseum-mcp

Various

Met Museum MCP integration to discover the art collection at The Metropolitan Museum of Art in New York

★ 27 updated 1mo ago
open-source

Best for: Developers building AI tools that need to query or reference the Met's art collection

Dev low

MikkoParkkola/mcp-gateway

Various

Universal MCP Gateway - Single-port multiplexing with Meta-MCP for ~95% context token savings

★ 31 updated 12d ago
open-source

Best for: Developers managing multiple MCP tools who want to minimize context token usage

Dev low

MikkoParkkola/nab

Various

Ultra-minimal browser engine with HTTP/3, JS support, cookie auth, passkeys, and anti-fingerprinting

★ 3 updated 12d ago
open-source

Best for: Developers exploring minimal Rust-based browser engines for specialized or experimental projects

Dev low

MikeRecognex/mcp-codebase-index

Various

17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction.

★ 53 updated 3mo ago
open-source

Best for: Developers working with Python codebases who need structured code navigation via MCP

Dev low

mikusnuz/app-publish-mcp

Various

Unified MCP server for App Store Connect & Google Play Console — 91 tools for listings, screenshots, releases, reviews & submissions

★ 10 updated 2mo ago
open-source

Best for: Developers managing app store operations across both iOS and Android platforms

Dev low

mikusnuz/cws-mcp

Various

MCP server for Chrome Web Store — upload, publish, status, metadata & Playwright-based UI automation

★ 2 updated 2mo ago
open-source

Best for: Developers looking to automate Chrome Web Store publishing and management via the Model Context Protocol

Dev low

mikusnuz/meta-ads-mcp

Various

MCP server for Meta Marketing API v25.0 — 135 tools for Facebook & Instagram ad campaign management

★ 48 updated 2mo ago
open-source

Best for: Developers building AI-driven ad management tools for Facebook and Instagram

Dev low

mikusnuz/dynadot-mcp

Various

MCP server for Dynadot domain registrar API3 — 60 tools for domains, DNS, contacts, transfers & more

★ 0 updated 2mo ago
open-source

Best for: Developers building AI-driven domain management tools on Dynadot

Dev low

mikusnuz/npm-mcp

Various

MCP server for npm package management — 32 tools for publish, install, audit, search, security & more

★ 0 updated 2mo ago
open-source

Best for: Developers using MCP-based workflows who need to manage npm packages from AI assistants or automation pipelines

Dev low

mikusnuz/pexbot-mcp

Various

MCP server for pex.bot — AI simulated crypto trading with real-time Upbit prices. 11 tools, 5 resources, 5 prompts.

★ 0 updated 1mo ago
open-source

Best for: Developers building AI-driven crypto trading experiments or prototypes

Dev low

Milofax/xert-mcp

Various

Model Context Protocol (MCP) server for XERT API - access fitness signature, training load, workouts and activities

★ 4 updated 3mo ago
open-source

Best for: Developers building AI assistants that analyze athlete training data from XERT

Dev low

MindscapeHQ/server-raygun

Various

Give your AI coding assistants access to Raygun so they can investigate, explain, and help resolve errors for you.

★ 21 updated 3mo ago
open-source

Best for: Developers already using Raygun who want AI-assisted error investigation and resolution

Dev low

mikusnuz/umami-mcp

Various

Full-coverage MCP server for Umami Analytics API v2 — 66 tools, 2 resources, 2 prompts

★ 1 updated 2mo ago
open-source

Best for: Developers needing an MCP bridge to Umami Analytics for AI agent workflows

Dev low

mindsdb/mindsdb

Various

Platform dedicated to building an open foundation for applied Artificial Intelligence, designed for people seeking production-ready AI systems they can truly control, extend and de

★ 39,231 updated 16d ago
open-source

Best for: Data engineers and analysts who want to build ML pipelines without leaving SQL or their existing databases

Dev low

minhoyoo-iotrust/WAIaaS

Various

Wallet-as-a-Service for all AI agents in the world

★ 26 updated 1mo ago
open-source

Best for: Developers building AI agents that require automated blockchain wallet capabilities

Dev low

misiektoja/kill-process-mcp

Various

AI-powered cross-platform MCP server exposing LLM-accessible tools to list and terminate OS processes via natural language queries

★ 12 updated 4mo ago
open-source

Best for: Developers who want to manage OS processes through conversational AI interfaces

Dev low

minhyeoky/mcp-server-ledger

Various

A Model Context Protocol server for interacting with Ledger CLI, a powerful double-entry accounting system. This server enables Large Language Models to query and analyze financial

★ 48 updated 7mo ago
open-source

Best for: Developers adding financial query capabilities to AI assistants

Dev low

mission69b/t2000

Various

Agentic finance infrastructure.

★ 20 updated 12d ago
open-source

Best for: Developers experimenting with agentic finance in TypeScript who are comfortable working with minimal documentation.

Dev low

MladenSU/cli-mcp-server

Various

Command line interface for MCP clients with secure execution and customizable security policies

★ 170 updated 11mo ago
open-source

Best for: Developers building tools that need secure CLI access within MCP workflows

Dev low

mlava/scholar-sidekick-mcp

Various

MCP server for Scholar Sidekick — resolve any scholarly identifier (DOI, PMID, PMCID, ISBN, arXiv, ISSN, ADS, WHO IRIS) into 10,000+ CSL styles or nine export formats, single or ba

★ 3 updated 19d ago
open-source

Best for: Researchers and developers who need to automate citation formatting in MCP-compatible tools

Dev low

mlorentedev/hive

Various

Context infrastructure for AI-assisted development — on-demand Obsidian vault access via MCP

★ 4 updated 12d ago
open-source

Best for: Developers who use Obsidian and want AI tools to reference their notes on demand

Dev low

mmntm/weblate-mcp

Various

📇 ☁️ - Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discove

★ 19 updated 3mo ago
open-source

Best for: Developers and teams using Weblate who want to automate translation management with AI assistants

Dev low

mmorris35/devplan-mcp-server

Various

MCP server for generating development plans, project roadmaps, and task breakdowns for Claude Code. Turn project ideas into paint-by-numbers implementation plans.

★ 4 updated 2mo ago
open-source

Best for: Developers using Claude Code who want automated project planning and task decomposition.

Dev low

mnemox-ai/idea-reality-mcp

Various

Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

★ 708 updated 2mo ago
open-source

Best for: AI coding agents that need to avoid reinventing the wheel

Dev low

mnemox-ai/tradememory-protocol

Various

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.

★ 1,082 updated 12d ago
open-source

Best for: Developers building AI trading agents that need auditable, persistent memory

Dev low

mnlt/wellread

Various

Collective research memory for AI agents

★ 8 updated 1mo ago
open-source

Best for: Developers building multi-agent systems that need persistent research memory

Dev low

mobb-dev/mobb-vibe-shield-mcp

Various

Automatic security vulnerability remediation for your code.

★ 66 updated 16d ago
open-source

Best for: Developers using AI coding assistants who want automated security vulnerability remediation

Dev low

mobile-next/mobile-mcp

Various

Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

★ 5,083 updated 13d ago
open-source

Best for: Developers who need to automate mobile device interactions from LLM-based tools or agents

Dev low

MobileReality/mdma

Various

Interactive documents from Markdown. Extends MD with forms, approvals, webhooks, and more — built for next gen apps

★ 13 updated 16d ago
open-source

Best for: Developers prototyping interactive documentation or approval workflows within MCP-powered environments

Dev low

mobileshop9991-star/clipwise-mcp

Various

MCP server for Clipwise — AI tools for short-form video creators (TikTok, Reels, Shorts)

★ 0 updated 27d ago
open-source

Best for: Developers who want to integrate Clipwise's short-form video AI into custom MCP-based tools

Dev low

mockherodev/mcp-server

Various

mockherodev/mcp-server — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 1mo ago
open-source

Best for: Developers who need a lightweight MCP server for mocking and prototyping in TypeScript

Dev low

Model Context Protocol (MCP) Quickstart

Various

Model Context Protocol (MCP) is an open-source standard released by Anthropic in November 2024 that enables AI models to interact with external data sources through a unified int

open-source

Best for: Developers building AI agents that need secure, structured access to diverse external data sources

Dev low

modelcontextprotocol/server-puppeteer

Various

Reference MCP servers that are no longer maintained

★ 270 updated 1y ago
open-source

Best for: Developers studying archived MCP reference implementations or evaluating historical protocol patterns

Dev low

MohamedAbdallah-14/prompt-to-asset

Various

MCP server + CLI for production-grade software assets (logos, app icons, favicons, OG, illustrations) — routes across 30+ image models, zero-key first, validates before shipping.

★ 7 updated 12d ago
open-source

Best for: Developers who need to quickly generate multiple types of software assets from text prompts without manually switching between image services

Dev low

molanojustin/smithsonian-mcp

Various

A Model Context Protocol (MCP) server that provides AI assistants with access to the Smithsonian Institution's Open Access collections.

★ 9 updated 2mo ago
open-source

Best for: Developers building MCP-enabled AI assistants focused on cultural heritage or museum data

Dev low

MonadsAG/capsulecrm-mcp

Various

📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file

★ 0 updated 22d ago
open-source

Best for: Developers building AI-powered CRM assistants for Capsule CRM users

Dev low

MoltyCel/moltrust-mcp-server

Various

MCP server for MolTrust — Trust Infrastructure for AI Agents

★ 1 updated 22d ago
open-source

Best for: Developers prototyping trust mechanisms for AI agent systems

Dev low

montumodi/mongodb-atlas-mcp-server

Various

MCP server for mongodb atlas api. Internally uses mongodb-atlas-api-client

★ 2 updated 1mo ago
open-source

Best for: Developers experimenting with MCP and MongoDB Atlas automation

Dev low

mopanc/depguard

Various

Audit npm packages for security, maintenance, licenses and dependencies. Recommends install or write-from-scratch.

★ 12 updated 12d ago
open-source

Best for: Solo developers or small teams needing a quick sanity check on a few npm dependencies

Dev low

mordor-forge/gemini-media-mcp

Various

Unified Go MCP server for AI media generation via Google Gemini API and Vertex AI

★ 5 updated 1mo ago
open-source

Best for: Developers building AI agent workflows that need to generate images, audio, or video through Google's Gemini models.

Dev low

mordor-forge/trident-mcp

Various

Multi-provider 3D model generation MCP server (Tripo, Meshy, Rodin). Text/image/multiview-to-3D, retopology, format conversion, stylization.

★ 3 updated 1mo ago
open-source

Best for: Developers building pipelines that need to switch between 3D model generation services.

Dev low

moxiespirit/oathscore

Various

Every API makes promises. OathScore checks the receipts. Real-time world state + independent API quality ratings for AI trading agents.

★ 0 updated 2mo ago
open-source

Best for: AI trading agents needing real-time API reliability verification

Dev low

moro3k/mcp-altegio

Various

📇 ☁️ - MCP server for Altegio API — appointments, clients, services, staff schedules for salon/spa/clinic management. 18 tools with Docker support.

open-source

Best for: Developers building AI assistants or automation for salons, spas, and clinics using Altegio.

Dev low

mpeirone/zabbix-mcp-server

Various

🔌 Complete MCP server for Zabbix integration — Connect AI assistants to Zabbix monitoring with a single unified tool covering 100% of Zabbix APIs. Includes read-only mode and docu

★ 220 updated 1mo ago
open-source

Best for: Developers and DevOps teams who want to query Zabbix monitoring using AI assistants

Dev low

mrexodia/ida-pro-mcp

Various

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

★ 9,040 updated 15d ago
open-source

Best for: Reverse engineers and security researchers using IDA Pro who want to augment their analysis with LLM assistance

Dev low

mrjoshuak/godoc-mcp

Various

MCP server that reduces LLM context usage when AI coding agents work with Go — structured documentation instead of source-file dumps.

★ 120 updated 3mo ago
open-source

Best for: Developers using AI coding agents with Go projects to minimize context overhead

Dev low

mrexodia/user-feedback-mcp

Various

Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.

★ 53 updated 1y ago
open-source

Best for: Developers who want a lightweight human-in-the-loop guardrail for AI coding assistants

Dev low

mrostamii/rancher-mcp-server

Various

Model Context Protocol (MCP) server for the Rancher ecosystem: multi-cluster Kubernetes, Harvester HCI (VMs, storage, networks), and Fleet GitOps.

★ 10 updated 1mo ago
open-source

Best for: Developers and platform engineers managing Rancher-based multi-cluster environments who want to integrate AI assistants for operational tasks.

Dev low

mrslbt/rakuten-mcp

Various

MCP server for the Rakuten Web Service API. Covers Rakuten Ichiba, Rakuten Books, and Rakuten Travel.

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need to search Rakuten's e-commerce, book, or travel data.

Dev low

mrslbt/rippr

Various

YouTube transcript ripper for RAG, LLM workflows, and AI research. Chrome extension. Multiple output formats

★ 1 updated 14d ago
open-source

Best for: Developers who need a lightweight tool to extract YouTube transcripts for LLM and RAG workflows

Dev low

mrslbt/xendit-mcp

Various

MCP server for the Xendit payment API. Invoices, disbursements, balances, and transactions across Indonesia, the Philippines, Thailand, Vietnam, and Malaysia.

★ 1 updated 19d ago
open-source

Best for: Developers prototyping AI agents that need to handle payments in Southeast Asia

Dev low

msaad00/agent-bom

Various

AI supply-chain security scanner and self-hosted control plane for agents, MCP, SBOM/SARIF, graph findings, runtime enforcement, and compliance evidence.

★ 20 updated 12d ago
open-source

Best for: Developers building or auditing MCP-based AI agents who need a self-hosted supply chain security and compliance tool.

Dev low

mshegolev/gitlab-ci-mcp

Various

MCP server for GitLab CI/CD — pipelines, schedules, MRs, files. Works with any GitLab (SaaS or self-hosted).

★ 0 updated 1mo ago
open-source

Best for: Developers needing MCP-based GitLab CI/CD automation

Dev low

mshegolev/jaeger-mcp

Various

MCP server for Jaeger — search traces, inspect spans, map service dependencies

★ 0 updated 1mo ago
open-source

Best for: Developers who want to query Jaeger traces using AI assistants or MCP-enabled tools

Dev low

Mtehabsim/ScreenPilot

Various

Tool that allows the AI to control your device in the same way you do, enabling automation for everything!

★ 53 updated 10mo ago
open-source

Best for: Developers who need to automate GUI-heavy workflows using AI

Dev low

muammar-yacoob/GMail-Manager-MCP

Various

Organize your GMail via MCP

★ 9 updated 9mo ago
open-source

Best for: Developers building AI-powered email assistants or automation workflows

Dev low

Muhammed-AbdelGhany/rest_api_mcp

Various

Muhammed-AbdelGhany/rest_api_mcp — indexed from awesome-mcp-servers-punkpeye

★ 5 updated 1mo ago
open-source

Best for: Developers who need a quick way to let AI agents call arbitrary REST APIs

Dev low

muhannad-hash/git-context-mcp

Various

MCP server that answers why code exists - git blame, PR descriptions, and linked issues

★ 1 updated 2mo ago
open-source

Best for: Developers who want instant code context from git history via MCP

Dev low

muhannad-hash/mcp-shield

Various

Security scanner for MCP servers - detect backdoors, exfiltration, and prompt injection

★ 1 updated 2mo ago
open-source

Best for: Developers building or deploying MCP servers who need a basic security audit

Dev low

multimail-dev/mcp-server

Various

MCP server for MultiMail — Verifiable identity email for AI agents

★ 1 updated 19d ago
open-source

Best for: Developers building AI agents that need cryptographically verifiable email communication

Dev low

mumez/pharo-smalltalk-interop-mcp-server

Various

A local MCP server to communicate local Pharo Smalltalk image

★ 10 updated 5mo ago
open-source

Best for: Developers working with Pharo Smalltalk who want to connect it to MCP-based tools or AI assistants

Dev low

musepy/genable

Various

Quality-first AI UI generator for Figma. Multi-protocol: Gemini · Claude · OpenAI-compatible.

★ 0 updated 24d ago
open-source

Best for: Designers and developers wanting to leverage different AI models for Figma UI generation with a focus on quality

Dev low

muvon/mcp-binance-futures

Various

MCP server to trade futures on Binance

★ 4 updated 3mo ago
open-source

Best for: Developers building AI trading agents that need a standardized interface to Binance futures

Dev low

muvon/octocode

Various

Semantic code searcher and codebase utility

★ 389 updated 15d ago
open-source

Best for: Developers who need to quickly navigate and understand large or unfamiliar codebases

Dev low

mvtandas/wp-cli-mcp

Various

MCP server that gives AI tools full WordPress management via WP-CLI — 30+ tools for themes, plugins, posts, menus, users, database, and scaffolding

★ 2 updated 2mo ago
open-source

Best for: Developers and site admins who want to control WordPress through AI assistants or automated pipelines.

Dev low

MWGMorningwood/Central-Memory-MCP

Various

A custom fork of @modelcontextprotocol/server-memory using Azure Functions MCP triggers and Table storage.

★ 1 updated 1mo ago
open-source

Best for: Developers building MCP-based AI agents on Azure who need a serverless memory backend

Dev low

MyAgentHubs/aimemo

Various

🏎️ 🏠 🍎 🪟 🐧 - Zero-dependency MCP memory server. Single binary, 100% local, no Docker.

★ 0 updated 3mo ago
open-source

Best for: Developers needing a lightweight, local MCP memory server for AI agent experiments

Dev low

MyMedi-AI/mymedi-ai-mcp-server

Various

Healthcare billing MCP server — 20 AI tools for ICD-10, CPT, HCPCS lookup (81,769 codes with RVU + OPPS pricing), prior auth prediction, claims validation, denial-risk scoring, and

★ 1 updated 1mo ago
open-source

Best for: Developers building healthcare billing automation tools

Dev low

mzxrai/mcp-openai

Various

Chat with OpenAI models from Claude Desktop

★ 72 updated 1y ago
open-source

Best for: Developers who want to use OpenAI models within the Claude Desktop environment

Dev low

mzxrai/mcp-webresearch

Various

MCP web research server (give Claude real-time info from the web)

★ 298 updated 1y ago
open-source

Best for: Developers who want to give Claude live web search capabilities in their own applications.

Dev low

n24q02m/better-email-mcp

Various

IMAP/SMTP email server for AI agents -- 6 composite tools with multi-account and auto-discovery

★ 20 updated 12d ago
open-source

Best for: Developers building AI agents that need to send or read email via standard protocols

Dev low

n24q02m/mnemo-mcp

Various

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

★ 6 updated 12d ago
open-source

Best for: Developers building persistent memory into custom AI agents or chatbots

Dev low

n24q02m/better-godot-mcp

Various

Composite MCP server for Godot Engine -- 17 mega-tools for AI-assisted game development

★ 21 updated 12d ago
open-source

Best for: Godot developers who want to leverage AI agents for game development tasks

Dev low

n24q02m/wet-mcp

Various

Open-source MCP Server for web search, content extraction, library docs & multimodal analysis.

★ 9 updated 12d ago
open-source

Best for: Developers integrating web search and content extraction into MCP-based AI workflows

Dev low

n8daniels/RulesetMCP

Various

Weight-On-Wheels for AI: MCP server that keeps every agent grounded in your project's rules

★ 1 updated 6mo ago
open-source

Best for: Developers who want to enforce project-specific rules for AI agents using MCP

Dev low

NakaokaRei/swift-mcp-gui

Various

MCP server that can execute commands such as keyboard input and mouse movement on macOS

★ 59 updated 21d ago
open-source

Best for: Developers building macOS automation tools or AI agents that need GUI control

Dev low

NAJEMWEHBE/unreal-ai-connection

Various

Drive Unreal Engine 5.7 from any MCP client — 143 editor-automation tools (inspect, author, render) over a local TCP socket.

★ 4 updated 13d ago
open-source

Best for: Developers who want to automate Unreal Engine 5.7 editor workflows through the MCP protocol

Dev low

nach-dakwale/instadomain-mcp

Various

MCP server that lets AI agents register domains instantly. Stripe + x402 crypto payments, Cloudflare DNS, bulk checks, renewals, transfers.

★ 2 updated 24d ago
open-source

Best for: Developers building AI agents that need on-demand domain registration

Dev low

nakulben/whatsapp-mcp

Various

WhatsApp MCP Server — Manage templates & send messages via Claude, Cursor, or any MCP client. Meta Cloud API.

★ 1 updated 2mo ago
open-source

Best for: Developers seeking a quick MCP-based interface to send WhatsApp messages and manage templates via AI assistants

Dev low

nalediym/touch-grass

Various

A Claude Code plugin that teaches your AI agent to remind you to go outside. Weather-aware, sunset-aware, session-aware. Ships an MCP server + SessionStart hook + skill.

★ 1 updated 1mo ago
open-source

Best for: Developers using Claude Code who want automated, contextual break reminders to go outside.

Dev low

NameetP/pdfmux

Various

PDF extraction that checks its own work. #2 reading order accuracy — zero AI, zero GPU, zero cost.

★ 66 updated 22d ago
open-source

Best for: Developers needing lightweight, verifiable PDF text extraction without AI costs

Dev low

nanana-app/mcp-server-nano-banana

Various

MCP server for Nanana AI image generation powered by Google Gemini's nano banana

★ 8 updated 8mo ago
open-source

Best for: Developers experimenting with MCP-based image generation

Dev low

nangman-infra/touch-browser

Various

Turn any web page into traceable, citable evidence for AI agents.

★ 9 updated 27d ago
open-source

Best for: Developers building AI agents that need verifiable, citable web evidence

Dev low

Narasimhaponnada/mermaid-mcp

Various

📇 ☁️ 🍎 🪟 🐧 - AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, architecture diagrams, state mac

★ 45 updated 7mo ago
open-source

Best for: Developers using AI assistants who need to generate diagrams from plain text descriptions

Dev low

narumiruna/yfinance-mcp

Various

🐍 ☁️ - An MCP server that uses yfinance to obtain information from Yahoo Finance.

★ 149 updated 28d ago
open-source

Best for: Developers building AI agents that need quick access to stock market data via the Model Context Protocol

Dev low

NazarKalytiuk/tarn

Various

CLI-first API testing tool. YAML-defined tests, structured JSON output, built for AI-assisted workflows.

★ 3 updated 12d ago
open-source

Best for: Developers needing a lightweight, scriptable API testing tool for AI-driven workflows

Dev low

narumiruna/gitingest-mcp

Various

🐍 🏠 - A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.

★ 9 updated 2mo ago
open-source

Best for: Developers who need a quick text representation of a Git repo for AI or documentation

Dev low

nckhemanth0/subscription-tracker-mcp

Various

🐍 ☁️ 🏠 - MCP server for intelligent subscription management with Gmail + MySQL integration.

★ 0 updated 4mo ago
open-source

Best for: Developers who need to programmatically track subscriptions from Gmail using a MySQL-backed MCP server

Dev low

ndjordjevic/pinrag

Various

A powerful RAG (Retrieval-Augmented Generation) system built with LangChain, designed as an MCP server for Cursor, VS Code, and other AI assistants

★ 1 updated 2mo ago
open-source

Best for: Developers who want to integrate a custom RAG pipeline into Cursor or VS Code using MCP

Dev low

ndl-systems/kevros-mcp

Various

ndl-systems/kevros-mcp — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers building AI agents or assistants that need to leverage Kevros data and operations

Dev low

ndthanhdev/mcp-browser-kit

Various

An MCP Server that enables AI assistants to interact with your local browsers.

★ 53 updated 13d ago
open-source

Best for: Developers building AI agents that need direct browser automation

Dev low

Nebula-Block-Data/nebulablock-mcp-server

Various

📇 🏠 - integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools

★ 2 updated 11mo ago
open-source

Best for: Developers who need a quick MCP wrapper around the NebulaBlock API for use in agentic applications

Dev low

neilberkman/editorconfig_mcp

Various

📇 🏠 - Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the

★ 5 updated 12mo ago
open-source

Best for: Developers using AI coding assistants who want to automatically enforce project formatting standards

Dev low

Neo1228/spring-boot-starter-swagger-mcp

Various

Turn SpringDoc OpenAPI into production-ready MCP tools for Spring Boot: discovery, validation, workflows, and guardrails.

★ 2 updated 27d ago
open-source

Best for: Spring Boot developers who want to expose their OpenAPI-defined services as MCP tools with minimal configuration

Dev low

neo4j-contrib/mcp-neo4j

Various

Neo4j Labs Model Context Protocol servers

★ 951 updated 2mo ago
open-source

Best for: Developers building Python-based AI agents that need structured access to Neo4j graph databases via the Model Context Protocol

Dev low

neondatabase/mcp-server-neon

Various

MCP server for interacting with Neon Management API and databases

★ 606 updated 16d ago
open-source

Best for: Developers using Neon who want to manage databases through AI assistants

Dev low

neptun2000/heor-agent-mcp

Various

neptun2000/heor-agent-mcp — indexed from awesome-mcp-servers-punkpeye

★ 5 updated 16d ago
open-source

Best for: Developers seeking a lightweight, reference implementation of an agent MCP server

Dev low

nesquikm/mcp-rubber-duck

Various

An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who

★ 165 updated 21d ago
open-source

Best for: Developers who want to compare answers from multiple AI models during debugging

Dev low

netdata/netdata#Netdata

Various

The fastest path to AI-powered full stack observability, even for lean teams.

★ 79,017 updated 12d ago
open-source

Best for: DevOps teams and developers needing lightweight, real-time infrastructure monitoring without heavy agent overhead

Dev low

Neverlow512/agent-droid-bridge

Various

Agent Droid Bridge gives AI agents programmatic control over Android devices and emulators via ADB, exposed as an MCP server.

★ 15 updated 17d ago
open-source

Best for: Developers building AI agent pipelines that need direct control of Android devices

Dev low

newageflyfish-max/volthq

Various

newageflyfish-max/volthq — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers who need a lightweight MCP server for integrating AI assistants into their development environment

Dev low

NexusFeed/nexusfeed-mcp

Various

NexusFeed/nexusfeed-mcp — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 1mo ago
open-source

Best for: Developers exploring MCP server implementations for feed management, but with limited confidence.

Dev low

nexusforge-tools/mcp-eu-finance

Various

MCP server for European financial data — ECB rates, Eurostat inflation, GDP, unemployment. Works with Claude, Cursor, Windsurf.

★ 0 updated 1mo ago
open-source

Best for: Developers building EU-focused financial tools or dashboards who want to query official statistics via AI assistants.

Dev low

nfemmanuel/iranti

Various

Memory infrastructure for multi-agent AI systems. Shared, persistent, consistent knowledge for agents that need to stop forgetting.

★ 3 updated 1mo ago
open-source

Best for: Developers building experimental multi-agent systems in Python that require persistent shared memory.

Dev low

nguyenvanduocit/all-in-one-model-context-protocol

Various

🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows

★ 102 updated 1y ago
open-source

Best for: Developers who want to add AI-driven search and multi-service integrations to their MCP-based development environment.

Dev low

nguyenvanduocit/jira-mcp

Various

A Go-based MCP (Model Control Protocol) connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI mo

★ 89 updated 1mo ago
open-source

Best for: Developers integrating AI assistants with Jira for automated project management tasks

Dev low

nicholasbester/clickup-cli

Various

CLI for the ClickUp API, optimized for AI agents

★ 18 updated 12d ago
open-source

Best for: Developers and AI agents needing a scriptable, low-overhead ClickUp client

Dev low

nicholasglazer/gnosis-mcp

Various

Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional)

★ 23 updated 14d ago
open-source

Best for: Developers who need a simple, self-hosted documentation search server for MCP clients

Dev low

nickclyde/duckduckgo-mcp-server

Various

A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.

★ 1,199 updated 1mo ago
open-source

Best for: Developers building MCP-compatible AI agents that need web search without API keys

Dev low

nickpending/mcp-recon

Various

Tellix is a conversational recon interface powered by httpx and LLMs. Just ask.

★ 27 updated 1y ago
open-source

Best for: Security researchers and penetration testers who want a conversational shortcut for HTTP-based reconnaissance

Dev low

nicktcode/swissgroceries-mcp

Various

MCP server for Swiss grocery stores: Migros, Coop, Aldi, Denner, Lidl

★ 15 updated 30d ago
open-source

Best for: Developers building AI tools for Swiss grocery shopping or price comparison

Dev low

nicolascroce/keepsake-mcp

Various

MCP server for Keepsake personal CRM — connect your AI agent to your contacts, tasks, notes, and more

★ 0 updated 1mo ago
open-source

Best for: Developers building AI workflows around personal relationship management

Dev low

NicolasPrimeau/artel

Various

Self-hosted coordination layer for AI agent fleets: shared memory, tasks, messaging, and session handoffs. Instances mesh together via feeds and mDNS. An autonomous archivist keeps

★ 2 updated 12d ago
open-source

Best for: Developers who want a lightweight, self-hosted orchestration backbone for multi-agent systems

Dev low

nihalxkumar/arch-mcp

Various

Arch Linux MCP (Model Context Protocol) Server

★ 46 updated 3mo ago
open-source

Best for: Arch Linux users who want to manage their system through AI assistants

Dev low

nikicat/mcp-wallet-signer

Various

MCP server that routes blockchain transactions to browser wallets for signing

★ 1 updated 24d ago
open-source

Best for: Developers building AI agents that need user-approved blockchain transactions

Dev low

nikolai-vysotskyi/trace-mcp

Various

MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration

★ 84 updated 12d ago
open-source

Best for: Developers using Claude Code or Codex who want to speed up agent exploration and debugging

Dev low

niledatabase/nile-mcp-server

Various

MCP server for Nile Database - Manage and query databases, tenants, users, auth using LLMs

★ 17 updated 1y ago
open-source

Best for: Developers building multi-tenant applications on Nile who want LLM-driven database management

Dev low

Nishant-Chaudhary5338/mcp-toolkit

Various

9 MCP servers for React + TypeScript automation — component scaffolding, dep auditing, WCAG checking, test generation, TypeScript enforcement, and monorepo management.

★ 0 updated 12d ago
open-source

Best for: Developers building React and TypeScript applications who want automated scaffolding, testing, and auditing via MCP

Dev low

nk3750/jitapi

Various

Just-in-Time API Orchestration for LLMs - An MCP server for dynamic API discovery and execution

★ 6 updated 17d ago
open-source

Best for: Developers building experimental LLM agents that need on-the-fly API access

Dev low

nnemirovsky/iwdp-mcp

Various

MCP server + CLI for iOS Safari debugging via ios-webkit-debug-proxy — full WebKit Inspector Protocol support

★ 3 updated 1mo ago
open-source

Best for: Developers needing MCP-based remote debugging of iOS Safari web views

Dev low

nkapila6/mcp-local-rag

Various

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨

★ 126 updated 26d ago
open-source

Best for: Developers exploring local RAG and MCP with a no-API, keep-it-simple approach

Dev low

noblabs/lit-forge-mcp

Various

MCP server (18 tools): NISA/iDeCo/retirement simulation, 28-indicator market snapshot, individual stock fundamentals (dividend/analyst), economic release calendars from 6 official

★ 1 updated 16d ago
open-source

Best for: Developers building financial AI assistants or tools for Japanese markets

Dev low

Nolas-Shadow/agent1st-ads-mcp

Various

Facebook and Tic Toc MCP

★ 2 updated 2mo ago
open-source

Best for: Developers building AI agents that need to interact with Facebook and TikTok advertising APIs

Dev low

NON906/omniparser-autogui-mcp

Various

Automatic operation of on-screen GUI.

★ 67 updated 1y ago
open-source

Best for: Developers needing visual-based GUI automation for non-standard or legacy applications

Dev low

nonatofabio/local-faiss-mcp

Various

Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search for Claude / Copilot / Agents.

★ 30 updated 1mo ago
open-source

Best for: Developers who need a lightweight, self-hosted semantic memory for AI agents running on their own hardware.

Dev low

notasandy/mcp-code-sanitizer

Various

Strict AI code reviewer MCP server powered by Groq

★ 1 updated 29d ago
open-source

Best for: Developers needing a lightweight, Groq-based code review tool in MCP workflows

Dev low

novyxlabs/novyx-mcp

Various

novyxlabs/novyx-mcp — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers building AI integrations within the Novyx ecosystem

Dev low

nteract/semiotic

Various

React data visualization library for streaming, networks, and AI-assisted development

★ 2,670 updated 12d ago
open-source

Best for: React developers needing streaming or network visualizations

Dev low

ntriq-gh/ntriq-agentshop

Various

AI agent data market — 6 analysis APIs via x402 micropayments (USDC on Base). Pay-per-use document intelligence, invoice extraction, PII detection, sentiment analysis. No API keys

★ 0 updated 2mo ago
open-source

Best for: Developers seeking flexible, low-commitment AI analysis via micropayments without traditional API subscription overhead

Dev low

nullpath-labs/mcp-client

Various

Discover and pay AI agents on nullpath's marketplace via MCP. x402 micropayments with USDC.

★ 0 updated 3mo ago
open-source

Best for: Developers building applications that need to discover and pay for AI agents on a per-call basis using crypto micropayments.

Dev low

nwiizo/tfmcp

Various

🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform config

★ 365 updated 2mo ago
open-source

Best for: Developers and DevOps engineers who want to manage Terraform infrastructure through conversational AI assistants like Claude Desktop.

Dev low

nvms/tui-mcp

Various

nvms/tui-mcp — indexed from awesome-mcp-servers-punkpeye

★ 5 updated 2mo ago
open-source

Best for: Developers building AI-driven terminal automation tools

Dev low

Nyrok/flompt

Various

flow + prompt = flompt - Visual AI Prompt Builder. Decompose, edit as flowchart, recompile into optimized machine-readable prompts

★ 114 updated 2mo ago
open-source

Best for: Developers who want to visually design and refine complex prompts for machine learning models.

Dev low

nyxn-ai/NyxDocs

Various

Cryptocurrency Documentation MCP Server - AI-powered documentation collection and management system for blockchain projects

★ 4 updated 11mo ago
open-source

Best for: Blockchain developers and crypto project maintainers needing a centralized, searchable documentation system

Dev low

NyxToolsDev/dicom-hl7-mcp-server

Various

DICOM/HL7 healthcare interoperability MCP server for Claude

★ 3 updated 2mo ago
open-source

Best for: Developers building healthcare AI assistants that need to access DICOM and HL7 data

Productivity low

Obsidian MCP Server (MarkusMcNugen)

MarkusMcNugen (community)

Expose an Obsidian vault as MCP resources and tools — read, write, search notes, and manage tags and links from any MCP-compatible agent.

free

Best for: Knowledge workers, researchers, and builders who use Obsidian as their primary PKM and want agents to read, write, search, and navigate the vault as structured memory

Dev low

OctagonAI/octagon-mcp-server

Various

A free MCP server to analyze and extract insights from public filings, earnings transcripts, financial metrics, stock market data, private market transactions, and deep web-based r

★ 129 updated 1mo ago
open-source

Best for: Developers building financial analysis workflows inside MCP-compatible assistants

Dev low

octoco-ltd/sheetsdata-mcp

Various

sheetsdata-mcp

★ 6 updated 1mo ago
open-source

Best for: Developers building AI agents that need to reference live spreadsheet data during conversations

Dev low

Octodamus/octodamus-core

Various

Octodamus/octodamus-core — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 17d ago
open-source

Best for: Developers experimenting with MCP server implementations in Python

Dev low

OctoEverywhere/mcp

Various

A free 3D Printing MCP server that allows for getting live printer state, webcam snapshots, and printer control.

★ 33 updated 11mo ago
open-source

Best for: Developers building MCP-based monitoring or control interfaces for 3D printers

Dev low

oerc-s/primordia

Various

AI Agent Economic Settlement Infrastructure - Machine-to-Machine Clearing

★ 0 updated 4mo ago
open-source

Best for: Developers building decentralized multi-agent systems that need automated settlement and clearing between autonomous agents.

Dev low

OctoMind-dev/octomind-mcp

Various

An MCP server for octomind tools, resources and prompts

★ 22 updated 3mo ago
open-source

Best for: Developers who need to integrate OctoMind into MCP-based agent workflows

Dev low

ofershap/cursor-usage

Various

Ask your AI agent about your team's Cursor spending. MCP server + Cursor plugin + Claude Code plugin wrapping the full Cursor Enterprise API.

★ 3 updated 3mo ago
open-source

Best for: Teams using Cursor Enterprise that want to automate spending oversight through AI agents

Dev low

ofershap/mcp-server-cloudflare

Various

MCP server to manage Cloudflare Workers, KV, R2, DNS, and cache from your IDE

★ 3 updated 3mo ago
open-source

Best for: Developers using Cloudflare who want to manage resources from an AI-assisted IDE

Dev low

ofershap/mcp-server-github-actions

Various

MCP server for GitHub Actions — view runs, read logs, re-run jobs, trigger workflows

★ 3 updated 3mo ago
open-source

Best for: Developers wanting to integrate GitHub Actions monitoring and control into MCP-capable tools

Dev low

ofershap/mcp-server-s3

Various

MCP server for AWS S3 — list buckets, browse objects, upload/download, presigned URLs

★ 1 updated 3mo ago
open-source

Best for: Developers integrating S3 file operations into MCP-enabled tools

Dev low

ofershap/real-browser-mcp

Various

MCP server + Chrome extension that gives AI agents control of your real browser with existing sessions and logins

★ 27 updated 19d ago
open-source

Best for: Developers needing AI agents to automate tasks in authenticated web sessions

Dev low

offorte/offorte-mcp-server

Various

MCP server for the Offorte API - Create & send proposals using AI

★ 4 updated 2mo ago
open-source

Best for: Developers who want to connect AI assistants to Offorte for automated proposal creation and sending

Dev low

OFODevelopment/cerebrochain-mcp-server

Various

The first logistics/WMS MCP server for AI agents. Rate shopping, inventory, orders, fleet tracking, AI forecasting. 13+ tools, free tier + x402 paid tier.

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents for logistics and warehouse management

Dev low

OHNLP/omop_mcp

Various

Model Context Protocol (MCP) server for mapping clinical terminology to Observational Medical Outcomes Partnership (OMOP) concepts using Large Language Models

★ 35 updated 1mo ago
open-source

Best for: Developers integrating clinical terminology mapping into healthcare software using large language models

Dev low

olalonde/mcp-human

Various

Human Assistance for AI Assistants

★ 24 updated 1y ago
open-source

Best for: Developers building responsible AI agents that need supervised decision-making

Dev low

olgasafonova/gleif-mcp-server

Various

MCP server for GLEIF LEI (Legal Entity Identifier) database access

★ 4 updated 18d ago
open-source

Best for: Developers building compliance or financial tools that need programmatic access to legal entity identifiers

Dev low

olgasafonova/productplan-mcp-server

Various

MCP server for ProductPlan - enables AI assistants to interact with roadmaps, OKRs, and discovery features

★ 2 updated 21d ago
open-source

Best for: Developers building AI assistants that need to access ProductPlan data

Dev low

olostep/olostep-mcp-server

Various

MCP server for Olostep — the web scraping, crawling, and search infrastructure used by top AI companies. Gives any MCP-compatible AI agent the ability to scrape, crawl, batch-extra

★ 19 updated 12d ago
open-source

Best for: Developers building MCP-compatible AI agents that need real-time web scraping and search capabilities

Dev low

omega-memory/omega-memory

Various

Persistent memory for AI coding agents

★ 148 updated 19d ago
open-source

Best for: Developers building custom AI coding agents that need persistent context

Dev low

omni-fun-mcp-server

Various

MCP server for omni.fun — multichain memecoin launchpad. 8 tools for AI agents: trending tokens, search, quotes, bonding curves, trade simulation, chain info.

★ 0 updated 3mo ago
open-source

Best for: Developers building AI agents that need to interact with memecoin launchpads

Dev low

Oluwatunmise-olat/mcp-server-logs-sieve

Various

A Model Context Protocol (MCP) server that enables AI assistants to efficiently filter and analyze Cloud Platform logs by specific prefixes and patterns.

★ 2 updated 1mo ago
open-source

Best for: Developers who want to query cloud logs from an AI assistant using the Model Context Protocol

Dev low

omni-mcp/isaac-sim-mcp

Various

Isaac Simulation MCP Extension and Server

★ 173 updated 1y ago
open-source

Best for: Robotics developers and researchers who want to script or control Isaac Sim through AI agents and language models.

Dev low

omniologynow-rgb/profitspot-mcp

Various

The DeFi Brain for AI agents — give Claude the power to grade 6,500 liquidity pools across 86 chains. Risk scoring, Monte Carlo sims, impermanent loss, whale tracking. pip install

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need on-chain DeFi risk analysis across multiple blockchains

Dev low

omniologynow-rgb/scout-intel-mcp

Various

The Google for AI agents — give Claude the power to research any company, analyze competitors, and track market trends. 6 tools, 5+ data sources, confidence-scored JSON. pip instal

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need automated company and market intelligence

Dev low

ONE8943/ai-furniture-hub

Various

MCP server for AI agents: 15 tools, 300+ products, 31 categories. mm-precision furniture search, curated sets, replacement finder with fitscore, AI visibility diagnosis, OpenAPI 3.

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents for Japanese home furnishing e‑commerce

Dev low

ooples/mcp-console-automation

Various

MCP server for AI-driven console application automation and monitoring

★ 36 updated 15d ago
open-source

Best for: Developers building AI agents that need to control and observe console applications

Dev low

ooples/token-optimizer-mcp

Various

Intelligent token optimization for Claude Code - achieving 95%+ token reduction through caching, compression, and smart tool intelligence

★ 403 updated 21d ago
open-source

Best for: Claude Code users who want to reduce token usage and costs without losing core functionality

Dev low

open-agreements/open-agreements

Various

Fill standard legal agreement templates and produce signable DOCX files.

★ 35 updated 12d ago
open-source

Best for: Developers who need to automate generation of standard legal agreements from templates.

Dev low

openbnb-org/mcp-server-airbnb

Various

Search Airbnb using your AI Agent

★ 462 updated 2mo ago
open-source

Best for: Developers building AI agents that need to search Airbnb listings programmatically.

Dev low

open-strategy-partners/osp_marketing_tools

Various

A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques.

★ 266 updated 1y ago
open-source

Best for: Marketers and product teams who want to apply OSP methodology through LLMs

Dev low

opendatalab/MinerU-Ecosystem

Various

opendatalab/MinerU-Ecosystem — indexed from awesome-mcp-servers-punkpeye

★ 105 updated 1mo ago
open-source

Best for: Developers building AI agents that need standardized access to MinerU data processing capabilities

Dev low

OpenDataMCP/OpenDataMCP

Various

Connect any Open Data to any LLM with Model Context Protocol.

★ 153 updated 1y ago
open-source

Best for: Developers seeking a quick MCP-based bridge between open data and language models

Dev low

openlink/mcp-server-jdbc

Various

Java based Model Context Procotol (MCP) Server for JDBC

★ 12 updated 10mo ago
open-source

Best for: Developers building MCP-based AI tools that need JDBC database access

Dev low

openlink/mcp-server-sqlalchemy

Various

A simple MCP ODBC server using FastAPI, ODBC and SQLAlchemy.

★ 24 updated 1y ago
open-source

Best for: Developers who need a minimal ODBC-to-MCP bridge for AI tool integration

Dev low

openMF/mcp-mifosx-self-service

Various

MCP Server for Mifos X - Self Service

★ 7 updated 17d ago
open-source

Best for: Developers building AI assistants for microfinance or financial inclusion platforms

Dev low

@openpulsechain/mcp-server

Various

Open-source PulseChain analytics platform — token prices, safety scoring, smart money tracking, holder leagues, bridge stats. REST API + MCP server for AI agents.

★ 1 updated 1mo ago
open-source

Best for: Developers building AI agents or dashboards that require PulseChain on-chain data

Dev low

openMF/mcp-mifosx

Various

Model Context Protocol - MCP for Mifos X

★ 23 updated 16d ago
open-source

Best for: Developers building AI‑powered assistants for microfinance institutions that use Mifos X

Dev low

openstack-kr/python-openstackmcp-server

Various

openstack mcp server

★ 19 updated 2mo ago
open-source

Best for: Developers building AI agents that need to manage OpenStack clouds

Dev low

opentabs-dev/opentabs

Various

Browser automation clicks buttons. OpenTabs calls APIs.

★ 629 updated 14d ago
open-source

Best for: Developers needing a simple, scriptable way to automate browser tab actions and API interactions in TypeScript projects.

Dev low

OpenZeppelin/contracts-wizard

Various

Interactive smart contract generator based on OpenZeppelin Contracts.

★ 292 updated 15d ago
open-source

Best for: Developers who need to quickly generate standard, secure smart contracts for Ethereum or EVM-compatible chains

Dev low

operantlabs/operant-mcp

Various

Turn your AI agent into a hacker by plugging in this MCP

★ 8 updated 2mo ago
open-source

Best for: Security researchers and red teams building autonomous penetration testing pipelines

Dev low

operative_sh/web-eval-agent

Various

An MCP server that autonomously evaluates web applications.

★ 1,242 updated 4mo ago
open-source

Best for: Developers seeking automated web application evaluation for CI/CD pipelines

Dev low

opgginc/opgg-mcp

Various

📇 ☁️ - Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and charact

★ 92 updated 21d ago
open-source

Best for: Developers creating AI assistants that need live gaming stats and esports schedules

Dev low

opslevel/opslevel-mcp

Various

Model Context Protocol (MCP) server for OpsLevel

★ 10 updated 29d ago
open-source

Best for: DevOps and platform engineering teams using OpsLevel who want AI-driven access to their service catalog.

Dev low

optimaquantum/claude-critical-rules-mcp

Various

MCP server for Claude AI providing automatic enforcement of critical rules - Prevents 96 documented failure patterns

★ 6 updated 5mo ago
open-source

Best for: Developers using Claude AI who need automated guardrails against common failure patterns

Dev low

optuna/optuna-mcp

Various

The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.

★ 76 updated 16d ago
open-source

Best for: Developers building MCP-compatible AI assistants that need hyperparameter optimization capabilities

Dev low

opusforge/gorilla-mcp

Various

MCP server for Gorilla. Find your first SaaS users on Reddit, X, YouTube, and TikTok. https://usegorilla.app

★ 2 updated 15d ago
open-source

Best for: SaaS founders and growth hackers who want to automate social media lead discovery via AI assistants

Dev low

oraios/serena

Various

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

★ 24,823 updated 12d ago
open-source

Best for: Developers building AI agents that need to understand and modify code programmatically

Dev low

orellazi/coda-mcp

Various

MCP Server for Coda

★ 60 updated 2mo ago
open-source

Best for: Developers who want to connect AI assistants to Coda documents for automated data retrieval and updates

Dev low

OrygnsCode/opa-mcp-server

Various

Model Context Protocol server for Open Policy Agent (OPA). Author, validate, debug, and explain Rego policies through any MCP-compatible client.

★ 2 updated 13d ago
open-source

Best for: Developers already using MCP-compatible tools who want to manage OPA policies interactively.

Dev low

osinmv/funciton-lookup-mcp

Various

MCP server for AI agents to lookup function signatures from any API. Uses SQLite and universal ctags to index source files across multiple languages (Python, C, Go, C++, JS, Rust,

★ 3 updated 7mo ago
open-source

Best for: Developers building AI agents that need accurate function signatures from existing codebases

Dev low

oso95/domain-suite-mcp

Various

MCP with skills for your agent to do domain and DNS management across Porkbun, Namecheap, GoDaddy and Cloudflare.

★ 3 updated 3mo ago
open-source

Best for: Developers building AI agents that need multi-registrar domain management

Dev low

OSOJDJD/deeplook

Various

Company intelligence for AI agents — any company, one call

★ 10 updated 1mo ago
open-source

Best for: Developers building AI agents that need quick, programmatic company lookups

Dev low

Osseni94/oyemi-mcp

Various

MCP support for Oyemi Library

★ 2 updated 5mo ago
open-source

Best for: Developers already using Oyemi Library who want to expose it via MCP

Dev low

Osseni94/keyneg-mcp

Various

Keyneg connector

★ 0 updated 5mo ago
open-source

Best for: Developers experimenting with MCP and needing a basic Keyneg connector

Dev low

osulivan/skill4agent-mcp-server

Various

MCP Server for skill4agent - Search and install AI skills via Model Context Protocol

★ 2 updated 3mo ago
open-source

Best for: Developers who need to integrate skill4agent skills into MCP-enabled tools or workflows.

Dev low

OthmaneBlial/term_mcp_deepseek

Various

A MCP‑like server using the DeepSeek API for Terminal

★ 16 updated 8mo ago
open-source

Best for: Developers who want a simple terminal interface to DeepSeek models with MCP-like integration

Dev low

ouvreboite/openapi-to-mcp

Various

An MCP server for your API

★ 33 updated 11mo ago
open-source

Best for: Developers wanting to quickly connect their OpenAPI-defined APIs to MCP-compatible AI agents

Dev low

OverQuotaAI/chatterboxio-mcp-server

Various

A Model Context Protocol server implementation for ChatterBox, enabling AI agents to interact with online meetings and generate meeting summaries

★ 10 updated 11mo ago
open-source

Best for: Developers building AI agents that need to interact with ChatterBox meetings and generate summaries

Dev low

overpod/mcp-telegram

Various

Connect Telegram to Claude AI — messages, media, reactions, polls, scheduled messages & more. Hosted version: mcp-telegram.com (QR login, 30 sec setup). Built on GramJS/MTProto.

★ 11 updated 12d ago
open-source

Best for: Developers integrating Telegram with Claude AI for automated messaging and interaction

Dev low

oxgeneral/agentnet

Various

Your agent has zero users. This fixes that. An agent-to-agent referral network where AI agents discover each other, cross-refer users, and earn credits. Available as an MCP server

★ 0 updated 3mo ago
open-source

Best for: Developers building autonomous AI agents that need a built-in mechanism for discovery and user acquisition.

Dev low

ovlabs/mcp-server-originalvoices

Various

MCP (Model Context Protocol) server that provides access to OriginalVoices' network Digital Twins for real-time audience research.

★ 2 updated 2mo ago
open-source

Best for: Developers building AI agents that need real-time audience insights from digital twin networks

Dev low

ozgurcd/gograph

Various

A fast, local-only CLI tool to generate repository structures and improve IDE context awareness for Go codebases.

★ 150 updated 13d ago
open-source

Best for: Go developers needing on-demand, offline repository structure summaries to enhance editor context

Dev low

P4ST4S/mcp-audit

Various

A transparent Go proxy that intercepts, signs, and audits all MCP tool calls between any client and server, without modifying either.

★ 4 updated 12d ago
open-source

Best for: Developers who need to audit or secure MCP tool call interactions without modifying existing systems

Dev low

pab1it0/prometheus-mcp-server

Various

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

★ 450 updated 25d ago
open-source

Best for: Developers building AI agents that need real-time access to Prometheus metrics

Dev low

pab1it0/adx-mcp-server

Various

A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.

★ 55 updated 2mo ago
open-source

Best for: Developers building AI assistants that need to query Azure Data Explorer databases

Dev low

pab1it0/tripadvisor-mcp

Various

A Model Context Protocol (MCP) server for Tripadvisor Content API. This provides access to Tripadvisor location data, reviews, and photos through standardized MCP interfaces, allow

★ 57 updated 1y ago
open-source

Best for: Developers building AI assistants that need travel and review data from Tripadvisor

Dev low

pab1ito/chess-mcp

Various

A Model Context Protocol server for Chess.com's Published Data API. This provides access to Chess.com player data, game records, and other public information through standardized M

★ 74 updated 7mo ago
open-source

Best for: Developers building AI assistants that need to query public chess data from Chess.com

Dev low

paladini/devutils-mcp-server

Various

An open-source DevUtils MCP Server — a comprehensive developer utilities toolkit for the Docker MCP Catalog. It provides 36 tools across 8 categories that AI assistants can invoke

★ 1 updated 2mo ago
open-source

Best for: Developers using AI assistants in Docker environments

Dev low

paladini/mcp-me

Various

Your AI assistants don't know who you are. mcp-me fixes that: a local MCP server that gives any AI a full picture of who you are

★ 4 updated 2mo ago
open-source

Best for: Developers who want a single source of truth for personal context across AI tools

Dev low

PantelisGeorgiadis/dicomweb-mcp-server

Various

DICOMweb Model Context Protocol (MCP) server implementation

★ 2 updated 28d ago
open-source

Best for: Developers building AI agents that need programmatic access to medical imaging archives via DICOMweb

Dev low

pallaprolus/mendeley-mcp

Various

MCP server for Mendeley reference manager - search, retrieve, and manage your academic library from Claude and other MCP clients

★ 19 updated 5mo ago
open-source

Best for: Researchers who use Mendeley and want to query or organize their library through AI assistants

Dev low

Pantheon-Security/chrome-mcp-secure

Various

Secure ChromeMCP Server - Query and Debugging sites using Google Chrome with additional security hardening layers

★ 5 updated 4mo ago
open-source

Best for: Developers who need a secure, scriptable way to query and debug websites using Chrome.

Dev low

Pantheon-Security/notebooklm-mcp-secure

Various

Secure NotebookLM MCP Server - Query Google NotebookLM from Claude/AI agents with 17 security hardening layers

★ 68 updated 12d ago
open-source

Best for: Developers who need to query NotebookLM from AI agents with strong security controls

Dev low

panther-labs/mcp-panther

Various

Write detections, investigate alerts, and query logs from your favorite AI agents

★ 44 updated 29d ago
open-source

Best for: Security engineers and SOC teams using Panther who want to automate detection writing and alert investigation with AI agents.

Dev low

papersflow-ai/papersflow-mcp

Various

papersflow-mcp is PapersFlow’s production MCP server for literature search, citation verification, related-paper discovery, and authenticated research workflows across Claude, Code

★ 9 updated 3mo ago
open-source

Best for: Developers building AI-assisted research tools or integrating literature search into MCP workflows

Dev low

paracetamol951/caisse-enregistreuse-mcp-server

Various

Kash.click MCP server [Official]

★ 1 updated 1mo ago
open-source

Best for: Developers building AI agents that need to interact with Kash.click POS systems

Dev low

paracetamol951/P-Link-MCP

Various

x402 client implementation (x402-fetch), HTTP 402 server implementation and Model Context Protocol (MCP) for P-Link.io : pay, send and receive money with agents

★ 1 updated 2mo ago
open-source

Best for: Developers prototyping agent-based payment systems or experimenting with x402 and MCP

Dev low

parallel-web/search-mcp

Various

☁️ 🔎 - Highest Accuracy Web Search for AI

open-source

Best for: Developers building AI agents or assistants that need reliable, real-time web search via the MCP protocol.

Dev low

parasxos/cpp26-adapter

Various

Claude Code plugin that turns Claude into a C++26 specialist. Standard-first suggestions; compiler-honest verification.

★ 0 updated 18d ago
open-source

Best for: C++ developers exploring or adopting C++26 features who want standard-compliant suggestions verified by compiler behavior.

Dev low

parallel-web/task-mcp

Various

☁️ 🔎 - Highest Accuracy Deep Research and Batch Tasks MCP

★ 11 updated 8mo ago
open-source

Best for: Developers building AI agents that need reliable, multi-step research and batch processing via MCP

Dev low

particlefuture/MCPDiscovery

Various

🐍 ☁️ 🏠 🍎 🪟 - MCP of MCPs. Automatic discovery and configure MCP servers on your local machine.

★ 50 updated 5mo ago
open-source

Best for: Developers who need to quickly set up and manage multiple MCP servers on their local machine

Dev low

partymola/fitbit-mcp

Various

MCP server for the Fitbit Web API with OAuth PKCE, local SQLite cache, and trend analysis

★ 0 updated 16d ago
open-source

Best for: Developers building MCP-based tools that need to query Fitbit health data.

Dev low

partymola/monzo-mcp

Various

MCP server for the Monzo banking API with OAuth, local transaction cache, and spending analysis

★ 0 updated 1mo ago
open-source

Best for: Developers building AI assistants that need read access to Monzo banking data

Dev low

pastorsimon1798/mcp-video

Various

Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Local, fast, free.

★ 29 updated 15d ago
open-source

Best for: Developers building AI agents that need simple, safe, local video editing capabilities

Dev low

PaSympa/discord-mcp

Various

MCP server to control Discord — messages, channels, roles, permissions, members, and moderation

★ 11 updated 12d ago
open-source

Best for: Developers who want to automate Discord server management through an MCP-compatible AI agent

Dev low

Patdolitse/piia-engram

Various

One memory. Every AI tool. Yours to keep. Local-first, MCP-compatible, Apache 2.0.

★ 161 updated 12d ago
open-source

Best for: Developers who want a private, self-hosted memory layer for MCP-compatible AI tools

Dev low

PatrickPalmer/MayaMCP

Various

Model Context Protocol (MCP) server implementation for Autodesk Maya

★ 79 updated 1y ago
open-source

Best for: Developers building AI-assisted 3D content creation tools in Autodesk Maya

Dev low

PatrickSys/codebase-context

Various

Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search

★ 45 updated 1mo ago
open-source

Best for: Developers who want to give AI agents a structured understanding of their codebase's architecture and conventions.

Dev low

paulburgess1357/nvim-mcp

Various

MCP server that connects AI agents to your running Neovim instance via msgpack-RPC — no plugins required.

★ 55 updated 25d ago
open-source

Best for: Developers who want to integrate AI agents directly into their Neovim editing workflow

Dev low

paulhkang94/markview

Various

Native macOS markdown preview + MCP server for Claude Code. Swift/SwiftUI, GFM, Mermaid, syntax highlighting. No Electron.

★ 33 updated 12d ago
open-source

Best for: macOS developers using Claude Code who need a native, lightweight markdown preview with diagram support.

Dev low

PaulieB14/graph-aave-mcp

Various

MCP server for querying AAVE V2/V3/V4 lending and governance data via The Graph — 7 chains across 11 subgraphs (Ethereum, Base, Arbitrum, Polygon, Optimism, Avalanche, Fantom + Gov

★ 1 updated 19d ago
open-source

Best for: Developers building AI agents that need real-time AAVE data across multiple chains

Dev low

PaulieB14/graph-polymarket-mcp

Various

MCP server for Polymarket prediction markets — 31 tools combining The Graph subgraphs + Polymarket REST APIs (Gamma + CLOB) for market search, live prices, order books, trader P&L,

★ 2 updated 2mo ago
open-source

Best for: Developers building MCP-based applications that need comprehensive Polymarket data

Dev low

paulieb89/govuk-mcp

Various

MCP server for GOV.UK — search, content drill-down, organisations, and postcode lookup. 5 tools, no API key, hosted on Fly.io.

★ 1 updated 28d ago
open-source

Best for: Developers building AI tools that need to query UK government information

Dev low

payclaw/mcp-server

Various

Badge identity + virtual Visa cards for AI agents. MCP-native.

★ 1 updated 12d ago
open-source

Best for: Developers building AI agents that require identity credentials and virtual payment capabilities

Dev low

PCDCK/ozon-mcp

Various

MCP-сервер для Ozon Seller API и Performance API — подключите любого AI-агента к кабинету продавца

★ 6 updated 1mo ago
open-source

Best for: Developers building AI assistants for Ozon marketplace sellers

Dev low

pdavis68/RepoMapper

Various

Continue

open-source

Best for: Developers who need quick, visual overviews of repository structure for onboarding or refactoring

Dev low

Pearch-ai/mcp_pearch

Various

The most accurate people search API/MCP. Natural language in, high-quality candidates out. Built for ATSs and AI Agents.

★ 7 updated 26d ago
open-source

Best for: Developers building AI agents or ATS integrations that need automated people search

Dev low

peek-travel/mcp-intro

Various

☁️ 🍎 🪟 🐧 - Remote MCP Server for discovering and planning experiences, at home and on vacation

★ 2 updated 8mo ago
open-source

Best for: Developers building AI travel or activity recommendation features

Dev low

penfieldlabs/penfield-mcp

Various

🧠 Persistent memory for AI Agents. Free trial → https://portal.penfield.app/sign-up

★ 3 updated 2mo ago
open-source

Best for: Developers needing a lightweight, open-source memory layer for AI agents

Dev low

Pentagonal-ai/pentagonal

Various

Pentagonal-ai/pentagonal — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers exploring or building with the Model Context Protocol

Dev low

pepabo/colormeshop-mcp

Various

Official remote MCP server for Color Me Shop

★ 0 updated 21d ago
open-source

Best for: Developers building AI assistants for Japanese e-commerce stores on Color Me Shop

Dev low

pepabo/muumuu-domain-mcp

Various

pepabo/muumuu-domain-mcp — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 21d ago
open-source

Best for: Developers experimenting with MCP servers for domain management in AI applications

Dev low

Perspective-AI/mcp

Various

MCP server for Perspective AI. An AI Concierge replaces static forms with adaptive AI conversations that understand real situations, structure key information automatically, and tr

★ 4 updated 1mo ago
open-source

Best for: Developers building conversational interfaces to replace static forms in MCP-compatible environments

Dev low

peter-j-thompson/semanticapi-mcp

Various

MCP server for Semantic API — discover and call any API using natural language

★ 0 updated 3mo ago
open-source

Best for: Developers building AI-powered tools that need to interact with many APIs via natural language, or those prototyping API-driven workflows.

Dev low

peterbeck111/knowledgelib-io

Various

peterbeck111/knowledgelib-io — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 21d ago
open-source

Best for: Developers browsing MCP server lists for potential knowledge library integrations

Dev low

peturgeorgievv-factory/postfast-mcp

Various

peturgeorgievv-factory/postfast-mcp — indexed from awesome-mcp-servers-punkpeye

★ 1 updated 21d ago
open-source

Best for: Developers exploring Model Context Protocol server implementations

Dev low

pfillion42/memviz

Various

A local vector memory explorer with a modern UI. Browse, search, visualize and manage SQLite-vec databases from MCP Memory Service.

★ 0 updated 3mo ago
open-source

Best for: Developers working with MCP Memory Service who need a GUI to explore and manage vector memory databases

Dev low

pghdma/callrail-mcp

Various

Model Context Protocol (MCP) server for the CallRail REST API v3 — query calls, form submissions, transcripts, and more from Claude Code, Claude Desktop, Cursor, or any MCP client.

★ 0 updated 1mo ago
open-source

Best for: Python developers who want to query CallRail telephony data from AI assistants or code editors

Dev low

pgtuner_mcp

Various

provides AI-powered PostgreSQL performance tuning capabilities.

★ 24 updated 13d ago
open-source

Best for: Developers and DBAs who want automated PostgreSQL tuning suggestions via MCP

Dev low

Pharaoh-so/pharaoh

Various

Pharaoh-so/pharaoh — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers seeking an open-source MCP server for experimentation or integration

Dev low

phisanti/MCPR

Various

MCPR enables AI agents to participate in interactive R sessions for professional analysis workflows.

★ 25 updated 2mo ago
open-source

Best for: Developers prototyping AI-driven R analysis assistants

Dev low

philrox/ris-mcp-ts

Various

MCP Server for the Austrian Legal Information System (RIS) - Access Austrian federal laws, state laws, court decisions and more

★ 3 updated 2mo ago
open-source

Best for: Developers building legal research tools or AI assistants that need Austrian law data

Dev low

PhononX/cv-mcp-server

Various

Carbon Voice MCP Server

★ 7 updated 2mo ago
open-source

Best for: Developers who want to add voice capabilities to MCP-based AI agents

Dev low

PhpCodeArcheology/PhpCodeArcheology

Various

PHP static analysis for architecture & maintainability — 60+ metrics, complexity analysis, dependency graphs, git churn hotspots, and AI-ready MCP server. Alternative to PHPMetrics

★ 77 updated 14d ago
open-source

Best for: PHP developers and teams focused on code maintainability and architecture quality.

Dev low

PhungXuanAnh/selenium-mcp-server

Various

🐍 🏠 🍎 🪟 🐧 - A Model Context Protocol server providing web automation capabilities through Selenium WebDriver

★ 9 updated 21d ago
open-source

Best for: Python developers building MCP-enabled AI agents that need to perform browser-based tasks

Dev low

phuongrealmax/code-guardian

Various

Code Guardian Studio – AI-powered code refactor engine for large repositories, built on Claude Code + MCP.

★ 5 updated 5mo ago
open-source

Best for: Developers seeking AI-assisted refactoring for large codebases who are already using Claude Code

Dev low

pi22by7/In-Memoria

Various

Persistent Intelligence Infrastructure for AI Agents

★ 168 updated 5mo ago
open-source

Best for: Rust developers building AI agents that require persistent memory and state management

Dev low

pibblokto/cert-manager-mcp-server

Various

MCP Server for cert-manager

★ 24 updated 9mo ago
open-source

Best for: DevOps teams who want to manage Kubernetes certificate lifecycles through AI assistants

Dev low

picahq/mcp

Various

🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.

open-source

Best for: Developers building multi-service AI agents who want a unified integration layer

Dev low

pickelfintech/sentisift-sdks

Various

Official Python, TypeScript, and MCP-server clients for the SentiSift API.

★ 0 updated 1mo ago
open-source

Best for: Developers who need a ready-to-use client for the SentiSift API in Python, TypeScript, or MCP environments

Dev low

pickelfintech/the13f-mcp

Various

Institutional 13F intelligence for Claude Desktop, Cursor, and VS Code. Nine Read tools: manager search, holdings, similarity, regime, sector flows.

★ 0 updated 1mo ago
open-source

Best for: Developers and quants who need institutional portfolio data inside their AI coding assistant

Dev low

pierrebrunelle/mcp-server-openai

Various

Query OpenAI models directly from Claude using MCP protocol.

★ 81 updated 1y ago
open-source

Best for: Developers who want to combine OpenAI and Claude models in a single workflow

Dev low

piiiico/proof-of-commitment

Various

Supply chain risk scorer for npm and PyPI — single-maintainer CRITICAL flags before attacks happen

★ 5 updated 15d ago
open-source

Best for: Developers and security teams vetting dependencies in npm or PyPI projects

Dev low

pilat/mcp-datalink

Various

MCP server for secure database access (PostgreSQL, MySQL, SQLite)

★ 3 updated 2mo ago
open-source

Best for: Developers who need a lightweight, standardized MCP server for secure database access in AI agent or LLM workflows

Dev low

pinecone-io/assistant-mcp

Various

Pinecone Assistant MCP server

★ 43 updated 1y ago
open-source

Best for: Developers who need a performant, standards-based bridge between AI assistants and Pinecone vector databases

Dev low

Pingfyr/mcp

Various

MCP server for Pingfyr — schedule reminders from Claude and AI agents

★ 0 updated 18d ago
open-source

Best for: Developers who want to give Claude or other MCP-compatible agents the ability to schedule reminders.

Dev low

pipeboard-co/meta-ads-mcp

Various

MCP server to manage Facebook and Instagram Ads (Meta Ads)

★ 952 updated 15d ago
open-source

Best for: Developers building AI assistants or automation that need to control Meta Ads programmatically.

Dev low

PipedreamHQ/pipedream

Various

Connect APIs, remarkably fast. Free for developers.

★ 11,417 updated 12d ago
open-source

Best for: Developers who need fast, low-code API connections and workflow automation

Dev low

pipepie/pipepie

Various

Self-hosted encrypted tunnel for webhooks, AI pipelines, and local development. End-to-end Noise encryption, pipeline tracing, web dashboard, MCP server for AI tools.

★ 7 updated 2mo ago
open-source

Best for: Developers who need a secure, self-hosted tunnel for webhooks or AI pipelines with observability

Dev low

piquesignal/piquesignal-mcp

Various

piquesignal/piquesignal-mcp — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers who use piquesignal and want to expose it through MCP to AI assistants

Dev low

pkotecha-eng/aria-mcp-server

Various

ARIA Clinical Research MCP Server — exposes PubMed, ClinicalTrials.gov & ISRCTN as MCP tools. Any Claude agent can search 35M+ biomedical papers and 400K+ clinical trials in real t

★ 1 updated 1mo ago
open-source

Best for: Developers building Claude agents that need to query clinical research and biomedical literature in real time.

Dev low

plagtech/spraay-x402-mcp

Various

MCP server for Spraay x402 Gateway —33 paid tools for onchain data, AI models & batch payments on Base

★ 0 updated 24d ago
open-source

Best for: Developers building on Base who need a unified API for onchain data, AI, and payments.

Dev low

planetscale/mcp

Various

The CLI for PlanetScale Database

★ 650 updated 12d ago
open-source

Best for: Developers using PlanetScale who want AI agents to manage database operations

Dev low

platfone-com/mcp

Various

MCP server for virtual phone number verification - SMS activations for AI agents via Claude, Cursor, VS Code Copilot and more...

★ 2 updated 1mo ago
open-source

Best for: Developers building AI agents that need programmatic phone verification via SMS

Dev low

playidea-lab/pcq

Various

playidea-lab/pcq — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 15d ago
open-source

Best for: Developers wanting to experiment with MCP servers in Python.

Dev low

pminervini/deep-research-mcp

Various

MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, Allen AI's DR-Tulu, and Hugging Face's Open Deep Research

★ 84 updated 1mo ago
open-source

Best for: Developers building MCP-based tools that need flexible access to multiple deep research AI models

Dev low

pmptwiki/pmpt-cli

Various

Record and share your AI-driven product development journey

★ 5 updated 3mo ago
open-source

Best for: Developers building AI-driven products who want a lightweight way to log and share their development process

Dev low

poll-the-people/customgpt-mcp

Various

Open source MCP server for CustomGPT.ai

★ 3 updated 7mo ago
open-source

Best for: Developers integrating CustomGPT.ai into MCP-based workflows.

Dev low

polygon-io/mcp_polygon)

Various

An MCP server for Massive.com Financial Market Data

★ 346 updated 1mo ago
open-source

Best for: Developers building AI assistants that need financial market data

Dev low

pomazanbohdan/memory-mcp-1file

Various

🦀 🏠 🍎 🪟 🐧 - A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI

★ 23 updated 16d ago
open-source

Best for: Developers needing a lightweight, self-contained memory server for AI agents or chatbots

Dev low

portainer/portainer-mcp

Various

Portainer MCP server

★ 166 updated 15d ago
open-source

Best for: Developers who want to control their Portainer Docker stacks through AI assistants

Dev low

portel-dev/ncp

Various

Natural Context Provider (NCP). Your MCPs, supercharged. Find any tool instantly, load on demand, run on schedule, ready for any client. Smart loading saves tokens and energy.

★ 91 updated 12d ago
open-source

Best for: Developers building AI applications that need efficient, on-demand MCP management

Dev low

PostalDataPI/postaldatapi-mcp

Various

MCP server for PostalDataPI — postal code lookups for AI agents

★ 0 updated 24d ago
open-source

Best for: Developers who need to add postal code lookup capabilities to AI agents or automation tools

Dev low

PostcardBot/mcp-server

Various

MCP server for Postcard.bot — let AI agents send real printed postcards. Works with Claude, Cursor, Windsurf, and any MCP client.

★ 4 updated 3mo ago
open-source

Best for: Developers building AI agents that need to send physical postcards as part of their workflow

Dev low

posthog/mcp

Various

Official PostHog MCP Server 🦔

★ 143 updated 4mo ago
open-source

Best for: Teams using PostHog who want AI-driven access to their analytics data

Dev low

Pradumnasaraf/aviationstack-mcp

Various

An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types ✈️.

★ 23 updated 3mo ago
open-source

Best for: Developers building AI assistants or automation tools that need live flight and airport data

Dev low

pragmar/mcp-server-webcrawl

Various

MCP server tailored to connecting web crawler data and archives

★ 41 updated 13d ago
open-source

Best for: Developers who need to expose web crawl archives through the Model Context Protocol

Dev low

pramod/kaggle

Various

This project provides an MCP (Model Context Protocol) server for interacting with Kaggle competitions from Claude Desktop (or any MCP-compatible client)

★ 3 updated 9mo ago
open-source

Best for: Developers integrating Kaggle tasks into AI assistant workflows

Dev low

Pratyay/mac-monitor-mcp

Various

🐍 🏠 🍎 - Identifies resource-intensive processes on macOS and provides performance improvement suggestions.

★ 21 updated 2mo ago
open-source

Best for: Developers who want conversational macOS performance diagnostics via AI assistants

Dev low

pranciskus/newsmcp

Various

MCP server for real-time world news — free, no API key required

★ 4 updated 3mo ago
open-source

Best for: Developers who need quick news integration without managing API keys

Dev low

preflight-dev/preflight

Various

✈️ 24-tool MCP server for Claude Code: preflight checks for your prompts, cross-service context, session history search with LanceDB vectors, correction pattern learning, cost esti

★ 8 updated 2mo ago
open-source

Best for: Developers using Claude Code who need structured prompt validation and session analytics

Dev low

PreReason/mcp

Various

MCP server for PreReason, the Context API for financial agents. 17 pre-reasoned market briefings with trend signals, regime classification, confidence scores, and cross-asset corre

★ 2 updated 2mo ago
open-source

Best for: Developers building financial agents that need curated, pre-reasoned market context.

Dev low

pricepertoken/mcp-server

Various

Free MCP server for real-time LLM pricing data. Get GPT-4, Claude, Gemini costs directly in Claude Code, Cursor, and Windsurf.

open-source

Best for: Developers using AI coding assistants who need to track or compare LLM costs in real time.

Dev low

PrinceGabriel-lgtm/freshcontext-mcp

Various

Timestamped web intelligence for AI agents. MCP server with guaranteed freshness envelopes.

★ 9 updated 12d ago
open-source

Best for: Developers building AI agents that require verifiably fresh web context

Dev low

prisma/mcp

Various

📇 ☁️ 🏠 - Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).

★ 42 updated 8mo ago
open-source

Best for: Developers using Prisma who want to delegate database operations to language models

Dev low

profullstack/mcp-server

Various

A generic, modular server for implementing the Model Context Protocol (MCP).

★ 43 updated 21d ago
open-source

Best for: Developers who need a quick, modular starting point for building MCP servers in JavaScript

Dev low

prompeteer/prompeteer-mcp

Various

Prompeteer.ai MCP

★ 0 updated 3mo ago
open-source

Best for: Developers exploring MCP integration with JavaScript ecosystems.

Dev low

PromptExecution/cratedocs-mcp

Various

MCP tools for Rust Context Engineering (rustdocs, rust analyzer)

★ 17 updated 4mo ago
open-source

Best for: Rust developers integrating AI assistance with crate documentation and analysis

Dev low

promptexecution/just-mcp

Various

mcp server for just

★ 49 updated 6mo ago
open-source

Best for: Developers using just who want AI assistants to run their task automation

Dev low

proplineapi/propline-mcp

Various

proplineapi/propline-mcp — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 13d ago
open-source

Best for: Developers building AI agents that need to access property boundary data

Dev low

proompteng/bilig

Various

Headless spreadsheet workbooks for Node services and agents, no need for excel or browser

★ 30 updated 12d ago
open-source

Best for: Node.js developers who need programmatic spreadsheet generation without external dependencies

Dev low

prosperkartik/hostaway-mcp

Various

Open-source Model Context Protocol (MCP) server for the Hostaway PMS - connect Claude to your vacation rental ops.

★ 1 updated 1mo ago
open-source

Best for: Developers building AI-powered assistants for vacation rental management

Dev low

protostatis/unbrowser

Various

Single-binary, Chrome-free headless browser for LLM agents. Cheap layer of a two-engine scraping stack — handles 80% of pages at 1/50th Chrome's per-session cost.

★ 7 updated 15d ago
open-source

Best for: Developers needing cheap, lightweight headless browsing for routine web scraping in AI pipelines

Dev low

PsChina/deepseek-as-subagent

Various

Run DeepSeek as a real sub-agent inside Claude Code / Codex CLI — DeepSeek gets its own 7-tool agent loop in a sandboxed workspace, not just a single LLM call.

★ 0 updated 12d ago
open-source

Best for: Developers using Claude Code who want to delegate subtasks to a separate DeepSeek sub-agent.

Dev low

pskill9/hn-server

Various

Hacker news MCP server

★ 39 updated 1y ago
open-source

Best for: Developers building MCP-based tools that need to access Hacker News content

Dev low

pskill9/web-search

Various

Web search using free google search (NO API KEYS REQUIRED)

★ 454 updated 1y ago
open-source

Best for: Developers prototyping or building small-scale tools that need free web search access without API keys.

Dev low

pskill9/website-downloader

Various

MCP server to download entire websites

★ 151 updated 1y ago
open-source

Best for: Developers needing a quick, scriptable way to mirror websites for offline use or data extraction.

Dev low

PSPDFKit/nutrient-document-engine-mcp-server

Various

A Model Context Protocol (MCP) server implementation exposes document processing capabilities through natural language, supporting both direct human interaction and AI agent tool c

★ 59 updated 3mo ago
open-source

Best for: Developers building AI-powered document workflows who need a standardized MCP interface for PDF processing

Dev low

PSPDFKit/nutrient-dws-mcp-server

Various

A Model Context Protocol (MCP) server implementation that integrates with the Nutrient Document Web Service (DWS) Processor API, providing powerful PDF processing capabilities for

★ 65 updated 2mo ago
open-source

Best for: Developers building AI assistants that need server-side PDF processing capabilities.

Dev low

PSU3D0/spreadsheet-mcp

Various

MCP server for spreadsheet analysis and editing. Slim, token-efficient tool surface designed for LLM agents.

★ 46 updated 1mo ago
open-source

Best for: Developers building LLM agents that need lightweight spreadsheet read/write capabilities

Dev low

PThrower/Strata

Various

PThrower/Strata — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers exploring or building with the Model Context Protocol

Dev low

public-ui/kolibri

Various

The accessible HTML-Standard

★ 262 updated 12d ago
open-source

Best for: Developers who need to build accessible HTML components and want a standards-oriented approach

Dev low

pullkitsan/mobsf-mcp-server

Various

This MCP server uses mobsf api's to scan and analyze the apk and ipa files.

★ 20 updated 10mo ago
open-source

Best for: Developers needing automated mobile app security scanning within MCP-based toolchains

Dev low

pulumi/mcp-server

Various

🎖️ 📇 🏠 - MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package in

open-source

Best for: Developers using Pulumi who want to connect infrastructure management with MCP-compatible assistants or tooling.

Dev low

PV-Bhat/vibe-check-mcp-server

Various

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows.

★ 487 updated 16d ago
open-source

Best for: Developers building complex, long-horizon AI agents that need guardrails against over-engineering and reasoning lock-in.

Dev low

pwh-pwh/cal-mcp

Various

用于计算数学表达式的MCP

★ 13 updated 2mo ago
open-source

Best for: Developers needing a minimal math evaluation tool for MCP-based AI agents

Dev low

pwh-pwh/coin-mcp-server

Various

use Bitget’s API to get cryptocurrency info

★ 26 updated 1y ago
open-source

Best for: Developers needing quick crypto price data from Bitget in MCP-compatible applications

Dev low

Py2755/aiogram-mcp

Various

MCP server middleware for aiogram Telegram bots — expose your bot to AI agents via the Model Context Protocol

★ 0 updated 2mo ago
open-source

Best for: Developers who already use aiogram and want to make their Telegram bot accessible to MCP-based AI agents.

Dev low

pydantic/pydantic-ai/mcp-run-python

Various

AI Agent Framework, the Pydantic way

★ 17,445 updated 12d ago
open-source

Best for: Python developers building type-safe AI agents with strict validation requirements

Dev low

pydantic/logfire-mcp

Various

The Logfire MCP Server is here! :tada:

★ 161 updated 2mo ago
open-source

Best for: Python developers using Logfire who want to expose observability data to AI assistants.

Dev low

pylonapi/pylon-mcp

Various

MCP server for Pylon AI — 10 pay-per-request APIs as AI agent tools. Powered by x402 on Base.

★ 0 updated 3mo ago
open-source

Best for: Developers building AI agents that need to call paid APIs with blockchain-based microtransactions.

Dev low

pyroprompts/any-chat-completions-mcp

Various

MCP Server for using any LLM as a Tool

★ 151 updated 1y ago
open-source

Best for: Developers building MCP-based agent workflows who need flexible LLM tool access

Dev low

pythia-the-oracle/pythia-oracle-mcp

Various

Every smart contract deserves intelligence, not just data. MCP server for on-chain calculated indicators (EMA, RSI, VWAP, Bollinger, volatility) via Chainlink.

★ 0 updated 18d ago
open-source

Best for: Smart contract developers who need on-chain technical analysis indicators for DeFi protocols.

Dev low

pythonanywhere/pythonanywhere-mcp-server

Various

🐍 🏠 - MCP server implementation for PythonAnywhere cloud platform.

★ 15 updated 3mo ago
open-source

Best for: Developers building AI agents that need to manage PythonAnywhere environments.

Dev low

pzalutski-pixel/javalens-mcp

Various

MCP server providing semantic Java code analysis for AI agents. Built on Eclipse JDT with tools for navigation, refactoring, search, and metrics.

★ 29 updated 15d ago
open-source

Best for: Java developers building or extending AI-assisted coding workflows that need deep code understanding.

Dev low

pzalutski-pixel/sharplens-mcp

Various

Roslyn-powered MCP server for AI-driven C# semantic analysis, refactoring, and code generation

★ 17 updated 24d ago
open-source

Best for: C# developers exploring AI-assisted code analysis and refactoring

Dev low

pzfreo/build123d-mcp

Various

MCP server for build123d to improve AI cognition when creating 3D CAD models

★ 5 updated 12d ago
open-source

Best for: Python developers who want to generate 3D models conversationally using build123d inside an MCP-enabled AI assistant.

Dev low

qainsights/jmeter-mcp-server

Various

✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯

★ 67 updated 12mo ago
open-source

Best for: Developers building AI-assisted performance testing workflows with JMeter

Dev low

qainsights/k6-mcp-server

Various

k6 MCP server

★ 24 updated 1y ago
open-source

Best for: Developers who need an MCP server interface for k6 load testing

Dev low

qainsights/locust-mcp-server

Various

A Model Context Protocol (MCP) server implementation for running Locust load tests. This server enables seamless integration of Locust load testing capabilities with AI-powered dev

★ 12 updated 1y ago
open-source

Best for: Developers who want to kick off Locust tests from an AI assistant without switching tools

Dev low

qbt-labs/openmm-mcp

Various

MCP server giving AI agents real crypto trading capabilities. 13+ tools for market data, order execution, grid strategies, and portfolio management across 4 exchanges

★ 2 updated 15d ago
open-source

Best for: Developers building AI-powered crypto trading assistants or automated trading agents

Dev low

qdrant/mcp-server-qdrant

Various

An official Qdrant Model Context Protocol (MCP) server implementation

★ 1,420 updated 24d ago
open-source

Best for: Developers building MCP-compatible AI agents that need vector search and memory via Qdrant

Dev low

QGIS MCP

Various

Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop

★ 965 updated 8mo ago
open-source

Best for: Developers building AI-driven geospatial automation tools or GIS analysts who want to combine LLMs with QGIS

Dev low

qianniuspace/mcp-security-audit

Various

A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security

★ 53 updated 11mo ago
open-source

Best for: Developers using MCP-compatible AI tools to audit npm package security

Dev low

qiniu/qiniu-mcp-server

Various

🐍 ☁️ - A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.

★ 36 updated 6mo ago
open-source

Best for: Developers building AI agents that need to interact with Qiniu Cloud storage and media services

Dev low

qq418716640/botbell-mcp

Various

BotBell MCP Server — Give Your AI a Voice

★ 0 updated 2mo ago
open-source

Best for: Developers who want to prototype or add voice output to MCP-based AI systems with minimal overhead

Dev low

qr-maker-io/mcp-server

Various

MCP server for QR Maker

★ 0 updated 2mo ago
open-source

Best for: Developers needing to add QR code generation to MCP-based AI assistants or automation pipelines

Dev low

QuackbackIO/quackback

Various

Open source alternative to Canny, UserVoice, Productboard

★ 109 updated 12d ago
open-source

Best for: Teams that want full control over their feedback pipeline and prefer open source over SaaS subscriptions.

Dev low

QuantGeekDev/coincap-mcp

Various

A coincap mcp server to access crypto data from coincap API

★ 92 updated 1y ago
open-source

Best for: Developers building AI assistants that need live cryptocurrency market data without direct vendor lock-in.

Dev low

QuantGeekDev/docker-mcp

Various

A docker MCP Server (modelcontextprotocol)

★ 480 updated 1y ago
open-source

Best for: Developers building AI-powered Docker automation and tooling

Dev low

QuantConnect/mcp-server

Various

Official Python MCP server for local interactions with the QuantConnect API

★ 74 updated 1mo ago
open-source

Best for: Developers building AI agents that need direct, local access to QuantConnect’s algorithmic trading capabilities.

Dev low

QuantOracledev/quantoracle

Various

63 deterministic quant computation tools for autonomous financial agents. Options, derivatives, risk, portfolio, statistics, crypto/DeFi, macro/FX, TVM. 1,000 free calls/day — no s

★ 5 updated 13d ago
open-source

Best for: Developers building autonomous trading or risk agents that need deterministic quant functions.

Dev low

QuantGeekDev/mongo-mcp

Various

A mongo db server for the model context protocol (MCP)

★ 173 updated 1y ago
open-source

Best for: Developers building MCP-based applications that need direct, programmatic access to MongoDB

Dev low

QuantToGo/quanttogo-mcp

Various

Macro-factor quantitative signal source for AI agents via MCP. 宏观因子量化信号源。

★ 6 updated 12d ago
open-source

Best for: Developers building AI agents that need structured macro-factor financial signals

Dev low

Quantum3-Labs/ARBuilder

Various

AI-powered code generator for Arbitrum Stylus, SDK bridging, dApps & Orbit chains — 19 MCP tools with RAG

★ 23 updated 1mo ago
open-source

Best for: Developers building smart contracts and dApps specifically on Arbitrum Stylus or Orbit chains

Dev low

quarkiverse/mcp-server-jdbc

Various

Model Context Protocol Servers in Quarkus

★ 193 updated 2mo ago
open-source

Best for: Developers building AI tools that require direct, secure access to relational databases.

Dev low

QuentinCody/braintree-mcp-server

Various

🐍 - Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.

★ 3 updated 1y ago
open-source

Best for: Developers building AI agents that need to automate Braintree payment operations

Dev low

QuentinCody/catalysishub-mcp-server

Various

🐍 - Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction d

★ 1 updated 1y ago
open-source

Best for: Researchers and developers needing to query Catalysis Hub data programmatically

Dev low

QuentinCody/shopify-storefront-mcp-server

Various

🐍 ☁️ - Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefro

★ 8 updated 1y ago
open-source

Best for: Developers building AI agents that need to programmatically access Shopify storefront data

Dev low

QuentinCody/github-graphql-mcp-server

Various

🐍 ☁️ - Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other

★ 12 updated 10mo ago
open-source

Best for: Developers already using MCP who need to make complex, multi-step GitHub queries in a single call.

Dev low

quietnotion/barevalue-mcp

Various

MCP server for Barevalue AI podcast editing API. Submit and manage podcast editing orders from Claude Code, Cursor, and other MCP-compatible tools.

★ 1 updated 3mo ago
open-source

Best for: Developers who use MCP-compatible tools and need to automate podcast editing orders through Barevalue.

Dev low

qune-tech/ocds-mcp

Various

MCP server for German public procurement data — semantic search and tender matching for Claude, GPT, Cursor, and LM Studio

★ 3 updated 2mo ago
open-source

Best for: Developers building AI assistants that need to search or match German public tenders

Dev low

r-huijts/firstcycling-mcp

Various

This is a Model Context Protocol (MCP) server that provides professional cycling data from FirstCycling. It allows you to retrieve information about professional cyclists, race res

★ 18 updated 9mo ago
open-source

Best for: Developers building cycling-related data applications or AI tools

Dev low

r-huijts/ethics-check-mcp

Various

🐍 🏠 - MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learn

★ 4 updated 1y ago
open-source

Best for: Developers building safer AI systems who need an automated, integrable tool for ongoing ethical monitoring.

Dev low

r-huijts/ns-mcp-server

Various

A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI. This server enables Claude to fetch real-time train travel i

★ 54 updated 9mo ago
open-source

Best for: Developers and travelers in the Netherlands who want real-time rail info accessible through Claude chat.

Dev low

r-huijts/oorlogsbronnen-mcp

Various

MCP server for accessing Dutch World War II archives through the Oorlogsbronnen API. Provides structured access to historical records, photographs, and documents from 1940-1945 Net

★ 15 updated 1y ago
open-source

Best for: Developers building tools for WWII history research focused on the Netherlands

Dev low

r-huijts/opentk-mcp

Various

A Model Context Protocol (MCP) server providing access to Dutch parliamentary data (Tweede Kamer) through OpenTK . This server enables AI assistants to search, retrieve, and analyz

★ 20 updated 7mo ago
open-source

Best for: Developers building AI assistants that require direct access to Dutch parliamentary records

Dev low

r-huijts/rijksmuseum-mcp

Various

Rijksmuseum MCP integration for artwork exploration and analysis

★ 68 updated 1y ago
open-source

Best for: Developers building art-oriented chat tools or data pipelines using the Rijksmuseum API

Dev low

r-huijts/strava-mcp

Various

A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs

★ 427 updated 2mo ago
open-source

Best for: Developers building AI assistants or tools that need to query and analyze Strava activity data through natural language.

Dev low

r33drichards/mcp-js

Various

MCP server that exposes a V8 JavaScript runtime as a tool for AI agents like Claude and Cursor. Supports persistent heap snapshots via S3 or local filesystem, and is ready for inte

★ 43 updated 12d ago
open-source

Best for: Developers building AI agents that need to execute and persist JavaScript state

Dev low

r-huijts/xcode-mcp-server

Various

MCP Server implementation for Xcode integration

★ 377 updated 4mo ago
open-source

Best for: iOS/macOS developers who want to automate Xcode workflows via AI assistants

Dev low

raalarcon9705/jira-mcp

Various

Open source MCP server for Jira & Atlassian — manage issues, sprints & Confluence via Claude, Cursor, or any MCP client. No install, just npx.

★ 4 updated 15d ago
open-source

Best for: Developers who want a lightweight, code-driven bridge between AI tools and Atlassian products

Dev low

rad-security/mcp-server

Various

Rad Security MCP Server

★ 6 updated 1mo ago
open-source

Best for: Developers building AI agents that need to interact with Rad Security's security platform

Dev low

radareorg/r2mcp

Various

MCP stdio server for radare2

★ 243 updated 12d ago
open-source

Best for: Security researchers and reverse engineers who want to augment their workflow with LLM-driven binary analysis

Dev low

rae-api-com/rae-mcp

Various

MPC Server to connect your preferred model with rae-api.com

★ 5 updated 9mo ago
open-source

Best for: Developers who need to connect their AI models to rae-api.com via the MCP protocol

Dev low

rafapra3008/cervellaswarm

Various

Lingua Universale -- a verification language for AI agent protocols. Like mypy for multi-agent communication. 3696 tests, zero deps.

★ 8 updated 17d ago
open-source

Best for: Developers constructing custom multi-agent systems that need strict protocol verification

Dev low

rafsilva85/credit-optimizer-v5

Various

Save 47% on Manus AI credits automatically. Zero downsides. Pays for itself in ~27 prompts. Free MCP Server (PyPI) + $12 Manus Skill bundle with Fast Navigation (115x speed boost).

★ 38 updated 19d ago
open-source

Best for: Developers who frequently use Manus AI and want to reduce operational costs

Dev low

ragieai/mcp-server

Various

Ragie Model Context Protocol Server

★ 86 updated 4mo ago
open-source

Best for: Developers building MCP-compatible AI agents that need RAG context from Ragie knowledge bases

Dev low

Rai220/think-mcp

Various

MCP Server for reasoning

★ 102 updated 3mo ago
open-source

Best for: Developers building MCP-based AI agents needing a simple reasoning module

Dev low

raohwork/forgejo-mcp

Various

A MCP server that enables you to manage Gitea/Forgejo repositories through AI assistants

★ 56 updated 7mo ago
open-source

Best for: Developers using Gitea or Forgejo who want AI assistant integration

Dev low

rascal-3/chainanalyzer-mcp

Various

MCP Server for ChainAnalyzer(https://chain-analyzer.com)

★ 0 updated 27d ago
open-source

Best for: Developers who need to connect AI assistants or agents to blockchain analytics via the MCP protocol

Dev low

rashidazarang/airtable-mcp

Various

Airtable integration for AI-powered applications via Anthropic's Model Context Protocol (MCP)

★ 84 updated 3mo ago
open-source

Best for: Developers building AI assistants that need direct, conversational access to Airtable data

Dev low

Ratnaditya-J/csvglow

Various

Generate beautiful interactive HTML dashboards from CSV/Excel files

★ 7 updated 2mo ago
open-source

Best for: Developers who need a quick, no-code way to turn spreadsheet data into interactive HTML dashboards

Dev low

raveenb/fal-mcp-server

Various

MCP server for Fal.ai - Generate images, videos, music and audio with Claude

★ 48 updated 1mo ago
open-source

Best for: Developers wanting to generate media assets through conversational AI using Fal.ai and Claude

Dev low

raychao-oao/pty-mcp

Various

MCP server for interactive terminal sessions — local shells, SSH, serial ports, and persistent remote sessions

★ 8 updated 22d ago
open-source

Best for: Developers who need to add interactive terminal access to MCP-based workflows and tools

Dev low

raye-deng/open-code-review

Various

🤖 AI code quality gate for AI-generated code. Detects hallucinated packages, phantom dependencies, stale APIs, and more. MCP Server + CLI + CI/CD Action.

★ 24 updated 1mo ago
open-source

Best for: Developers reviewing AI-generated code for dependency and API hallucinations

Dev low

razz-games/razz-mcp

Various

Agent MCP for razz.games

★ 0 updated 2mo ago
open-source

Best for: Developers building AI agents that need to act on razz.games data or services

Dev low

rchanllc/joltsms-mcp-server

Various

MCP server for JoltSMS — provision real-SIM US phone numbers and receive SMS/OTP codes

★ 0 updated 3mo ago
open-source

Best for: Developers building AI agents that need to verify phone numbers or collect OTP codes via real US SIMs

Dev low

rdanieli/tentra-mcp

Various

Tentra MCP — memory for AI coding agents. Persistent code graph + AI architecture diagrams. 32 MCP tools. Works in Cursor, Claude Code, Codex, Windsurf.

★ 1 updated 1mo ago
open-source

Best for: Developers using AI coding agents who need persistent project memory across sessions

Dev low

reading-plus-ai/mcp-server-data-exploration

Various

🐍 ☁️ - Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.

★ 539 updated 1y ago
open-source

Best for: Data analysts and developers seeking quick automated CSV analysis via MCP

Dev low

reading-plus-ai/mcp-server-deep-research

Various

📇 ☁️ - MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.

★ 209 updated 1y ago
open-source

Best for: Developers building research assistants or knowledge agents

Dev low

realcrabcut/crabcut-mcp-server

Various

CrabCut MCP Server

★ 1 updated 3mo ago
open-source

Best for: Developers building MCP-based tools who need simple, algorithm-driven image segmentation

Dev low

realwigu/mcp-doctor

Various

Diagnose, secure, and benchmark your MCP servers. Zero-config CLI for Claude Code, Cursor, VS Code, and Windsurf.

★ 1 updated 3mo ago
open-source

Best for: Developers using MCP servers who need a quick, all-in-one diagnostic and security check without configuration overhead

Dev low

ReAPI-com/mcp-openapi

Various

OpenAPI specification MCP server.

★ 87 updated 1y ago
open-source

Best for: Developers building AI agents or tools that need to consume OpenAPI documentation via the Model Context Protocol

Dev low

recursechat/mcp-server-apple-shortcuts

Various

📇 🏠 🍎 - An MCP Server Integration with Apple Shortcuts

★ 331 updated 1y ago
open-source

Best for: Developers building AI automation workflows on Apple devices

Dev low

redis/mcp-redis-cloud

Various

📇 ☁️ - Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.

★ 39 updated 1y ago
open-source

Best for: Developers who manage multiple Redis Cloud instances and want to streamline operations through conversational interfaces.

Dev low

redleaves/context-keeper

Various

🧠 LLM-Driven Intelligent Memory & Context Management System (AI记忆管理与智能上下文感知平台) AI记忆管理平台 | 智能上下文感知 | RAG检索增强生成 | 向量检索引擎

★ 148 updated 5mo ago
open-source

Best for: Developers building Go-based AI applications that require persistent memory and context management

Dev low

reeeeemo/ancestry-mcp

Various

Ancestry MCP server made with Python that allows interactability with .ged (GEDCOM) files

★ 34 updated 5mo ago
open-source

Best for: Developers building MCP-based applications that need to read or manipulate GEDCOM family tree data

Dev low

refined-element/lightning-enable-mcp

Various

MCP server enabling AI agents to make Lightning Network payments

★ 8 updated 1mo ago
open-source

Best for: Developers integrating Lightning Network payments into agentic AI workflows

Dev low

Regenerating-World/pix-mcp

Various

📇 ☁️ - Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments.

★ 2 updated 9mo ago
open-source

Best for: Developers creating AI agents that need to generate Pix payments for Brazilian users

Dev low

religa/multi-mcp

Various

Multi-Model chat, code review and analysis MCP Server for Claude Code

★ 30 updated 16d ago
open-source

Best for: Developers using Claude Code who want to experiment with multiple AI models for code review and analysis

Dev low

rember/rember-mcp

Various

A Model Context Protocol (MCP) server for Rember.

★ 62 updated 1y ago
open-source

Best for: Developers building AI assistants that need a persistent, queryable memory layer backed by Rember

Dev low

remembra-ai/remembra

Various

Universal memory layer for AI applications. Self-host in minutes. Open source.

★ 13 updated 1mo ago
open-source

Best for: Developers who want a simple, self-hosted memory solution for AI applications

Dev low

ReplenishRadar/MCP

Various

MCP server for multi-channel inventory intelligence — 28 tools for stockout risk, demand forecasts, and purchase order management across Shopify and Amazon

★ 0 updated 3mo ago
open-source

Best for: Developers building AI-driven inventory management workflows for Shopify and Amazon

Dev low

Retio-ai/pagemap

Various

🐍 🏠 - Compresses ~100K-token HTML into 2-5K-token structured maps while preserving every actionable element. AI agents can read and interact with any web page at 97% fewer tokens

★ 32 updated 23d ago
open-source

Best for: Developers building cost-sensitive AI agents that need to parse and act on web page content

Dev low

rev2ret/SecureAudit-MCP

Various

rev2ret/SecureAudit-MCP — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 19d ago
open-source

Best for: Developers building AI agents that need basic automated security auditing

Dev low

reza-gholizade/k8s-mcp-server

Various

Manage Your Kubernetes Cluster with k8s mcp-server

★ 160 updated 12d ago
open-source

Best for: Developers who want to manage Kubernetes clusters from chat interfaces or MCP-enabled IDEs.

Dev low

ricocf/mcp-wolframalpha

Various

A Python-powered Model Context Protocol MCP server and client that uses Wolfram Alpha via API.

★ 83 updated 5mo ago
open-source

Best for: Developers building MCP-compatible AI agents that need factual computation or curated knowledge

Dev low

rhein1/agoragentic-integrations

Various

Triptych OS (Agent OS) integrations for deployed agents: execute-first tools, Micro ECF exports, x402 calls, receipts, and Base USDC settlement.

★ 18 updated 12d ago
open-source

Best for: Developers building agents on Triptych OS needing Base USDC settlement and x402 call support

Dev low

rikarazome/prolog-reasoner

Various

SWI-Prolog as a logic calculator for LLMs — MCP server and Python library

★ 8 updated 1mo ago
open-source

Best for: Developers building LLM agents that need reliable, rule-based logical inference

Dev low

rinadelph/Agent-MCP

Various

Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for

★ 1,244 updated 2mo ago
open-source

Best for: Developers building multi-agent AI systems who want a TypeScript-native, MCP-based coordination framework

Dev low

RipperMercs/tensorfeed

Various

RipperMercs/tensorfeed — indexed from awesome-mcp-servers-punkpeye

★ 1 updated 12d ago
open-source

Best for: Developers exploring TensorFeed integration via MCP who need a minimal starting point

Dev low

rishijatia/fantasy-pl-mcp

Various

Fantasy Premier League MCP Server

★ 70 updated 10mo ago
open-source

Best for: Developers building AI agents or tools that need live Fantasy Premier League data.

Dev low

rkocosmergon/cosmergon-agent

Various

rkocosmergon/cosmergon-agent — indexed from awesome-mcp-servers-punkpeye

★ 1 updated 20d ago
open-source

Best for: Developers exploring MCP server implementations in Python for learning or prototyping

Dev low

roadwy/cve-search_mcp

Various

A Model Context Protocol (MCP) server for querying the CVE-Search API

★ 100 updated 10mo ago
open-source

Best for: Developers building security-aware AI assistants or automated vulnerability scanning tools

Dev low

roampal-ai/roampal-core

Various

Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.

★ 46 updated 1mo ago
open-source

Best for: Developers using Claude Code or OpenCode who want a self-improving memory layer that learns from outcomes

Dev low

roamzy-io/mcp-server

Various

MCP server for Roamzy — buy and manage global eSIM through Claude, Cursor, Continue, and any MCP client

★ 1 updated 12d ago
open-source

Best for: Developers building automated connectivity solutions for IoT or travel use cases

Dev low

robbyczgw-cla/web-search-plus-mcp

Various

MCP server for multi-provider web search and extraction: 13 search providers, 6 extract providers, routing diagnostics, research mode.

★ 0 updated 15d ago
open-source

Best for: Developers building multi-provider search and extraction pipelines who want a single MCP interface.

Dev low

robhunter/agentdeals

Various

MCP server aggregating free tiers, startup credits & developer tool deals. 4 tools, 54 categories, 1,525+ offers.

★ 7 updated 12d ago
open-source

Best for: Developers seeking cost-saving deals and free resources for building and launching projects.

Dev low

RobSpectre/mvf1

Various

A Python package and command line interface to control video players for MultiViewer For F1, the best way to watch Formula 1.

★ 18 updated 11mo ago
open-source

Best for: Developers and F1 fans who want to script or automate video playback in MultiViewer For F1.

Dev low

rocketride-org/rocketride-server

Various

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent

★ 3,737 updated 12d ago
open-source

Best for: Developers building complex, multi-provider LLM pipelines who need high performance and IDE integration.

Dev low

rogertheunissenmerge-oss/mcp-server

Various

Wine pairing MCP server for AI assistants — Claude, Cursor, Windsurf. Powered by SommelierX Wine DNA algorithm. Supports API key and x402 (USDC on Base) payment.

★ 0 updated 1mo ago
open-source

Best for: Developers integrating wine pairing functionality into AI assistants or experimenting with x402 payments

Dev low

rohitg00/kubectl-mcp-server

Various

Published in CNCF Landscape: A MCP server for Kubernetes.

★ 902 updated 2mo ago
open-source

Best for: Developers and platform engineers wanting to integrate natural language interfaces with Kubernetes operations

Dev low

RohanMuppa/brightspace-mcp-server

Various

MCP server for Brightspace (D2L). Check grades, due dates, assignments, announcements, rosters, syllabus & course content via Claude, ChatGPT, Cursor, Windsurf, or any MCP client.

★ 20 updated 1mo ago
open-source

Best for: Students and instructors using Brightspace who want to interact with LMS data through AI chat interfaces

Dev low

RomThpt/xrpl-mcp-server

Various

📇 ☁️ - MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, a

★ 11 updated 22d ago
open-source

Best for: Developers building AI agents that need to interact with the XRP Ledger

Dev low

ronantakizawa/a11ymcp

Various

MCP Server for Web Accessibility Testing (6k+ Downloads, #20 on ProductHunt)

★ 86 updated 3mo ago
open-source

Best for: Developers using MCP-based environments who need automated accessibility testing in their workflow.

Dev low

roomi-fields/notebooklm-mcp

Various

Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude Code, Codex, Cursor, n8n, Zapier, Make.

★ 86 updated 17d ago
open-source

Best for: Developers building custom workflows that need citation-based answers and content generation from NotebookLM.

Dev low

Rootly-AI-Labs/Rootly-MCP-server

Various

Rootly MCP server

★ 42 updated 12d ago
open-source

Best for: Developers building AI assistants that need to manage Rootly incidents

Dev low

rossshannon/Weekly-Weather-mcp

Various

Weather MCP server which returns 7 days of detailed weather forecasts anywhere in the world

★ 8 updated 4mo ago
open-source

Best for: Developers building MCP-based tools that need to supply weather forecasts to language models

Dev low

roychri/mcp-server-asana

Various

📇 ☁️ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.

★ 139 updated 1mo ago
open-source

Best for: Developers who want to manage Asana tasks and projects through conversational AI interfaces

Dev low

rplryan/x402-discovery-mcp

Various

MCP server for x402 Service Discovery — continuously growing catalog of services, real-time quality signals, facilitator-compat checks. For Claude, Cursor, Windsurf.

★ 2 updated 3mo ago
open-source

Best for: Developers building on the x402 protocol who need a lightweight MCP service discovery layer

Dev low

rps321321/obsidian-mcp-pro

Various

The most feature-complete MCP server for Obsidian vaults — 23 tools + 3 resources for search, read, write, tags, link analysis, graph traversal, and canvas. Also ships as an Obsidi

★ 16 updated 26d ago
open-source

Best for: Developers building automated workflows for personal knowledge management in Obsidian

Dev low

rrmistry/tilt-mcp

Various

MCP server for Tilt - enables LLMs to interact with your Tilt dev environment for building, deploying, and debugging Kubernetes workloads

★ 5 updated 3mo ago
open-source

Best for: Developers already using Tilt who want to experiment with LLM-driven Kubernetes development

Dev low

rsdouglas/janee

Various

Secrets management for AI agents via MCP • @janeesecure

★ 28 updated 2mo ago
open-source

Best for: Developers building MCP-compatible AI agents who need a straightforward way to handle secrets.

Dev low

rubenayla/partle-mcp

Various

Partle Marketplace MCP Server — search products and stores in nearby physical stores

★ 0 updated 30d ago
open-source

Best for: Developers building location-aware shopping assistants or local product search tools

Dev low

rudraneel93/mcp-guardian

Various

Security, cost, and health governance proxy for MCP infrastructure — YAML policy engine, OAuth 2.1/OIDC, web dashboard, mTLS, semantic shell analysis, STRIDE threat model

★ 2 updated 12d ago
open-source

Best for: Developers building or running MCP infrastructure who need a governance layer for security, cost, and health

Dev low

runekaagaard/mcp-alchemy

Various

A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL.

★ 405 updated 10mo ago
open-source

Best for: Developers needing to integrate LLMs with existing relational databases in a standardized way

Dev low

runyourempire/4DA

Various

Privacy-first developer intelligence — surfaces what matters from the noise

★ 0 updated 12d ago
open-source

Best for: Developers seeking a privacy-conscious intelligence layer to reduce noise in their workflows.

Dev low

rupinder2/mcp-orchestrator

Various

MCP Orchestration Gateway – aggregates tools from multiple MCP servers with BM25 search and deferred loading for Claude Desktop

★ 2 updated 3mo ago
open-source

Best for: Developers using Claude Desktop who need to aggregate and search across multiple MCP servers

Dev low

rushikeshmore/CodeCortex

Various

Persistent codebase knowledge layer for AI agents. Pre-builds architecture, dependency, coupling, and risk knowledge served via MCP. 27 languages, 13 tools.

★ 5 updated 1mo ago
open-source

Best for: Developers using AI agents to navigate and understand large, multi-language codebases.

Dev low

rusiaaman/wcgw

Various

Shell and coding agent on mcp clients

★ 660 updated 1mo ago
open-source

Best for: Developers using MCP clients who need a lightweight shell and coding agent

Dev low

rust-works/omni-dev

Various

AI-powered git commit rewriter, PR generator, and MCP server for Jira, Confluence, and Datadog. Single Rust binary.

★ 6 updated 12d ago
open-source

Best for: Developers who want a lightweight, all-in-one CLI for commit rewriting and PR generation with Atlassian and Datadog integration

Dev low

ryan0204/github-repo-mcp

Various

Model Context Protocol server for Github Repo // Reading Github Repo

★ 27 updated 1y ago
open-source

Best for: Developers who want to give AI agents real-time read access to GitHub repositories

Dev low

s2-streamstore/s2-sdk-typescript

Various

TypeScript SDK for S2, the durable streams API

★ 30 updated 15d ago
open-source

Best for: Developers already using or evaluating S2 durable streams who need a TypeScript client

Dev low

s-b-e-n-s-o-n/portkey-admin-mcp

Various

Full Portkey Admin API MCP server

★ 4 updated 22d ago
open-source

Best for: Developers who use Portkey and want to manage its admin features via an MCP-compatible assistant.

Dev low

s60yucca/mnemos

Various

s60yucca/mnemos — indexed from awesome-mcp-servers-punkpeye

★ 9 updated 25d ago
open-source

Best for: Developers experimenting with persistent memory for MCP-based AI agents

Dev low

sachitrafa/YourMemory

Various

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

★ 232 updated 14d ago
open-source

Best for: Developers building AI agents with persistent, time-decaying memory

Dev low

safedep/vet

Various

Protect against malicious open source packages 🤖

★ 1,059 updated 12d ago
open-source

Best for: Teams that want a lightweight, targeted check for malicious open source packages in their Go projects or CI pipelines.

Dev low

saikiyusuke/registep-mcp

Various

Registep MCP Server - AI-powered POS & sales analytics for Claude Code, Cursor, and other MCP clients

★ 0 updated 3mo ago
open-source

Best for: Developers building AI-assisted sales analytics tools with MCP clients

Dev low

sailorpepe/undesirables-mcp-server

Various

Zero-trust Python FastMCP intelligence core for The Undesirables Ecosystem. Enables 100% local, offline AI agent tool-calling, native TTS, hardware-accelerated 3D forging, and stoc

★ 0 updated 17d ago
open-source

Best for: Developers building private, offline AI agent systems that need multimedia and market simulation capabilities

Dev low

SaintDoresh/Weather-MCP-ClaudeDesktop

Various

An MCP (Model Context Protocol) tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API, specifically designed for Cla

★ 9 updated 1y ago
open-source

Best for: Developers who want to add weather queries directly inside Claude Desktop conversations

Dev low

SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop

Various

An MCP (Model Context Protocol) tool that provides cryptocurrency market data using the CoinGecko API, specifically designed for Claude Desktop.

★ 19 updated 1y ago
open-source

Best for: Developers who want to query crypto prices conversationally inside Claude Desktop

Dev low

SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop

Various

An MCP (Model Context Protocol) tool that provides stock market data and trading capabilities using the yfinance library, specifically adapted for Claude Desktop.

★ 33 updated 10mo ago
open-source

Best for: Claude Desktop users who need quick access to stock market data for analysis and research.

Dev low

Salen-Project/ticktick-mcp

Various

Turn Claude into your AI task manager. Create, manage & complete TickTick tasks just by talking — official OAuth API, local, private.

★ 2 updated 2mo ago
open-source

Best for: Developers who want voice or text-based TickTick task management through Claude

Dev low

salwks/mcp-techTrend

Various

salwks/mcp-techTrend — indexed from awesome-mcp-servers-punkpeye

★ 1 updated 24d ago
open-source

Best for: Developers who want a simple MCP server to access technology trend data from a curated list.

Dev low

sammcj/mcp-package-version

Various

An MCP server that provides LLMs with the latest stable package versions when coding

★ 121 updated 4mo ago
open-source

Best for: Developers using LLM-based coding assistants who need reliable, current package version information inline.

Dev low

samrothschild23/intelligence-api

Various

samrothschild23/intelligence-api — indexed from awesome-mcp-servers-punkpeye

★ 1 updated 2mo ago
open-source

Best for: Developers experimenting with MCP-based intelligence retrieval in small-scale or proof-of-concept projects.

Dev low

samson-art/transcriptor-mcp

Various

An MCP server (stdio + HTTP/SSE) that fetches video transcripts/subtitles via yt-dlp, with pagination for large responses. Supports YouTube, Twitter/X, Instagram, TikTok, Twitch, V

★ 10 updated 12d ago
open-source

Best for: Developers building MCP-based workflows that need video transcript data from multiple platforms

Dev low

samuelgursky/davinci-resolve-mcp

Various

MCP server integration for DaVinci Resolve Studio

★ 1,159 updated 15d ago
open-source

Best for: Video editors and post-production teams who want to automate Resolve tasks via AI assistants

Dev low

samvas-codes/dawshund_mcp

Various

An MCP server to enumerate AWS IAM data, analyze effective permissions, and visualize access relationships across users, roles, and resources. Built for cloud security engineers wh

★ 0 updated 7mo ago
open-source

Best for: Cloud security engineers needing quick IAM risk insights

Dev low

sanyambassi/thales-cdsp-cakm-mcp-server

Various

MCP Server to manage encryption for Ms SQL and Oracle databases using Thales CAKM connector

★ 2 updated 9mo ago
open-source

Best for: Developers needing to manage Thales CAKM encryption for SQL Server or Oracle databases via MCP

Dev low

sanyambassi/ciphertrust-manager-mcp-server

Various

MCP Server for Thales CipherTrust Manager

★ 8 updated 9mo ago
open-source

Best for: Python developers building AI-driven security automation over Thales CipherTrust Manager

Dev low

sapientpants/sonarqube-mcp-server

Various

Model Context Protocol (MCP) server for SonarQube

★ 99 updated 7mo ago
open-source

Best for: Developers using AI coding assistants who need to incorporate SonarQube code quality data into their workflow

Dev low

sapph1re/findata-mcp

Various

FinData MCP — Financial data via Model Context Protocol. Live market prices, SEC filings, earnings, options flow, macro indicators.

★ 0 updated 1mo ago
open-source

Best for: Developers who want to give AI assistants direct access to financial data through the MCP protocol

Dev low

sapph1re/mcp-billing-gateway-sdk

Various

Client SDK and docs for MCP Billing Gateway — add Stripe + x402 billing to any MCP server

★ 0 updated 1mo ago
open-source

Best for: Developers building MCP servers who need to add billing and payment processing

Dev low

saranshbamania/mobile-device-mcp

Various

MCP server for AI-powered mobile device control — 26 tools for screenshots, UI inspection, touch interaction, and AI visual analysis. Supports Anthropic Claude & Google Gemini.

★ 1 updated 2mo ago
open-source

Best for: Developers building agent-driven mobile testing or automation workflows

Dev low

sarveshsea/m-moire

Various

Shadcn-native Design CI for Tailwind apps: export registries that work with shadcn, v0, AI editors, and npm.

★ 11 updated 17d ago
open-source

Best for: Developers using shadcn UI and Tailwind CSS who want design consistency through CI

Dev low

sascharo/gxtract

Various

GXtract MCP Server for VS Code, forks and other editors; provides tools for interacting with GroundX

★ 1 updated 1y ago
open-source

Best for: Developers who need to interact with GroundX directly from VS Code or compatible editors via MCP

Dev low

saseq/discord-mcp

Various

A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.

★ 336 updated 1mo ago
open-source

Best for: Developers building AI assistants that need to interact with Discord servers programmatically

Dev low

saurabhsharma2u/search-console-mcp

Various

Search & analytics data as infrastructure — MCP server for Google Search Console, Bing Webmaster Tools, and GA4, designed for AI agents and automation.

★ 147 updated 27d ago
open-source

Best for: Developers building AI agents or automation workflows that need direct access to search console and analytics data

Dev low

saurav61091/mcp-openapi

Various

Turn any OpenAPI 3.x spec into MCP tools for Claude — zero config, instant API access

★ 0 updated 2mo ago
open-source

Best for: Developers who need fast MCP tool generation from existing OpenAPI specs for use with Claude

Dev low

sawa-zen/vrchat-mcp

Various

This project is a Model Context Protocol (MCP) server for interacting with the VRChat API.

★ 58 updated 4mo ago
open-source

Best for: Developers building AI agents that integrate with VRChat's social features and user data

Dev low

sbroenne/mcp-server-excel

Various

Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API

★ 173 updated 16d ago
open-source

Best for: Windows developers who need to script or automate Excel through a standardized MCP server

Dev low

sbuysse/gnome-desktop-mcp

Various

GNOME desktop automation via MCP — screenshots, window management, and input injection for AI agents

★ 5 updated 1mo ago
open-source

Best for: Developers building AI agents that need to automate tasks within the GNOME desktop environment

Dev low

scamverifyai/scamverify-mcp

Various

ScamVerify™ MCP Server - AI-powered scam and threat verification for Claude Desktop, ChatGPT, Cursor, and other MCP clients. Verify phone numbers, URLs, text messages, emails, docu

★ 0 updated 2mo ago
open-source

Best for: Developers building MCP-based chat or assistant tools that need real-time scam detection on user-provided data.

Dev low

schemacrawler/SchemaCrawler-MCP-Server-Usage

Various

Find out how to use SchemaCrawler AI MCP Server

★ 25 updated 14d ago
open-source

Best for: Developers who want to query and document database schemas using AI assistants within MCP-compatible tools

Dev low

ScopeBlind/verify-mcp

Various

MCP server for offline verification of signed artifacts. Receipts, manifests, bundles. Apache-2.0.

★ 4 updated 2mo ago
open-source

Best for: Developers needing offline signature verification in secure or disconnected environments

Dev low

scrapeless-ai/scrapeless-mcp-server

Various

Scrapeless Mcp Server

★ 161 updated 8mo ago
open-source

Best for: Developers building AI agents or assistants that need to fetch and process live web data

Dev low

scraperapi/scraperapi-mcp

Various

This MCP server enables LLMs to retrieve and process web scraping requests using ScraperAPI.

★ 4 updated 2mo ago
open-source

Best for: Developers building AI agents that need reliable web scraping without manually handling anti-bot measures

Dev low

scrapercity/scrapercity-cli

Various

ScraperCity CLI & MCP Server - B2B lead generation for AI agents. 20+ scrapers accessible via CLI, MCP, or direct API.

★ 0 updated 3mo ago
open-source

Best for: Developers building AI agents or automation scripts for B2B lead generation

Dev low

SDGLBL/mcp-claude-code

Various

MCP implementation of Claude Code capabilities and more

★ 301 updated 9mo ago
open-source

Best for: Developers who want to embed Claude Code capabilities into custom MCP-powered tools or workflows

Dev low

Sealjay/mcp-hey

Various

MCP server for Hey.com: read, send, search, and organise email from Claude or any MCP client. Runs locally, stores no credentials, respects rate limits.

★ 1 updated 1mo ago
open-source

Best for: Developers using Hey.com who want to integrate email into AI workflows via MCP

Dev low

seang1121/sports-betting-mcp

Various

The first MCP server for sports betting — 9 tools, live odds, AI picks, 59.6% win rate across 1,353+ picks

★ 1 updated 2mo ago
open-source

Best for: Developers building MCP-integrated sports betting applications or bots.

Dev low

SearchAtlas

Various

SearchAtlas — indexed from awesome-mcp-servers-punkpeye

★ 1 updated 1mo ago
open-source

Best for: Developers exploring MCP-based search integrations or building early prototypes

Dev low

searchcraft-inc/searchcraft-mcp-server

Various

An MCP Server powered by Searchcraft – the developer-first vertical search engine.

★ 7 updated 4mo ago
open-source

Best for: Developers building AI agents that need targeted, domain-specific search capabilities via MCP

Dev low

SecretiveShell/MCP-searxng

Various

MCP server for connecting agentic systems to search systems via searXNG

★ 118 updated 15d ago
open-source

Best for: Developers building autonomous agents or tools that need web search without relying on proprietary APIs

Dev low

SecretiveShell/MCP-timeserver

Various

A simple MCP server that exposes datetime information to agentic systems and chat REPLs

★ 41 updated 1y ago
open-source

Best for: Developers building agentic systems that need reliable current time and date data

Dev low

SecretiveShell/MCP-wolfram-alpha

Various

Connect your chat repl to wolfram alpha computational intelligence

★ 75 updated 9mo ago
open-source

Best for: Developers building LLM agents or chatbots that need authoritative computational answers

Dev low

securecoders/opengraph-io-mcp

Various

Opengraph.io MCP tool

★ 1 updated 24d ago
open-source

Best for: Developers who need quick Open Graph data extraction via MCP and already use or can sign up for Opengraph.io

Dev low

SecurityRonin/alaya

Various

A memory engine for conversational AI agents, inspired by neuroscience and Buddhist psychology

★ 12 updated 1mo ago
open-source

Best for: Developers building conversational agents that need sustained context over extended interactions

Dev low

securityfortech/secops-mcp

Various

All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug b

★ 196 updated 8mo ago
open-source

Best for: Security researchers and penetration testers who want to leverage AI agents for automated security testing and tool orchestration

Dev low

SecurityRonin/docx-mcp

Various

MCP server for reading and editing Word (.docx) documents with track changes, comments, footnotes, and structural validation

★ 19 updated 16d ago
open-source

Best for: Developers building AI-assisted document editing pipelines

Dev low

seekrays/mcp-monitor

Various

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible

★ 83 updated 10mo ago
open-source

Best for: Developers building MCP-based agents that need live system-level observability

Dev low

SegfaultSorcerer/heap-seance

Various

MCP server that channels JVM forensics into structured leak verdicts — for Claude Code.

★ 3 updated 3mo ago
open-source

Best for: Java developers using Claude Code who need automated heap dump analysis

Dev low

SelfPy/science-ai-mcp-server

Various

MCP server for Science AI Journal — Pre-Check, AI Review, Research Gaps, Journal Recommender, Duplicate Publication Checker, Article Writer. Use them inside Claude Desktop, Cursor,

★ 0 updated 26d ago
open-source

Best for: Researchers and developers who want AI-assisted manuscript workflows within MCP-compatible tools.

Dev low

selvage-lab/selvage

Various

🐍 🏠 - LLM-based code review MCP server with AST-powered smart context extraction. Supports Claude, GPT, Gemini, and 20+ models via OpenRouter.

★ 33 updated 3mo ago
open-source

Best for: Developers seeking an open-source, model-agnostic code review assistant

Dev low

semgrep/mcp

Various

A MCP server for using Semgrep to scan code for security vulnerabilities.

★ 668 updated 7mo ago
open-source

Best for: Developers who want to add automated security scanning to their AI-assisted coding workflows

Dev low

sentien-labs/verdictswarm-mcp

Various

Fight AI with AI. The security layer for AI agents that touch money — 6 adversarial AI agents debate crypto token risk. MCP server for Claude, Cursor, OpenClaw, Codex.

★ 0 updated 2mo ago
open-source

Best for: Developers building AI agents that autonomously interact with crypto tokens and need a debated security check.

Dev low

sergehuber/inoyu-mcp-unomi-server

Various

An implementation of Anthropic's Model Context Protocol for the Apache Unomi CDP

★ 8 updated 9mo ago
open-source

Best for: Developers already using Apache Unomi who want to connect it to MCP-compatible AI assistants or agents.

Dev low

serkan-ozal/browser-devtools-mcp

Various

📇 - An MCP Server enables AI assistants to autonomously test, debug, and validate web applications.

open-source

Best for: Developers building AI-augmented debugging, testing, or QA automation tools

Dev low

sequa-ai/sequa-mcp

Various

📇 ☁️ 🐧 🍎 🪟 - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.

★ 20 updated 6mo ago
open-source

Best for: Developers who want their AI coding assistants to automatically understand the full codebase and docs.

Dev low

serkan-ozal/driflyte-mcp-server

Various

The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.

★ 10 updated 8mo ago
open-source

Best for: Developers building AI assistants that need topic-specific knowledge from recursively crawled web pages

Dev low

serpapi/serpapi-mcp

Various

SerpApi MCP Server for Google and other search engine results

★ 141 updated 1mo ago
open-source

Best for: Developers building AI agents that need live search capabilities

Dev low

sevalla-hosting/mcp

Various

Official remote MCP server for the Sevalla public API.

★ 6 updated 15d ago
open-source

Best for: Developers using Sevalla who want to automate hosting tasks through MCP-compatible tools

Dev low

Seym0n/tiktok-mcp

Various

Model Context Protocol (MCP) with TikTok integration

★ 159 updated 3mo ago
open-source

Best for: Developers building MCP-based AI agents that need to read TikTok data

Dev low

sF1nX/x402station

Various

MCP adapter (x402station-mcp on npm) + AgentKit action provider + consumer-side demo agent for x402station — pre-flight oracle for x402 endpoints. Backend (signal logic, ingest pip

★ 0 updated 1mo ago
open-source

Best for: Developers building MCP-compatible agents or AgentKit actions that need to validate x402 endpoints before use.

Dev low

sgx-labs/statelessagent

Various

Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.

★ 19 updated 2mo ago
open-source

Best for: Developers seeking a simple, self-hosted memory solution for AI agents without cloud dependencies

Dev low

sh-patterson/fec-mcp-server

Various

MCP server for querying FEC campaign finance data - search candidates, track donations, analyze spending, and monitor Super PAC activity

★ 0 updated 23d ago
open-source

Best for: Developers building MCP-integrated tools that need programmatic access to U.S. campaign finance data

Dev low

sh-patterson/legiscan-mcp

Various

MCP server for the LegiScan API. Access legislative data from all 50 US states and Congress - search bills, get full text, track votes, look up legislators, and monitor legislation

★ 3 updated 23d ago
open-source

Best for: Developers building AI assistants that need to query US legislative data

Dev low

sh6drack/zen-mcp

Various

The first MCP server for Zen Browser. 20 tools. No Selenium, no Playwright, just WebSocket.

★ 8 updated 28d ago
open-source

Best for: Developers building MCP-integrated browser automation for Zen Browser

Dev low

shadcn/studio MCP

Various

Integrate shadcn/studio MCP Server directly into your favorite IDE and craft stunning shadcn/ui Components, Blocks and Pages inspired by shadcn/studio.

open-source

Best for: Developers who use shadcn/ui and want to rapidly prototype pages and components from inside their IDE

Dev low

shahabazdev/inxmail-mcp

Various

MCP server for the Inxmail Commerce transactional API — events, sendings, bounces, blocklist, blacklist, reactions, and delivery tracking from Claude.

★ 2 updated 2mo ago
open-source

Best for: Developers using Inxmail Commerce who want to interact with transactional email data through Claude

Dev low

shareseer/shareseer-mcp-server

Various

ShareSeer MCP Server - Access SEC filings and insider transactions via Claude

★ 8 updated 11mo ago
open-source

Best for: Developers building Claude-powered financial analysis tools

Dev low

shaikhspeare/wanderlog-mcp

Various

MCP server for Wanderlog — build and edit trip itineraries through conversation

★ 33 updated 26d ago
open-source

Best for: Developers building conversational travel planning assistants

Dev low

sharozdawa/ai-visibility

Various

Track your brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Open source alternative to Otterly/AthenaHQ.

★ 6 updated 2mo ago
open-source

Best for: Developers seeking a no-cost way to audit their brand's AI chatbot presence

Dev low

shashankss1205/codegraphcontext

Various

An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.

★ 3,549 updated 12d ago
open-source

Best for: Developers who want to give LLM assistants a structured map of their codebase

Dev low

shdomi8599/vibie-mcp

Various

shdomi8599/vibie-mcp — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 14d ago
open-source

Best for: Developers exploring the Model Context Protocol who want a minimal TypeScript starting point

Dev low

sheawinkler/ContextLattice

Various

ContextLattice is the local-first control plane for long-horizon agent memory and coordination.

★ 109 updated 12d ago
open-source

Best for: Developers building long-running autonomous agents that need persistent local memory and coordination

Dev low

shellsage-ai/mcp-server-boilerplate

Various

Production-ready MCP server templates in TypeScript and Python. Quickstart boilerplate for building Model Context Protocol servers.

★ 1 updated 3mo ago
open-source

Best for: Developers who want a quick, template-based start for building MCP servers in TypeScript or Python.

Dev low

shensi8312/blogburst-mcp-server

Various

Official MCP server for BlogBurst — AI content generation, repurposing, and multi-platform publishing

★ 4 updated 2mo ago
open-source

Best for: Developers who want to automate content creation and publishing through MCP-compatible assistants

Dev low

shibley/apistatuscheck-mcp-server

Various

MCP server for checking real-time API and cloud service status

★ 0 updated 3mo ago
open-source

Best for: Developers who need a lightweight, MCP-based status checker for APIs and cloud services

Dev low

shinpr/mcp-local-rag

Various

Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.

★ 290 updated 21d ago
open-source

Best for: Developers who need private, local search over code and docs without external dependencies.

Dev low

ShinyDapps/l402-kit

Various

The simplest way to charge for your API in Bitcoin sats. 3 lines of code. TypeScript + Python. Lightning Network L402 protocol.

★ 2 updated 16d ago
open-source

Best for: Developers who want to quickly prototype Bitcoin-based API monetization without deep Lightning Network expertise

Dev low

ShipItAndPray/mcp-compress

Various

First MCP server for data compression. 60x compression on docs, 30x on SQL, 20x on logs. Zero dependencies. Lossless. Auto-picks best algorithm. 7 tools for any AI agent.

★ 0 updated 2mo ago
open-source

Best for: Developers needing lossless compression for AI agent workflows via MCP

Dev low

ShipItAndPray/mcp-market-data

Various

First MCP server for live market data. Gives AI agents real-time crypto prices, candles, order books, technical analysis, and sentiment. Zero API keys. Zero dependencies.

★ 0 updated 2mo ago
open-source

Best for: Developers building AI agents or applications that need real-time crypto market data without managing API keys or heavy dependencies.

Dev low

ShipItAndPray/mcp-turboquant

Various

MCP server for LLM quantization. Compress any model to GGUF/GPTQ/AWQ in one tool call. First MCP server for model compression.

★ 3 updated 2mo ago
open-source

Best for: Developers experimenting with LLM compression in MCP-driven pipelines

Dev low

shipstatic/mcp

Various

MCP server for instant static site deploys from AI agents — free, no account needed

★ 2 updated 29d ago
open-source

Best for: Developers building AI agents that need frictionless static site hosting

Dev low

shopsavvy/shopsavvy-mcp-server

Various

Model Context Protocol (MCP) server for ShopSavvy Data API - provides product lookup, pricing, and historical data tools for AI assistants.

★ 7 updated 2mo ago
open-source

Best for: Developers building AI assistants that need product pricing and historical data

Dev low

Shopify/dev-mcp

Various

📇 ☁️ - Model Context Protocol (MCP) server that interacts with Shopify Dev.

open-source

Best for: Shopify developers who want to integrate AI assistants into their store management and development workflows

Dev low

shuji-bonji/xcomet-mcp-server

Various

Translation quality evaluation MCP Server powered by xCOMET (eXplainable COMET).

★ 1 updated 1mo ago
open-source

Best for: Developers building translation evaluation tools or AI agents that need automated quality scoring

Dev low

shunshi-ai/bazi-reader-mcp

Various

Give your AI agent the ability to read Chinese Bazi (八字) charts — an open-source MCP server 🔮

★ 4 updated 13d ago
open-source

Best for: Developers prototyping AI agents that need to incorporate traditional Chinese Bazi readings

Dev low

shyshlakov/pci-dss-mcp

Various

Narrow-and-deep PCI DSS v4.0.1 compliance scanner for Go payment services, delivered as an MCP server

★ 1 updated 23d ago
open-source

Best for: Go developers building or maintaining PCI DSS compliant payment services

Dev low

sidclawhq/platform

Various

The approval and accountability layer for agentic AI. Identity → Policy → Approval → Trace. Try: npx sidclaw-mcp-guard demo

★ 10 updated 26d ago
open-source

Best for: Developers building agentic AI systems that need governance, auditing, and approval controls.

Dev low

SidneyBissoli/ibge-br-mcp

Various

MCP Server for IBGE APIs - Brazilian geographic, demographic and statistical data

★ 2 updated 4mo ago
open-source

Best for: Developers building AI tools that need official Brazilian geographic and statistical data via MCP

Dev low

SidneyBissoli/medical-terminologies-mcp

Various

MCP Server for global medical terminologies: ICD-11, SNOMED CT, LOINC, RxNorm, MeSH

★ 3 updated 25d ago
open-source

Best for: Developers building AI agents that need to access standardized medical codes and terminologies

Dev low

sifter-ai/sifter

Various

Sifter is an open-source, developer-first document extraction engine that turns unstructured documents — invoices, contracts, receipts, reports — into a structured, queryable datab

★ 44 updated 15d ago
open-source

Best for: Developers needing an open-source document extraction engine to build structured databases from unstructured files

Dev low

signal-found/sf-mcp

Various

Arm your agent with the ability to send 1000s of dm's on Reddit a day, selling while you sleep.

★ 2 updated 2mo ago
open-source

Best for: Developers building AI agents that need to automate Reddit messaging for sales or outreach

Dev low

sim-xia/blind-auditor

Various

MCP tool for improving model coding quality by mandatory self-audition

★ 10 updated 6mo ago
open-source

Best for: Developers who want a minimal guardrail to prevent obviously flawed model output from reaching production

Dev low

silenceper/mcp-k8s

Various

A Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through MCP tools.

★ 146 updated 22d ago
open-source

Best for: Developers building AI agents that need to manage Kubernetes clusters

Dev low

sim-xia/skill-cortex-server

Various

A third-party MCP server that enable all IDEs to access Claude Code Skills capabilities

★ 21 updated 4mo ago
open-source

Best for: Developers who want to use Claude Code Skills in IDEs that are not natively supported by the official tooling.

Dev low

simonpainter/netbox-mcp

Various

NetBox MCP Server

★ 6 updated 4mo ago
open-source

Best for: Network engineers and DevOps teams who want to use AI assistants to query or manage NetBox infrastructure data.

Dev low

SimplyLiz/CodeMCP

Various

Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping

★ 98 updated 18d ago
open-source

Best for: Developers integrating code intelligence into AI-assisted workflows

Dev low

simplypixi/bugbug-mcp-server

Various

☁️ - MCP for BugBug API, to manage test and suites on BugBug

open-source

Best for: Developers using AI assistants to manage automated tests on BugBug

Dev low

sinanefeozler/reddit-summarizer-mcp

Various

A MCP server for summarizing reddit homepage of the user or contents of subreddits and comments on posts.

★ 12 updated 10mo ago
open-source

Best for: Developers who want a lightweight MCP server to digest Reddit content programmatically

Dev low

sint-ai/sint-protocol

Various

Open-source runtime security and governance for AI agents, MCP tools, robotics, industrial automation, and physical AI.

★ 9 updated 14d ago
open-source

Best for: Developers building runtime guardrails for experimental AI and automation systems

Dev low

sipyourdrink-ltd/bernstein

Various

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap de

★ 542 updated 12d ago
open-source

Best for: Development teams that require audit-compliance for multi-agent code generation workflows.

Dev low

SirGreed808/zoho-mail-mcp

Various

MCP server for Zoho Mail — read, search, and send email via Claude

★ 0 updated 1mo ago
open-source

Best for: Developers building AI-assisted email workflows with Zoho Mail

Dev low

sirmews/apple-notes-mcp

Various

Read your Apple Notes with Claude Model Context Protocol

★ 128 updated 1y ago
open-source

Best for: Developers on macOS who want to use their Apple Notes as context in Claude-powered workflows

Dev low

sirmews/mcp-pinecone

Various

Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG

★ 149 updated 1y ago
open-source

Best for: Developers who need a minimal MCP connector to add Pinecone-based memory or knowledge retrieval to an LLM client.

Dev low

skedgo/tripgo-mcp-server

Various

MCP server for TripGo's multi-modal routing

★ 4 updated 21d ago
open-source

Best for: Developers building AI agents that need real-time multi-modal transit routing

Dev low

sitbon/magg

Various

Magg: The MCP Aggregator

★ 134 updated 10mo ago
open-source

Best for: Developers who need to combine several MCP services into one accessible endpoint without adding heavy infrastructure.

Dev low

skill-seekers/Skill_Seekers

Various

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

★ 13,877 updated 13d ago
open-source

Best for: Developers building Claude agents who need to rapidly convert existing documentation into reusable skills

Dev low

Skitchy/rekindle

Various

Your AI forgets everything between sessions. Rekindle fixes that.

★ 3 updated 1mo ago
open-source

Best for: Developers building AI agents or chatbots that need session‑to‑session memory

Dev low

skysqlinc/skysql-mcp

Various

SkySQL MCP server and client repository.

★ 5 updated 1mo ago
open-source

Best for: Developers building AI agents that need to query or manage SkySQL databases

Dev low

skullzarmy/vibealive

Various

Full-featured utility to test Next.js projects for unused files and APIs + MCP server

★ 7 updated 8mo ago
open-source

Best for: Developers maintaining Next.js projects who want to eliminate dead code and unused API endpoints.

Dev low

slouchd/cyberchef-api-mcp-server

Various

CyberChef API MCP Server ✨🧑‍🍳

★ 39 updated 2mo ago
open-source

Best for: Developers building AI agents that need on-demand data transformation and encoding without leaving the chat interface.

Dev low

Smart-AI-Memory/empathy-framework

Various

Combining a five-level AI framework with git-native memory overcomes session amnesia, enabling anticipation of problems weeks early. Production results: 2000x cost reduction, 10x+

★ 11 updated 2mo ago
open-source

Best for: Researchers and developers exploring experimental AI memory and empathy frameworks

Dev low

smart-mcp-proxy/mcpproxy-go

Various

Supercharge AI Agents, Safely

★ 239 updated 12d ago
open-source

Best for: Developers deploying AI agents that need a simple, auditable security layer over MCP tools.

Dev low

smigolsmigol/llmkit

Various

Know what your AI agents cost. API gateway with budget enforcement, session tracking, and MCP tools.

★ 13 updated 16d ago
open-source

Best for: Developers building AI agents that need to monitor and constrain LLM API spending

Dev low

smith-and-web/obsidian-mcp-server

Various

MCP server for Obsidian vault management - enables Claude and other AI assistants to read, write, search, and organize your notes

★ 16 updated 26d ago
open-source

Best for: Developers who want to integrate AI assistants like Claude with their Obsidian knowledge base

Dev low

smriti-AA/smriti

Various

smriti-AA/smriti — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers building MCP-based integrations and custom AI tools

Dev low

snaggle-ai/openapi-mcp-server

Various

Allow AI to wade through complex OpenAPIs using Simple Language

★ 894 updated 3mo ago
open-source

Best for: Developers building AI agents that need to dynamically interact with REST APIs via natural language

Dev low

Snowflake-Labs/mcp

Various

MCP Server for Snowflake including Cortex AI, object management, SQL orchestration, semantic view consumption, and more

★ 289 updated 29d ago
open-source

Best for: Developers building AI agents that need direct, structured access to Snowflake data and management capabilities

Dev low

snyk/studio-mcp

Various

🎖️ 📇 ☁️ 🍎 🪟 🐧 - Embeds Snyk's security engines into agentic workflows. Secures AI-generated code in real-time and accelerates the fixing vulnerability backlogs.

★ 48 updated 23d ago
open-source

Best for: Developers and teams using agentic workflows who need real-time security scanning for AI-generated code.

Dev low

SoapyRED/freightutils-mcp

Various

FreightUtils MCP Server — 19 free freight tools for AI agents

★ 2 updated 13d ago
open-source

Best for: Developers prototyping AI agents that need basic freight/logistics capabilities on a zero-cost budget

Dev low

socialintel/socialintel-mcp

Various

MCP server for Social Intel — Instagram influencer search via x402 micropayments. Pay-per-call, no API keys.

★ 0 updated 1mo ago
open-source

Best for: Developers needing on-demand Instagram influencer data without recurring fees

Dev low

softeria/ms-365-mcp-server

Various

A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API

★ 748 updated 12d ago
open-source

Best for: Developers building AI agents that need programmatic access to Microsoft 365 data and services

Dev low

softvoyagers/fakturka-api

Various

📇 ☁️ - Free Polish VAT invoice generator API (Faktura VAT) with PDF output and preview. No API key required.

open-source

Best for: Developers who need a quick, free way to generate Polish VAT invoices in PDF

Dev low

softvoyagers/linkshrink-api

Various

📇 ☁️ - Free privacy-first URL shortener API with analytics and link management. No API key required.

open-source

Best for: Developers needing a quick, no-fuss URL shortener with basic analytics for non-critical use cases

Dev low

softvoyagers/ogforge-api

Various

📇 ☁️ - Free Open Graph image generator API with themes, Lucide icons, and custom layouts. No API key required.

open-source

Best for: Developers needing a quick, free, and customizable OG image generator without signing up.

Dev low

softvoyagers/pageshot-api

Various

📇 ☁️ - Free webpage screenshot capture API with format, viewport, and dark mode options. No API key required.

open-source

Best for: Developers who need quick, low-friction website screenshots without signing up for a paid service

Dev low

softvoyagers/qrmint-api

Various

📇 ☁️ - Free styled QR code generator API with custom colors, logos, frames, and batch generation. No API key required.

open-source

Best for: Developers needing quick, customizable QR code generation without authentication

Dev low

softvoyagers/pdfspark-api

Various

📇 ☁️ - Free HTML/URL to PDF conversion API powered by Playwright. No API key required.

open-source

Best for: Developers needing a simple, free PDF conversion API for prototyping or internal tools

Dev low

soil-dev/capsulemcp

Various

Capsule CRM tools for Claude. Local install via npx, org-wide via Custom Connectors. Read-only mode supported.

★ 1 updated 12d ago
open-source

Best for: Developers and teams using Capsule CRM who want to query their data through Claude

Dev low

SonAIengine/graph-tool-call

Various

Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Zero dependencies. OpenAPI / MCP / LangChain.

★ 7 updated 1mo ago
open-source

Best for: Developers building LLM agents that need efficient tool selection from a large tool set

Dev low

sonirico/mcp-shell

Various

Give hands to AI. MCP server to run shell commands securely, auditably, and on demand.

★ 79 updated 1mo ago
open-source

Best for: Developers who need to give AI agents safe, auditable shell access for automation and operations tasks.

Dev low

sonirico/mcp-stockfish

Various

🐟 MCP server connecting AI systems to Stockfish chess engine

★ 12 updated 11mo ago
open-source

Best for: Developers adding chess capabilities to AI agents or chatbots

Dev low

sonnyflylock/voxie-ai-directory-mcp

Various

MCP server for the Voxie AI Phone Number Directory. Query AI services you can chat with via webchat.

★ 1 updated 4mo ago
open-source

Best for: Developers building MCP-based tools who need to query a directory of webchat-enabled AI services

Dev low

sooperset/mcp-atlassian

Various

MCP server for Atlassian tools (Confluence, Jira)

★ 5,314 updated 2mo ago
open-source

Best for: Developers building AI agents that need to interact with Confluence and Jira

Dev low

sophymarine/openregistry

Various

Real-time, direct-from-official-registry company data via MCP. 30 national registries; unmodified raw fields and raw filing bytes. Tools: search, profile, officers, shareholders, c

★ 4 updated 24d ago
open-source

Best for: Developers needing direct, unmodified registry data for compliance or research

Dev low

Sowiedu/Edict

Various

A programming language designed for AI agents. No parser, no syntax — agents produce AST directly as JSON. Statically typed, effect-tracked, contract-verified, compiled to WASM via

★ 6 updated 28d ago
open-source

Best for: Developers experimenting with agent-based code generation that demands verifiable, typed output.

Dev low

Souzix76/n8n-workflow-tester-safe

Various

Safe MCP server + CLI for testing, inspecting, and operating n8n workflows with a constrained scope

★ 0 updated 2mo ago
open-source

Best for: Developers needing a safe environment to test and inspect n8n workflows

Dev low

spacecode-ai/SpaceBridge-MCP

Various

MCP server that turbocharges vibe coding by automating issue tracking

★ 6 updated 8mo ago
open-source

Best for: Developers using AI coding assistants who want to manage GitHub issues without leaving their editor.

Dev low

Spaceship MCP

Various

MCP server for the Spaceship API — manage domains, DNS, contacts & marketplace listings via AI

★ 7 updated 3mo ago
open-source

Best for: Developers building AI-powered workflows for domain and DNS management via the Spaceship API

Dev low

SPARKIT-science/sparkit-mcp

Various

MCP server for SPARKIT — call the scientific research agent from Claude Desktop, Cursor, and other MCP clients.

★ 0 updated 17d ago
open-source

Best for: Developers who want to add scientific research capabilities to their MCP-compatible toolchain

Dev low

SparkSheets/sparksheets-mcp

Various

SparkSheets MCP Server - AI-native collaborative spreadsheet for Claude Code, Cursor, and other MCP clients

★ 0 updated 25d ago
open-source

Best for: LLM developers using Claude Code or Cursor who need lightweight spreadsheet collaboration inside their coding environment

Dev low

speedofme-dev/speedofme-mcp

Various

📇 ☁️ 🍎 🪟 🐧 - Official SpeedOf.Me server for accurate internet speed tests via 129 global Fastly edge servers with analytics dashboard and local history

open-source

Best for: Developers who need programmatic, repeatable internet speed tests with historical tracking

Dev low

spfunctions/simplefunctions-cli

Various

Reference and issue mirror for @spfunctions/cli, the SimpleFunctions sf command-line interface.

★ 10 updated 1mo ago
open-source

Best for: Developers seeking a minimal, open-source CLI for deploying and managing simple serverless functions

Dev low

Spix-HQ/spix-mcp

Various

Spix MCP Server — give AI agents phone calls, SMS, and email as tool calls

★ 0 updated 2mo ago
open-source

Best for: Developers building MCP-based agents that need outbound phone, SMS, or email capabilities

Dev low

spotdb

ai.aliengiraffe

Give your agents a secure, containerized SQL sandbox with MCP or API access enabled with DuckDB. No infra required, quick spin-up cycle. Push any CSV — query, analyze, and move on.

★ 20 updated 15d ago
open-source

Best for: Developers building agent-based tools that need on-demand SQL analysis of tabular data

Dev low

SPL-BGU/PlanningCopilot

Various

A modular chatbot that runs planning tools via natural language using MCP.

★ 3 updated 3mo ago
open-source

Best for: Developers exploring MCP-based natural language planning assistants in small-scale or experimental projects

Dev low

spranab/brainstorm-mcp

Various

MCP server for multi-round AI brainstorming debates between multiple models (GPT, DeepSeek, Groq, Ollama, etc.)

★ 61 updated 1mo ago
open-source

Best for: Developers who want to systematically compare and combine outputs from multiple AI models

Dev low

spranab/saga-mcp

Various

A Jira-like project tracker MCP server for AI agents. SQLite-backed, 22 tools, full hierarchy, activity logging, and dashboard.

★ 25 updated 1mo ago
open-source

Best for: Developers building AI agents that need a simple, embeddable project tracking system

Dev low

spre-sre/lumino-mcp-server

Various

AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enablin

★ 6 updated 23d ago
open-source

Best for: SRE teams working with Konflux and OpenShift who need automated diagnostics

Dev low

spyrae/claude-concilium

Various

Multi-agent AI consultation framework for Claude Code via MCP — get second opinions from OpenAI, Gemini, Qwen, DeepSeek

★ 8 updated 3mo ago
open-source

Best for: Developers using Claude Code who want to verify or enrich outputs with other AI models

Dev low

srclight/srclight

Various

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerate

★ 44 updated 1mo ago
open-source

Best for: Developers and AI agent builders who need a local, privacy-preserving code indexing server

Dev low

srijanshukla18/xray

Various

XRAY MCP provides progressive code intelligence and navigation capabilities for AI assistants through structural code analysis using ast-grep

★ 49 updated 6mo ago
open-source

Best for: Developers building AI coding assistants that need structural code understanding

Dev low

srinath1510/alltrails-mcp-server

Various

DEPRECATED: MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information directly through Claude Desktop.

★ 12 updated 4mo ago
open-source

Best for: Developers building AI assistants for outdoor activity planning who need trail data integration

Dev low

srinivasan-sundaresan95/orihime

Various

Cross-repo code knowledge graph for Java/Kotlin/JS/TS — MCP server, taint analysis, call graph, OWASP reports. 95% fewer tokens than source-reading.

★ 0 updated 29d ago
open-source

Best for: Developers needing efficient cross-repo vulnerability analysis and call graph visualization for Java, Kotlin, or JavaScript/TypeScript projects.

Dev low

st3v3nmw/sourcerer-mcp

Various

MCP for semantic code search & navigation that reduces token waste

★ 114 updated 7mo ago
open-source

Best for: Developers building MCP-enabled code assistants who need efficient semantic code retrieval

Dev low

ssatama/rescuedogs-mcp-server

Various

📇 ☁️ - Search and discover rescue dogs from European and UK organizations with AI-powered personality matching and detailed profiles.

★ 0 updated 12d ago
open-source

Best for: Developers building AI assistants for pet adoption queries in Europe/UK

Dev low

stabgan/openrouter-mcp-multimodal

Various

MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / audio / video, generate images / speech / music / video (Veo 3.1, Sora, Seedance, Wan) from

★ 42 updated 12d ago
open-source

Best for: Developers who need to switch between many LLMs and multimodal models from a single MCP-compatible client

Dev low

staccDOTsol/staccbot-tg

Various

staccDOTsol/staccbot-tg — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers and users wanting to interact with Stacks blockchain AI agents through Telegram.

Dev low

stack-chan/stack-chan

Various

A JavaScript-driven M5Stack-embedded super-kawaii robot.

★ 1,503 updated 13d ago
open-source

Best for: Web developers and hobbyists wanting to build cute, programmable robots with JavaScript

Dev low

StacklokLabs/mkp

Various

MKP is a Model Context Protocol (MCP) server for Kubernetes

★ 57 updated 15d ago
open-source

Best for: Developers building AI agents that need programmatic access to Kubernetes clusters

Dev low

StacklokLabs/ocireg-mcp

Various

An MCP (Model Context Protocol) server that provides tools for querying OCI registries and image references.

★ 13 updated 15d ago
open-source

Best for: Developers who need to query container registries from MCP-enabled AI assistants or automation tools

Dev low

stadiamaps/stadiamaps-mcp-server-ts

Various

A TypeScript MCP server for interacting with the Stadia Maps APIs

★ 22 updated 10mo ago
open-source

Best for: Developers building location-aware AI assistants or agents using the Model Context Protocol

Dev low

stape-io/google-tag-manager-mcp-server

Various

MCP server for Google Tag Manager

★ 162 updated 30d ago
open-source

Best for: Developers and marketers who want to manage Google Tag Manager via AI assistants or automated scripts

Dev low

stape-io/stape-mcp-server

Various

Interact with the Stape API using AI assistants like Claude, or in AI-powered IDEs like Cursor.

★ 13 updated 2mo ago
open-source

Best for: Developers already using Stape who want to control it through AI assistants

Dev low

Startvest-LLC/idealift-mcp-server

Various

IdeaLift MCP Server - Decision intelligence for AI assistants. Captures product feedback, tracks decisions, and manages your backlog via Model Context Protocol.

★ 0 updated 25d ago
open-source

Best for: Developers building AI-assisted project management tools

Dev low

stass/exif-mcp

Various

MCP server to extract image metadata (EXIF, XMP, etc)

★ 36 updated 7mo ago
open-source

Best for: Developers who need to extract image metadata within MCP-based automation or AI toolchains

Dev low

stass/lldb-mcp

Various

LLDB MCP server

★ 100 updated 1y ago
open-source

Best for: Developers who want to debug native code via AI assistants or automate LLDB workflows through MCP-compatible tools

Dev low

stefan-xyz/mcp-server-runescape

Various

MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data

★ 12 updated 3mo ago
open-source

Best for: Developers building AI assistants or automation tools for RuneScape

Dev low

stevepridemore/graph-memory

Various

A personal knowledge graph for Claude that survives across sessions, devices, and tools. Neo4j + semantic embeddings, OAuth-secured, single-user-by-default but multi-tenant-ready.

★ 1 updated 27d ago
open-source

Best for: Developers building persistent memory for Claude-based applications

Dev low

stfade/moth

Various

A debugging workflow plugin for AI coding agents. Turns terminal failures into source-backed fixes via MCP and structured skills.

★ 1 updated 1mo ago
open-source

Best for: Developers using AI coding agents who want automated error recovery from terminal logs

Dev low

STiFLeR7/memex

Various

Persistent memory for AI coding agents via MCP — a bitemporal knowledge graph of your codebase, served to Claude Code, Cursor, Gemini CLI, and any MCP client. Tree-sitter + Gemini

★ 11 updated 12d ago
open-source

Best for: Developers using MCP-compatible coding agents who need persistent, temporally aware codebase memory

Dev low

stippi/code-assistant

Various

An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode.

★ 165 updated 15d ago
open-source

Best for: Developers seeking an autonomous coding assistant with flexible integration options

Dev low

storybookjs/addon-mcp

Various

🤖

★ 246 updated 12d ago
open-source

Best for: Teams using Storybook who want to integrate AI assistants for component discovery, testing, or automated workflows.

Dev low

strato-space/media-gen-mcp

Various

Media Gen MCP — Strict TypeScript MCP server for OpenAI gpt-image-1 and sora-2: generate, edit, and fetch images/video with smart compression, resourcelink and image outputs, and a

★ 8 updated 4mo ago
open-source

Best for: Developers building MCP-based tools that need image and video generation from OpenAI models

Data low

Stripe Agent Toolkit MCP Server

Stripe

Expose Stripe's full payments and billing API as MCP tools — customers, charges, subscriptions, invoices, and refunds for any MCP-compatible agent.

free

Best for: SaaS and marketplace teams that want agents to automate payments, billing, and customer operations across the full Stripe API surface

Dev low

StripFeed/mcp-server

Various

StripFeed/mcp-server — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers building custom AI tool integrations using the Model Context Protocol

Dev low

strowk/mcp-k8s-go

Various

MCP server connecting to Kubernetes

★ 382 updated 5mo ago
open-source

Best for: Developers building AI-assisted Kubernetes monitoring and management tools

Dev low

SubDownload/subdownload-mcp

Various

Public MCP wrapper for SubDownload.Fetch YouTube transcripts, search videos, browse channels and playlists — instant YouTube data for your AI workflow.

★ 3 updated 1mo ago
open-source

Best for: Developers building AI tools that need structured access to YouTube transcripts and video metadata

Dev low

subelsky/bundler_mcp

Various

A Model Context Protocol (MCP) server enabling AI agents to query information about gems in a Ruby project's Gemfile, including source code and metadata.

★ 19 updated 11mo ago
open-source

Best for: Ruby developers integrating AI agents with their project dependency management.

Dev low

subhatta123/twilize

Various

subhatta123/twilize — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers who need to add Twilio messaging to AI assistants quickly

Dev low

subnetmarco/pgmcp

Various

An MCP server to query any Postgres database in natural language.

★ 532 updated 18d ago
open-source

Best for: Teams building MCP-based tools that need natural language access to Postgres databases

Dev low

Sudhan30/freshprobe

Various

Data freshness verification for AI agents. Probes endpoints for cache staleness, latency, TLS health, and content changes. CLI + MCP server + HTTP API.

★ 0 updated 2mo ago
open-source

Best for: AI agent developers needing automated endpoint freshness monitoring

Dev low

suekou/mcp-notion-server

Various

A Model Context Protocol server for connecting Notion to MCP-compatible clients

★ 895 updated 22d ago
open-source

Best for: Developers building AI agents or chatbots that need to programmatically access Notion content.

Dev low

SunflowersLwtech/mcp_creator_growth

Various

🐍 🏠 🍎 🪟 🐧 - Intelligent learning sidecar for AI coding assistants. Helps developers learn from AI-generated code changes through interactive blocking quizzes and provides agen

★ 6 updated 3mo ago
open-source

Best for: Developers using AI coding assistants who want to reinforce learning from code changes

Dev low

sunriseapps/imagesorcery-mcp

Various

An MCP server providing tools for image processing operations

★ 315 updated 25d ago
open-source

Best for: Developers who need programmatic image processing within MCP-based systems or agent workflows

Dev low

sunsiyuan/human-survey

Various

sunsiyuan/human-survey — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 22d ago
open-source

Best for: Developers exploring MCP server examples for human-in-the-loop data collection

Dev low

SupplyMaven-SCR/supplymaven-mcp-server

Various

MCP server for real-time supply chain intelligence — 24 tools: Global Disruption Index, Manufacturing Index, commodity prices, port congestion, border delays, chokepoints, air carg

★ 0 updated 16d ago
open-source

Best for: Developers building supply chain monitoring tools or AI agents needing real-time logistics data

Dev low

SureScaleAI/openai-gpt-image-mcp

Various

📇 ☁️ - OpenAI GPT image generation/editing MCP server.

open-source

Best for: Developers building AI-powered applications that need image generation capabilities

Dev low

supertrained/rhumb

Various

Agent gateway for external tools — Rhumb Index scores services; Rhumb Resolve routes supported capability calls through governed execution rails.

★ 1 updated 12d ago
open-source

Best for: Developers building agent systems that need controlled, policy-enforced access to external tools

Dev low

Swarmwage/swarmwage

Various

The agent hire protocol — one AI agent hires another in USDC on Base via MCP and x402.

★ 2 updated 16d ago
open-source

Best for: Developers experimenting with autonomous agent economies and on-chain agent hiring.

Dev low

Sweeppea-Development-Lab/sweeppea-mcp-info

Various

Public manifest and documentation for the Sweeppea MCP server, including integration metadata and production endpoint information.

★ 1 updated 30d ago
open-source

Best for: Developers integrating with the Sweeppea MCP server who need official manifest and endpoint details.

Dev low

Swih/mistral-mcp

Various

Full Mistral AI MCP server — OCR, Voxtral audio, Codestral FIM, durable workflows, document extraction — for Claude Code, Cursor, Windsurf, Zed, Mistral Connectors

★ 6 updated 1mo ago
open-source

Best for: Developers who want to integrate Mistral AI capabilities into their IDE or MCP-compatible workflow

Dev low

Synter-Media-AI/mcp-server

Various

MCP server for AI agents to manage ad campaigns across Google, Meta, LinkedIn, Microsoft, Reddit, TikTok, and more

★ 11 updated 17d ago
open-source

Best for: Developers building AI agents that need to automate multi-platform ad campaign management

Dev low

sxhxliang/mcp-access-point

Various

Turn a web server into an MCP server in one click without making any code changes.

★ 174 updated 3mo ago
open-source

Best for: Developers who need to quickly expose existing web services as MCP tools without modifying source code

Dev low

System-R-AI/systemr-python

Various

Python SDK for agents.systemr.ai. 55 MCP tools, 25 brokers. pip install systemr

★ 1 updated 2mo ago
open-source

Best for: Developers prototyping agent systems that leverage MCP tools and brokers

Dev low

szhygulin/recon-crypto-mcp

Various

Safety first. Hardware-verified DeFi for AI agents — designed for when the AI can be compromised.

★ 3 updated 18d ago
open-source

Best for: Developers building AI agents that execute DeFi operations and prioritize security against agent compromise

Dev low

szhygulin/vaultpilot-mcp

Various

Safety first. Hardware-verified DeFi for AI agents — designed for when the AI can be compromised.

★ 3 updated 18d ago
open-source

Best for: Developers building AI agents for DeFi who need high-assurance security against agent compromise.

Dev low

tacticlaunch/mcp-linear

Various

MCP server that enables AI assistants to interact with Linear project management system through natural language, allowing users to retrieve, create, and update issues, projects, a

★ 135 updated 1mo ago
open-source

Best for: Developers who want to manage Linear tasks from an AI chat interface

Dev low

tactual-dev/tactual

Various

Screen-reader navigation cost analyzer — models the real effort to discover, reach, and operate interactive web content

★ 0 updated 1mo ago
open-source

Best for: Frontend developers and accessibility engineers aiming to reduce navigation effort for screen-reader users

Dev low

tadas-github/a2asearch-mcp

Various

MCP server for searching AI agents, MCP servers, CLI tools and agent skills via A2ASearch

★ 14 updated 2mo ago
open-source

Best for: Developers building agentic workflows who need a searchable directory of tools and agents

Dev low

takashiishida/arxiv-latex-mcp

Various

MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathematical expressions in scientific papers.

★ 133 updated 23d ago
open-source

Best for: Developers building AI tools for scientific literature understanding

Dev low

takleb3rry/zitadel-mcp

Various

MCP server for Zitadel identity management — manage users, projects, apps, roles, and service accounts from AI tools

★ 6 updated 2mo ago
open-source

Best for: Developers using Zitadel who want to manage identity resources through AI assistants

Dev low

takumi0706/google-calendar-mcp

Various

Google Calendar MCP server for Claude Desktop integration

★ 56 updated 7mo ago
open-source

Best for: Developers and power users who want to manage Google Calendar via natural language in Claude Desktop

Dev low

TamarEngel/jira-github-mcp

Various

A Model Context Protocol (MCP) server exposing Jira and GitHub actions as AI tools to streamline developer workflows end-to-end.

★ 1 updated 5mo ago
open-source

Best for: Developers who want to control Jira and GitHub through an MCP-compatible AI assistant

Dev low

talonicdev/talonic-mcp

Various

Official Talonic MCP server. Lets AI agents extract structured data from any document via the Model Context Protocol.

★ 4 updated 12d ago
open-source

Best for: Developers building AI agents that need to extract structured data from unstructured documents

Dev low

TamiShaks-2/git-context-mcp

Various

Local MCP server that extracts high-level Git repository context for AI coding agents

★ 2 updated 5mo ago
open-source

Best for: Developers building custom AI coding agents that need structured Git repository context

Dev low

tan-yong-sheng/ai-vision-mcp

Various

A Model Context Protocol (MCP) server that provides vision capabilities to analyze image and video

★ 54 updated 2mo ago
open-source

Best for: Developers building MCP-based applications that need basic image and video analysis

Dev low

tanigami/mcp-server-perplexity

Various

🐍 ☁️ - Interacting with Perplexity API.

★ 92 updated 1y ago
open-source

Best for: Developers building MCP-based applications that need to leverage Perplexity's AI for real-time queries or research.

Dev low

taniwhaai/arai

Various

AI coding rules that actually work. Enforce instruction files via hooks — CLAUDE.md, .cursorrules, copilot-instructions, and more.

★ 5 updated 12d ago
open-source

Best for: Developers who want consistent AI coding rules across Claude, Cursor, and Copilot

Dev low

tao-izm/devpulse-mcp

Various

Zero-config MCP server that gives AI coding assistants a real-time diagnostic snapshot of your dev environment

★ 0 updated 1mo ago
open-source

Best for: Developers building MCP-based integrations that need live environment context for AI coding assistants

Dev low

TANTIOPE/datadog-mcp-server

Various

MCP server providing AI assistants with full Datadog observability access.

★ 4 updated 12d ago
open-source

Best for: Teams using Datadog who want to automate observability tasks through AI assistants

Dev low

tasopen/mcp-alphabanana

Various

A local MCP server for generating image assets using Google Gemini AI (Nano Banana 2 / Pro). Enable transparency and resize.

★ 6 updated 2mo ago
open-source

Best for: Developers who need local image generation with transparency and resize support using Gemini models

Dev low

tatsuju/opdstar-nhi-mcp

Various

Taiwan National Health Insurance (NHI) data for AI agents via Model Context Protocol. Powered by OPDSTAR (https://opdstar.com).

★ 0 updated 16d ago
open-source

Best for: Developers building AI agents that need to query Taiwan National Health Insurance data

Dev low

tatumio/blockchain-mcp

Various

☁️ - MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.

★ 14 updated 12d ago
open-source

Best for: Developers building MCP-based tools that need multi-chain blockchain data access

Dev low

taylorwilsdon/google_workspace_mcp

Various

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool

★ 2,528 updated 14d ago
open-source

Best for: Developers building AI assistants that need direct control over Google Workspace services

Dev low

TeamSafeAI/LIFE

Various

LIFE — Persistent identity architecture for AI agents. 16 MCP servers: drives, heart, memory, patterns, journal, genesis, garden, vision, voice, and more. Zero dependencies. Built

★ 5 updated 3mo ago
open-source

Best for: Developers building persistent, identity-driven AI agents in Python

Dev low

TCSoftInc/testcollab-mcp-server

Various

MCP server for TestCollab test management. Lets AI coding assistants (Claude Code, Cursor, Windsurf, Codex) create, update, and query test cases, create test plans, and suite hiera

★ 3 updated 2mo ago
open-source

Best for: Teams using TestCollab who want to manage QA tasks through AI coding assistants

Dev low

teamwork/mcp

Various

Teamwork.com MCP server

★ 21 updated 15d ago
open-source

Best for: Developers building AI assistants that need to access Teamwork.com project data

Dev low

TechDocsStudio/biel-mcp

Various

Connect AI tools like Cursor, VS Code, and Claude to your product docs.

★ 2 updated 1mo ago
open-source

Best for: Development teams using AI coding assistants that need fast, in-editor access to their product documentation

Dev low

teddyzxcv/ntfy-mcp

Various

The MCP server that keeps you informed by sending the notification on phone using ntfy

★ 44 updated 1y ago
open-source

Best for: Developers who want to add phone notifications to their MCP-based AI workflows

Dev low

temporal-cortex/mcp

Various

Calendar MCP server with atomic booking, conflict prevention, deterministic RRULE expansion, and TOON token compression for AI agents

★ 9 updated 1mo ago
open-source

Best for: Developers building AI agents that need reliable calendar management

Dev low

TencentCloudBase/CloudBase-AI-ToolKit

Various

CloudBase MCP - Connect CloudBase to your AI Agent. Go from AI prompt to live app.

★ 1,029 updated 12d ago
open-source

Best for: Developers building AI-driven applications on Tencent Cloud who want to turn prompts into deployed apps quickly.

Dev low

TencentEdgeOne/edgeone-pages-mcp

Various

An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

★ 419 updated 12d ago
open-source

Best for: Developers using MCP clients to quickly deploy static HTML and obtain a public URL

Dev low

teolex2020/AuraSDK

Various

Cognitive memory for AI agents. Pure Rust, <1ms recall, 2.7MB, zero cloud. Patent Pending.

★ 69 updated 29d ago
open-source

Best for: Developers building privacy-focused, local AI agents in Rust who need minimal latency memory

Dev low

testdino-hq/testdino-mcp

Various

A MCP server that bridges TestDino with AI agents such as Cursor and Claude. Navigate test results, analyze failures, and manage test cases through conversational commands.

★ 7 updated 25d ago
open-source

Best for: Developers using TestDino who want to interact with test results through AI chat interfaces

Dev low

test-mcp-server

ai.alpic.test

Alpic Test MCP Server - great server!

open-source

Best for: Developers who need a lightweight MCP server for testing AI tool integrations

Dev low

tevonsb/homeassistant-mcp

Various

A MCP server for Home Assistant

★ 575 updated 4mo ago
open-source

Best for: Developers integrating AI assistants with Home Assistant for smart home control and automation

Dev low

tgeselle/bugsnag-mcp

Various

A Model Context Protocol (MCP) server for interacting with Bugsnag. This server allows LLM tools like Cursor and Claude to investigate and resolve issues in Bugsnag.

★ 23 updated 2mo ago
open-source

Best for: Developers who use Bugsnag and want AI-assisted debugging via Cursor or Claude

Dev low

the-momentum/apple-health-mcp-server

Various

MCP server for querying Apple Health data with natural language using DuckDB under the hood.

★ 200 updated 4mo ago
open-source

Best for: Developers building personal health analytics tools or AI agents that need to query Apple Health data naturally

Dev low

the-momentum/fhir-mcp-server

Various

FHIR MCP Server for handling medical data standard.

★ 86 updated 7mo ago
open-source

Best for: Developers building AI agents that need to interact with FHIR-based electronic health records.

Dev low

the0807/GeekNews-MCP-Server

Various

📰 GeekNews MCP Server

★ 16 updated 1y ago
open-source

Best for: Developers building AI assistants that need curated tech news from GeekNews

Dev low

the402ai/mcp-server

Various

MCP server for the402.ai — AI agent service marketplace. Browse services, purchase via x402 micropayments, manage threads, list services as a provider.

★ 1 updated 2mo ago
open-source

Best for: Developers building MCP-compatible agents that need on-demand, micropayment-based access to a marketplace of AI services

Dev low

theagenttimes/tat-mcp-server

Various

MCP server for The Agent Times — query news, stats, and social tools from the agent economy newspaper

★ 0 updated 3mo ago
open-source

Best for: Developers building AI agents that need curated news and data from the agent economy

Dev low

thecombatwombat/replicant-mcp

Various

Android MCP server - production-grade, token-optimized, accessibility-first

★ 13 updated 26d ago
open-source

Best for: Developers building AI agents that need to control or automate Android devices and apps

Dev low

TheLunarCompany/lunar#mcpx

Various

lunar.dev: Agent native MCP Gateway for governance and security

★ 447 updated 12d ago
open-source

Best for: Teams deploying MCP-based agent systems that need centralized security and governance

Dev low

thelongevityvault/decoder-3am-mcp

Various

Sleep disruption cause classifier MCP server from The Longevity Vault

★ 0 updated 2mo ago
open-source

Best for: Developers building sleep health tools who need a simple MCP-based classifier

Dev low

themesberg/flowbite-mcp

Various

Convert Figma design to code with the official Flowbite MCP server

★ 35 updated 5mo ago
open-source

Best for: Developers using Flowbite who want to automate Figma-to-code conversion

Dev low

theonedev/tod

Various

A command line tool working with OneDev

★ 9 updated 12d ago
open-source

Best for: Developers using OneDev who want CLI access to repository and issue management

Dev low

TheoBrigitte/mcp-time

Various

MCP (Model Context Protocol) server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities

★ 18 updated 2mo ago
open-source

Best for: Developers building MCP-driven AI assistants that need basic time and date manipulation.

Dev low

TheRaLabs/legion-mcp

Various

A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python.

★ 92 updated 1y ago
open-source

Best for: Developers who want to query databases from MCP-enabled AI assistants without writing raw SQL.

Dev low

TheStack-ai/waypath

Various

Open-source memory CLI for Claude Code, Codex & MCP — local-first SQLite, graph-aware recall, review gate. npm i -g waypath

★ 3 updated 1mo ago
open-source

Best for: Developers using Claude Code or Codex who need persistent, local memory across sessions

Dev low

thevibepreneur/gapbase-mcp

Various

Query 474 validated startup gaps from Claude Desktop, Cursor, and Windsurf.

★ 1 updated 2mo ago
open-source

Best for: Developers and founders who want quick, validated startup ideas inside their existing AI workflow

Dev low

Thezenmonster/agentmem

Various

Governed memory for long-lived coding agents. Trust, provenance, conflict detection. Local-first.

★ 2 updated 1mo ago
open-source

Best for: Developers building long-lived coding agents that need memory with trust and conflict handling

Dev low

Thezenmonster/agentscore-mcp-server

Various

MCP security trust layer. Scan packages, get trust verdicts, check incident exposure, query abuse database. 5 tools, no API key needed.

★ 0 updated 1mo ago
open-source

Best for: Developers building agent-based workflows who need quick, no-fuss package security checks

Dev low

ThinAirTelematics/thinair-data

Various

Connect your AI assistant to any PostgreSQL, MySQL, or SQL Server database in 60 seconds via MCP.

★ 0 updated 1mo ago
open-source

Best for: Developers who need to give AI assistants direct but controlled database access.

Dev low

thingsboard/thingsboard-mcp

Various

🎖️ ☕ ☁️ 🏠 🍎 🪟 🐧 - The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.

★ 96 updated 2mo ago
open-source

Best for: Developers building AI assistants that need to query or manage a ThingsBoard IoT deployment

Dev low

thinkchainai/agentinterviews_mcp

Various

MCP access to AgentInterviews.com

★ 3 updated 1y ago
open-source

Best for: Developers building MCP-enabled tools that need to reference agent interview content.

Dev low

thinkchainai/mcpbundles

Various

MCPBundles .mcpb package releases for MCP registry

★ 3 updated 2mo ago
open-source

Best for: Developers experimenting with the Model Context Protocol who need a simple way to share or acquire MCP bundles

Dev low

ThinkneoAI/mcp-server

Various

Dual-protocol gateway: 62 MCP tools + A2A Protocol agent (82/82 TCK intentional) in a single governed runtime

★ 1 updated 13d ago
open-source

Best for: Developers exploring multi-protocol agent systems who need a unified tool gateway

Dev low

thinq-connect/thinqconnect-mcp

Various

ThinQ Connect MCP Server

★ 25 updated 10mo ago
open-source

Best for: Developers exploring MCP integrations with LG ThinQ smart home ecosystems

Dev low

ThomasMarches/substrate-mcp-rs

Various

A Model Context Protocol (MCP) server for Substrate blockchains, written in Rust and interfacing the subxt crate.

★ 12 updated 8mo ago
open-source

Best for: Developers building MCP-compatible AI tools that need to interact with Substrate blockchains

Dev low

thoughtproof/thoughtproof-mcp

Various

Adversarial multi-model reasoning verification MCP server for AI agents. Claude, Grok, and DeepSeek challenge each decision — ALLOW or HOLD with JWKS-signed attestation. x402-gated

★ 0 updated 18d ago
open-source

Best for: Developers building high-stakes AI agents that need adversarial decision verification

Dev low

tianqitang1/enrichr-mcp-server

Various

📇 ☁️ - A MCP server that provides gene set enrichment analysis using the Enrichr API

★ 14 updated 2mo ago
open-source

Best for: Bioinformaticians and researchers who want to add gene set enrichment analysis to AI-driven data analysis pipelines

Dev low

Tiberriver256/mcp-server-azure-devops

Various

An MCP server for Azure DevOps

★ 370 updated 4mo ago
open-source

Best for: Developers using Azure DevOps who want AI assistants to interact with their project management and code repositories

Dev low

thunderboltsid/mcp-nutanix

Various

MCP Server for Nutanix

★ 13 updated 4mo ago
open-source

Best for: DevOps engineers managing Nutanix clusters who want AI-driven automation

Dev low

tickadoo/tickadoo-mcp

Various

MCP server for tickadoo® — discover and book theatre, events & experiences in 700+ cities worldwide

★ 0 updated 21d ago
open-source

Best for: Developers building AI assistants or agents that need to search and book live events worldwide

Dev low

tickstem/mcp

Various

MCP server for Tickstem — AI agent integration for cron jobs and email verification

★ 1 updated 17d ago
open-source

Best for: Developers building AI agents that need to schedule tasks or verify emails using Tickstem's platform.

Dev low

tigranbs/mcgravity

Various

Fast TUI that orchestrates AI coding tools (Claude Code, Codex, Gemini) in a plan→execute→review loop. Breaks work into atomic tasks for easier verification and course-correction.

★ 98 updated 3mo ago
open-source

Best for: Developers who want a structured, multi-tool AI coding workflow with built-in verification steps.

Dev low

tiianhk/MaxMSP-MCP-Server

Various

MCP (Model Context Protocol) Server for Max (Max/MSP/Jitter)

★ 228 updated 1mo ago
open-source

Best for: Max/MSP/Jitter users who want to leverage AI for patch creation and manipulation

Dev low

timergy-app/timergy

Various

MCP server for Timergy - create scheduling polls from AI agents like Claude, ChatGPT, and Gemini. No auth required.

★ 0 updated 2mo ago
open-source

Best for: Developers building AI agents that need to create scheduling polls without complex authentication.

Dev low

timkulbaev/mcp-gmail

Various

timkulbaev/mcp-gmail — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers building AI agents that need to interact with Gmail

Dev low

timkulbaev/mcp-linkedin

Various

MCP server for LinkedIn publishing, commenting, and reacting. Dry-run by default, SKILL.md included, 28 unit tests. MIT licensed.

★ 1 updated 2mo ago
open-source

Best for: Developers prototyping AI-driven LinkedIn integrations and needing a safe testing workflow

Dev low

TimLukaHorstmann/mcp-weather

Various

A Model Context Protocol (MCP) server that provides hourly and daily weather forecasts using the AccuWeather API.

★ 31 updated 9mo ago
open-source

Best for: Developers building MCP-compatible AI assistants or automation tools that need weather forecast data

Dev low

timmx7/acheron-mcp-server

Various

MCP server bridging context between Claude Chat, Code, and Cowork

★ 5 updated 2mo ago
open-source

Best for: Developers who frequently switch between Claude Chat, Code, and Cowork and need seamless context transfer

Dev low

timowhite88/farnsworth-syntek

Various

Farnsworth SYNTEK — 7-layer recursive agent memory with context branching, holographic recall, and on-chain persistence.

★ 1 updated 3mo ago
open-source

Best for: Developers experimenting with advanced agent memory architectures or blockchain-anchored agent state

Dev low

tinybirdco/mcp-tinybird

Various

🐍 ☁️ - An MCP server to interact with a Tinybird Workspace from any MCP client.

★ 79 updated 9mo ago
open-source

Best for: Developers building AI assistants or tools that need live access to Tinybird data

Dev low

tinyfish-io/agentql-mcp

Various

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

★ 172 updated 25d ago
open-source

Best for: Developers who want to add web data extraction to AI assistants using the Model Context Protocol

Dev low

tipdotmd/tip-md-x402-mcp-server

Various

🏆 Hackathon: Transform any AI agent into a payment-enabled agent using x402 + CDP. MCP server for instant crypto tipping with automatic disbursement.

★ 9 updated 9mo ago
open-source

Best for: Developers building hackathon prototypes that need to add crypto tipping to AI agents

Dev low

tjclaude88/mcp-bling

Various

Give your bot an identity!

★ 0 updated 1mo ago
open-source

Best for: Developers building experimental MCP-based bots who need a simple identity configuration.

Dev low

TKMD/ReftrixMCP

Various

MCP server with 39 tools for web design analysis — layout extraction, motion detection, quality scoring, accessibility audit, Core Web Vitals, design comparison, and semantic searc

★ 1 updated 1mo ago
open-source

Best for: Developers needing automated web design analysis and comparison tools

Dev low

toadlyBroodle/satring

Various

Discover, rate, and pay for APIs over Bitcoin Lightning. The L402 + x402 service directory for the agent economy.

★ 5 updated 24d ago
open-source

Best for: Developers building autonomous agents that need to pay for API calls with Bitcoin Lightning micropayments

Dev low

toan203/osv-ui

Various

A beautiful, zero-config visual CVE dashboard for npm & Python. One command: npx osv-ui. 100% Local & Secure.

★ 4 updated 2mo ago
open-source

Best for: Developers who want a quick, private, visual CVE scan for npm or Python projects without adding a CI step.

Dev low

TollboothLabs/ai-tool-optimizer

Various

TollboothLabs/ai-tool-optimizer — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 3mo ago
open-source

Best for: Developers exploring MCP tool optimization

Dev low

tom28881/mcp-jira-server

Various

Comprehensive MCP server for Jira integration with Claude Code

★ 10 updated 11mo ago
open-source

Best for: Developers using Claude Code who want to manage Jira issues conversationally

Dev low

tomekkorbak/oura-mcp-server

Various

MCP server for Oura API integration

★ 37 updated 1y ago
open-source

Best for: Developers building MCP-compatible AI agents that need access to Oura wearable data.

Dev low

Tomatio13/mcp-server-tavily

Various

Taivily APIを利用するMCP Serverです。Officialが提供される前に開発しました

★ 47 updated 9mo ago
open-source

Best for: Developers who need a quick MCP search integration using Tavily before the official server or as a lightweight alternative.

Dev low

tomba-io/tomba-mcp-server

Various

MCP Server for Tomba.io API integration

★ 7 updated 2mo ago
open-source

Best for: Developers building AI agents or assistants that need to find or verify professional email addresses programmatically.

Dev low

tomholford/mcp-tic-tac-toe

Various

Play tic-tac-toe against an LLM via MCP

★ 3 updated 11mo ago
open-source

Best for: Developers learning MCP or prototyping game-based LLM interactions

Dev low

tomjwxf/scopeblind-gateway

Various

Active development continues at ScopeBlind/scopeblind-gateway. - Security gateway for MCP servers. Cedar policy engine, Ed25519-signed receipts, per-tool enforcement. IETF Internet

★ 8 updated 2mo ago
open-source

Best for: Developers needing to secure MCP server deployments with policy-driven access control and auditable receipts

Dev low

Tommertom/plugwise-mcp

Various

Plugwise MCP

★ 1 updated 6mo ago
open-source

Best for: Developers building AI-powered home automation systems using Plugwise devices and the Model Context Protocol

Dev low

Tommertom/awesome-ionic-mcp

Various

An Awesome MCP Server to help building mobile apps in React/Vue/Angular/VanillaJS using Capacitor and Ionic

★ 40 updated 5mo ago
open-source

Best for: Developers building mobile apps with Ionic and Capacitor who want AI-assisted tooling via MCP

Dev low

Tommertom/sonos-ts-mcp

Various

Sonos MCP server for Sonos using Typescript

★ 11 updated 6mo ago
open-source

Best for: Developers building AI assistants that need to control Sonos speakers on the same network

Dev low

toolstem/toolstem-mcp-server

Various

Agent-ready financial intelligence MCP tools — stock snapshots, company metrics, derived signals

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need structured financial data snapshots

Dev low

tomohiro-owada/devrag

Various

Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-small embeddings.

★ 59 updated 1mo ago
open-source

Best for: Developers using Claude Code who need semantic search over their markdown documentation

Dev low

tooyipjee/yahoofinance-mcp

Various

📇 ☁️ - TS version of yahoo finance mcp.

open-source

Best for: Developers building AI agents or tools that need programmatic access to Yahoo Finance market data

Dev low

tooluse-labs/perfetto-mcp-rs

Various

Perfetto trace analysis via MCP — PerfettoSQL queries plus dedicated Chrome tools for scroll jank, page loads, and main-thread hotspots

★ 15 updated 17d ago
open-source

Best for: Performance engineers and developers who want to analyze Chrome traces using natural language or LLM-driven workflows

Dev low

TopazLabs/topaz-mcp

Various

Topaz Labs MCP Server — AI image enhancement via Model Context Protocol

★ 3 updated 3mo ago
open-source

Best for: Developers needing to programmatically access Topaz Labs image enhancement within custom applications or automated workflows

Dev low

topoteretes/cognee

Various

Memory platform for AI Agents in 6 lines of code

★ 17,624 updated 12d ago
open-source

Best for: Python developers building multi-turn agents that need persistent, queryable memory without database infrastructure overhead

Dev low

topskychen/tilde

Various

🐍 🏠 - Your AI agents' home directory — privacy-first MCP server for portable AI identity. Configure once, use everywhere. It supports profile management, skills, resume import, a

★ 3 updated 5mo ago
open-source

Best for: Developers building privacy-conscious multi-agent systems or personal AI assistants

Dev low

tosin2013/mcp-adr-analysis-server

Various

A sophisticated Model Context Protocol (MCP) server for analyzing Architectural Decision Records (ADRs) and providing deep architectural insights to AI agents.

★ 28 updated 18d ago
open-source

Best for: Developers and architects who want to integrate ADR analysis into AI-assisted workflows

Dev low

torrentclaw/torrentclaw-mcp

Various

🎖️ 📇 ☁️ - Search and discover movies and TV shows with torrent links, quality scoring, streaming availability, and cast/crew metadata.

open-source

Best for: Developers creating AI-powered media search or torrent aggregation tools

Dev low

Touchpoint-Labs/touchpoint

Various

Give your AI agent eyes and hands on any desktop — cross-platform accessibility API with MCP server

★ 37 updated 1mo ago
open-source

Best for: Developers building AI agents that need to observe and control desktop applications programmatically

Dev low

tponscr-debug/oracle-h-mcp

Various

tponscr-debug/oracle-h-mcp — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers building AI-powered tools that need to access Oracle H data or automate HR workflows

Dev low

tqiqbal/mcp-confluence-server

Various

🐍 - A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.

★ 3 updated 11mo ago
open-source

Best for: Developers needing to connect AI agents to on-premise Confluence Data Center instances

Dev low

trackerfitness729-jpg/sitelauncher-mcp-server

Various

MCP server for deploying live HTTPS websites via SiteLauncher. Instant subdomains or custom .xyz domains, paid with USDC on Base chain.

★ 0 updated 3mo ago
open-source

Best for: Developers who want to deploy sites quickly using cryptocurrency payments

Dev low

traceloop/opentelemetry-mcp-server

Various

Unified MCP server for querying OpenTelemetry traces across multiple backends (Jaeger, Tempo, Traceloop, etc.), enabling AI agents to analyze distributed traces for automated debug

★ 188 updated 1mo ago
open-source

Best for: Developers building AI agents for observability and distributed tracing

Dev low

trackmage/trackmage-mcp-server

Various

Model Context Protocol (MCP) server for TrackMage API integration, with support for 1600+ carriers worldwide. Enables AI assistants to track shipments, manage logistics, create ord

★ 2 updated 1y ago
open-source

Best for: Developers building logistics-aware AI assistants that need to track shipments across many carriers.

Dev low

Trade-Agent/trade-agent-mcp

Various

Guide to connect to Trade It's MCP server and trade stocks, crypto, and options

★ 53 updated 2mo ago
open-source

Best for: Developers who want to connect AI agents to live trading via Trade It's MCP server

Dev low

tradallo/reputation

Various

MCP server + TypeScript client + CLI for Tradallo's verified record protocol, query cryptographically-verified human + agent trading records.

★ 0 updated 1mo ago
open-source

Best for: Developers building trust layers for decentralized trading or agent-based systems

Dev low

TradeRouter/trade-router-mcp

Various

Non-custodial Solana swap & limit-order MCP server for AI agents. 21 tools (swap, limit, trailing, TWAP, DCA, combo orders) across Raydium, PumpSwap, Orca, Meteora. Jito MEV-protec

★ 2 updated 1mo ago
open-source

Best for: Developers integrating Solana DeFi trading capabilities into AI agents

Dev low

tradercjz/dolphindb-mcp-server

Various

dolphindb-mcp-server

★ 6 updated 2mo ago
open-source

Best for: Developers building AI agents that need to query DolphinDB time-series databases

Dev low

trading

agency.lona

AI-powered trading strategy development: backtesting, market data, and portfolio analysis

open-source

Best for: Developers building algorithmic trading systems who want an AI-augmented backtesting and analysis framework.

Dev low

transcribe-app/mcp-transcribe

Various

Add transcription tools to your AI-powered assistants.

★ 6 updated 2mo ago
open-source

Best for: Developers building voice-enabled AI assistants who need a basic, self-hosted transcription plugin.

Dev low

translated/lara-mcp

Various

🎖️ 📇 ☁️ - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.

★ 87 updated 18d ago
open-source

Best for: Developers building AI assistants or tools that need programmatic translation and language detection

Dev low

transloadit/node-sdk

Various

Transloadit's official Node.js SDK

★ 72 updated 12d ago
open-source

Best for: Node.js developers who need to integrate Transloadit's file processing capabilities into their server-side applications

Dev low

trayders/trayd-mcp

Various

Trade Robinhood via Claude Code - MCP Server

★ 27 updated 12d ago
open-source

Best for: Developers who want to trade Robinhood accounts using Claude Code's natural language interface.

Dev low

tresor4k/macalc-mcp

Various

The most comprehensive everyday calculator MCP server — 501 tools, 22 categories, 8 countries. Free, no API key.

★ 0 updated 1mo ago
open-source

Best for: Developers needing a comprehensive free calculator MCP server

Dev low

trilogy-group/aws-pricing-mcp

Various

An MCP server that exposes AWS EC2 pricing data with an option to search by CPU, RAM, networking

★ 21 updated 10mo ago
open-source

Best for: Developers building AI agents or tools that need to query AWS EC2 pricing dynamically

Dev low

trycourier/courier-mcp

Various

🎖️ 💬 ☁️ 🛠️ 📇 🤖 - Build multi-channel notifications into your product, send messages, update lists, invoke automations, all without leaving your AI coding space.

★ 1 updated 24d ago
open-source

Best for: Developers building notification systems within AI-assisted coding environments

Dev low

tstockham96/engram

Various

Universal memory layer for AI agents. Remember, recall, consolidate.

★ 39 updated 1mo ago
open-source

Best for: TypeScript developers building lightweight memory systems for AI agents

Dev low

TT-Wang/cortex-plugin

Various

A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons and decisions as markdown in your Obsidian vault, searches them with SQLite FTS5, and mine

★ 34 updated 27d ago
open-source

Best for: Developers using Claude Code who want long-term context stored in an Obsidian knowledge base

Dev low

TT-Wang/forge

Various

Turn Claude Code into a plan-execute-validate loop with parallel work, intelligent retry, and memory

★ 33 updated 24d ago
open-source

Best for: Developers who want to add loop, retry, and memory to Claude Code for multi-step coding tasks

Dev low

tuanle96/mcp-odoo

Various

MCP Server for Odoo

★ 328 updated 23d ago
open-source

Best for: Developers building AI agents or assistants that need to interact with Odoo ERP data and processes

Dev low

ttommyth/interactive-mcp

Various

Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent

★ 346 updated 6mo ago
open-source

Best for: Developers who want to maintain human oversight and control during AI-assisted coding sessions

Dev low

tuannvm/mcp-trino

Various

A high-performance Model Context Protocol (MCP) server for Trino implemented in Go.

★ 109 updated 12d ago
open-source

Best for: Developers who need to connect MCP-compatible AI tools to Trino data warehouses

Dev low

tufantunc/ssh-mcp

Various

MCP server exposing SSH control for Linux servers via Model Context Protocol.

★ 478 updated 5mo ago
open-source

Best for: Developers who need to give AI agents programmatic SSH access for managing Linux servers

Dev low

tubasasakunn/context-apps-mcp

Various

📇 🏠 🍎 🪟 🐧 - AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.

★ 6 updated 10mo ago
open-source

Best for: Developers who want a lightweight MCP integration between Claude and local productivity apps

Dev low

tumf/grafana-loki-mcp

Various

Grafana Loki MCP Repository

★ 26 updated 5mo ago
open-source

Best for: Developers who want to query Loki logs via AI assistants for debugging and monitoring

Dev low

tumf/mcp-shell-server

Various

A secure shell command execution server implementing the Model Context Protocol (MCP)

★ 175 updated 2mo ago
open-source

Best for: Developers who need a secure, auditable bridge for AI agents to run shell commands on servers

Dev low

tumf/mcp-text-editor

Various

🐍 🏠 - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

★ 190 updated 2mo ago
open-source

Best for: Developers building LLM-based coding assistants that need low-cost file editing

Dev low

tumf/web3-mcp

Various

🐍 ☁️ - An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereum, BSC, Polygon, Avalanche, and m

★ 5 updated 1y ago
open-source

Best for: Developers needing a quick MCP server to access on-chain data via Ankr

Dev low

tunedforai/x402-mcp

Various

stdio MCP wrapper for x402.tunedfor.ai — camelCase tool names, zero config, works everywhere

★ 0 updated 1mo ago
open-source

Best for: Developers building MCP-based integrations with x402.tunedfor.ai

Dev low

Turbo-Puffin/measure-mcp-server

Various

MCP server for Measure.events — connect AI agents to your web analytics

★ 1 updated 20d ago
open-source

Best for: Developers who want to give AI agents read access to web analytics data via the Model Context Protocol.

Dev low

tverney/mcp-agent-memory

Various

MCP that brings persistent agent memory to Kiro, Claude Desktop, Cursor, and any MCP client — powered by agent-memory-daemon 🧠

★ 3 updated 21d ago
open-source

Best for: Developers using MCP clients who need persistent agent memory across sessions

Dev low

twelvedata/mcp

Various

Twelve Data MCP (Model Context Protocol) Server provides seamless, real-time access to financial market data via WebSocket, enabling reliable streaming of price quotes, market metr

★ 66 updated 7mo ago
open-source

Best for: Developers building real-time financial analytics or trading tools who already use or can adopt the Model Context Protocol.

Dev low

TwelveTake-Studios/reaper-mcp

Various

🐍 🏠 🍎 🪟 🐧 - MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, MIDI composition, and full music production with 129 tools

★ 15 updated 6mo ago
open-source

Best for: Developers and power users who want to control REAPER programmatically via AI assistants

Dev low

twtrubiks/odoo19-mcp-server

Various

MCP Server for Odoo 19 using JSON-2 API, built with FastMCP

★ 2 updated 2mo ago
open-source

Best for: Python developers experimenting with MCP integration for Odoo 19.

Dev low

txn2/kubefwd

Various

Bulk port forwarding Kubernetes services for local development.

★ 4,109 updated 15d ago
open-source

Best for: Developers who need quick local access to multiple Kubernetes services during development

Dev low

TylerIlunga/procore-mcp-server

Various

MCP server exposing the full Procore REST API for Claude Desktop and Claude Code

★ 2 updated 1mo ago
open-source

Best for: Developers integrating Procore with Claude for construction project management and automation

Dev low

TyKolt/kremis

Various

A minimal graph engine for grounded AI — records, associates, and retrieves, but never invents. Written in Rust.

★ 12 updated 19d ago
open-source

Best for: Developers needing a simple, deterministic graph store for grounded AI applications.

Dev low

udjin-labs/mnemostack

Various

Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.

★ 4 updated 26d ago
open-source

Best for: Developers building AI agents that need durable, hybrid memory with flexible retrieval

Dev low

ujisati/anki-mcp

Various

the best anki mcp

★ 6 updated 1y ago
open-source

Best for: Developers building AI study tools that need to programmatically manage Anki flashcards

Dev low

ukkit/memcord

Various

🧠 Privacy-first MCP server for AI memory management. Save, search & organize chat history with intelligent summarization.

★ 66 updated 26d ago
open-source

Best for: Developers building privacy-conscious AI agents that need persistent memory

Dev low

UnitVectorY-Labs/mcp-graphql-forge

Various

A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.

★ 4 updated 14d ago
open-source

Best for: Developers building MCP-based agents that need controlled, intentional access to GraphQL APIs

Dev low

unibaseio/membase-mcp

Various

A lightweight decentralized memory gateway that connects AI agents to Membase for persistent, verifiable multi-session memory.

★ 18 updated 1y ago
open-source

Best for: Developers building AI agents that need decentralized, persistent, and verifiable multi-session memory

Dev low

universalamateur/reclaim-mcp-server

Various

UNOFFICIAL & UNAFFILIATED – Not endorsed by Reclaim.ai. MCP server enabling Claude and GitLab Duo to manage Reclaim.ai tasks, habits, calendar events, and focus time via natural la

★ 3 updated 3mo ago
open-source

Best for: Developers wanting AI-driven Reclaim.ai automation

Dev low

unixlamadev-spec/aiprox-mcp

Various

MCP server for AIProx — discover, hire, and pay autonomous AI agents via Bitcoin Lightning, Solana USDC, or Base x402

★ 0 updated 2mo ago
open-source

Best for: Developers building decentralized agent marketplaces or needing to pay autonomous agents via cryptocurrency.

Dev low

UnMarkdown/mcp-server

Various

MCP server for the Unmarkdown API: Convert markdown, manage documents, publish pages

★ 0 updated 3mo ago
open-source

Best for: Developers building AI agents that need to convert or publish markdown content via the Unmarkdown API

Dev low

untitledfinancial/dpx-mcp

Various

MCP server for DPX — AI intelligence oracle and institutional cross-border settlement rail via Base mainnet

★ 0 updated 26d ago
open-source

Best for: Developers building AI agents that need on-chain oracle data and settlement on Base mainnet

Dev low

up2itnow0822/clawpay-mcp

Various

Non-custodial x402 MCP payment layer for AI agents — the open-source alternative to Vercel x402-mcp

★ 4 updated 25d ago
open-source

Best for: Developers building AI agents that need a self-hosted, non-custodial payment layer for pay-per-use interactions.

Dev low

UPinar/contrastapi

Various

MCP server with 53 security intelligence tools — CVE/KEV, MITRE ATLAS+D3FEND, Sigma detection rules, email security posture (SPF/DMARC), domain & web intel, threat intel.

★ 28 updated 12d ago
open-source

Best for: Developers building security automation pipelines who need a unified API for threat intelligence and vulnerability data

Dev low

upstash/context7

Various

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

★ 56,548 updated 12d ago
open-source

Best for: Teams using AI code editors who need their LLMs to reference accurate, current codebase documentation without hallucination.

Dev low

urbanmorph/mdshare

Various

Share and collaborate on local markdown files via shareable links

★ 3 updated 18d ago
open-source

Best for: Developers needing a quick, ephemeral way to share local markdown files with a small team.

Dev low

urlbox/urlbox-mcp-server

Various

An MCP server to allow claude and other LLM's to take screenshots using Urlbox.

★ 3 updated 7mo ago
open-source

Best for: Developers building LLM agents that need on-demand webpage screenshots

Dev low

urldna/mcp

Various

urlDNA MCP server

★ 7 updated 1mo ago
open-source

Best for: Developers building AI assistants or chatflows that need on-the-fly URL reputation checks

Dev low

UseJunior/safe-docx

Various

Safe DOCX suite: docx-primitives, docx-comparison, safe-docx MCP server

★ 30 updated 13d ago
open-source

Best for: Developers building custom DOCX generation or comparison features into TypeScript applications or AI agent workflows

Dev low

User0856/snaprender-mcp

Various

Official integrations for SnapRender Screenshot API — MCP server, SDKs, OpenClaw, ChatGPT Actions, Postman

★ 1 updated 1mo ago
open-source

Best for: Developers building AI agents that need on-demand webpage screenshots via MCP-compatible tools

Dev low

userad/didlogic_mcp

Various

🐍 ☁️ - An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations.

★ 3 updated 8mo ago
open-source

Best for: Developers using DIDLogic who want to automate telephony resource management through MCP

Dev low

utapyngo/sentry-mcp-rs

Various

Fast and minimal Sentry MCP server written in Rust

★ 9 updated 2mo ago
open-source

Best for: Developers who need a lightweight MCP server for Sentry integration

Dev low

utensils/mcp-nixos

Various

MCP-NixOS - Model Context Protocol Server for NixOS resources

★ 656 updated 17d ago
open-source

Best for: Developers using AI assistants who need quick access to NixOS configuration and package information.

Dev low

V0v1kkk/DotNetMetadataMcpServer

Various

A Model Context Protocol (MCP) server that provides detailed type information from .NET projects for AI coding agents.

★ 26 updated 3mo ago
open-source

Best for: Developers building AI-assisted tooling for .NET codebases

Dev low

vakharwalad23/google-mcp

Various

Collection of Google-native tools (e.g., Gmail, Calendar) for the MCP

★ 18 updated 2mo ago
open-source

Best for: Developers building MCP-based AI agents that need direct access to Google Workspace tools

Dev low

var-gg/mcp

Various

🚀 Project Meta Management MCP - Manage standard variable names and constants per project and integrate with LLM through Model Context Protocol

★ 4 updated 7mo ago
open-source

Best for: Developers who want to enforce consistent naming conventions in LLM-assisted development workflows

Dev low

valado/pantheon-mcp

Various

A collection of AI agents

★ 8 updated 8mo ago
open-source

Best for: Developers exploring multi-agent architectures with TypeScript

Dev low

vassiliylakhonin/agenda-intelligence-md

Various

Agenda Intelligence — product runtime + evidence-discipline layer for strategic intelligence agents. Four surfaces (MCP, HTTP, A2A, Cloudflare Worker) over one core service layer.

★ 4 updated 12d ago
open-source

Best for: Developers building strategic intelligence agents that require evidence discipline and multi-surface deployment

Dev low

varun29ankuS/shodh-memory

Various

Cognitive memory for AI agents — learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.

★ 215 updated 12d ago
open-source

Best for: Developers building offline AI agents that require adaptive, self-maintaining memory

Dev low

vatnode/vatnode-mcp

Various

Official Model Context Protocol (MCP) server for vatnode — EU VAT validation, rates, and format checks for AI agents (Claude, Cursor, ChatGPT).

★ 0 updated 18d ago
open-source

Best for: Developers building AI assistants that need to validate EU VAT numbers or retrieve VAT rates

Dev low

vasayxtx/mcp-prompt-engine

Various

MCP Prompt Engine

★ 17 updated 2mo ago
open-source

Best for: Developers exploring MCP-based prompt serving in Go projects

Dev low

vasylenko/claude-desktop-extension-bear-notes

Various

MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool

★ 195 updated 16d ago
open-source

Best for: Developers and power users who want to query or write Bear notes from AI assistants like Claude.

Dev low

vaulted-fyi/vaulted-mcp-server

Various

vaulted-fyi/vaulted-mcp-server — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 1mo ago
open-source

Best for: Developers who already use HashiCorp Vault and want to give MCP-compatible agents controlled access to secrets

Dev low

vbhjckfd/timetable-api-node

Various

NodeJS version of lad.lviv.ua API

★ 2 updated 13d ago
open-source

Best for: Developers who need a quick Node.js client for the lad.lviv.ua timetable API

Dev low

vdalhambra/axiom-calculator-mcp

Various

Personal finance calculators for Claude and AI agents — mortgage, compound interest, FIRE, loan comparison, debt payoff. Zero API keys.

★ 0 updated 1mo ago
open-source

Best for: Claude users and AI agent developers needing quick in-context financial calculations

Dev low

vdalhambra/financekit-mcp

Various

Financial Market Intelligence MCP Server — stock quotes, technical analysis, crypto data, and portfolio insights for AI agents

★ 4 updated 1mo ago
open-source

Best for: Developers building AI agents that need real-time or analytical financial market data

Dev low

vdalhambra/siteaudit-mcp

Various

Instant SEO, performance, and security audits for any URL — an MCP server for AI agents

★ 3 updated 1mo ago
open-source

Best for: AI agent developers needing quick, combined site audits without managing multiple APIs

Dev low

vectara/vectara-mcp

Various

Open source MCP server for Vectara

★ 26 updated 1mo ago
open-source

Best for: Developers who use Vectara and want to connect it to MCP-compatible AI agents or tools

Dev low

vdmeu/registrum-mcp

Various

MCP server for the Registrum Companies House API

★ 0 updated 3mo ago
open-source

Best for: Developers building MCP-based AI assistants that need on-demand access to UK company information.

Dev low

veelenga/claude-mermaid

Various

MCP Server to previewing mermaid diagrams with live reload

★ 154 updated 16d ago
open-source

Best for: Developers who want real-time Mermaid diagram previews inside an AI assistant

Dev low

vectorize-io/hindsight

Various

Hindsight: Agent Memory That Learns

★ 15,407 updated 12d ago
open-source

Best for: Developers building stateful agents that need to learn and adapt from experience over multiple interactions

Dev low

vectorize-io/vectorize-mcp-server

Various

Official Vectorize MCP Server

★ 108 updated 1mo ago
open-source

Best for: Developers building AI agents that need persistent vector memory

Dev low

velvetway/minreestr-mcp

Various

MCP-сервер для Claude, который ищет российское ПО в каталогпо.рф (26 000+ продуктов). Подбор отечественных аналогов, продукты с сертификатами ФСТЭК/ФСБ, список производителей — пря

★ 6 updated 1mo ago
open-source

Best for: Developers needing to quickly find compliant Russian software for government or enterprise projects

Dev low

VENTURE-AI-LABS/cryptodataapi-mcp

Various

📇 ☁️ - Real-time crypto market data for AI agents — market health scores, derivatives, funding rates, ETF flows, cycle indicators, and 100+ endpoints via CryptoDataAPI.

★ 0 updated 3mo ago
open-source

Best for: Developers building AI agents that need real-time crypto market data

Dev low

vercel/next-devtools-mcp

Various

Next.js Development for Coding Agent

★ 763 updated 12d ago
open-source

Best for: Developers using AI coding agents to automate Next.js development and debugging tasks.

Dev low

verIdyia/autoeq-mcp

Various

MCP server for AutoEQ headphone equalization database — search, compare, and get EQ settings for 8800+ headphones/IEMs

★ 3 updated 2mo ago
open-source

Best for: Developers and audiophiles who want to programmatically retrieve headphone EQ settings within MCP-based toolchains

Dev low

VeriTeknik/pluggedin-mcp-proxy

Various

Plugged.in MCP Server manages all your other MCPs in one MCP.

★ 130 updated 1mo ago
open-source

Best for: Developers who need to unify multiple MCP servers into one manageable endpoint

Dev low

veroq-ai/veroq-mcp

Various

Production-ready MCP server for VEROQ — 52 tools for financial intelligence. Ask, verify, search, price, screen, and more.

★ 2 updated 2mo ago
open-source

Best for: Developers building AI tools that need structured financial data via MCP

Dev low

VertexStudio/developer

Various

🦀 🏠 🍎 🪟 🐧 - Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities

★ 20 updated 11mo ago
open-source

Best for: Developers who want a lightweight, cross-platform utility for file editing, shell commands, and screen capture.

Dev low

vespo92/OPNSenseMCP

Various

MCP Server for OPNSense to act as IaC proxy

★ 52 updated 21d ago
open-source

Best for: Developers managing OPNSense firewalls who want to use AI assistants for infrastructure tasks.

Dev low

vessel-api/vesselapi-mcp

Various

Model Context Protocol server providing tools to access VesselAPI endpoints

★ 0 updated 21d ago
open-source

Best for: Developers building MCP‑based AI agents that need programmatic access to web data or browser automation via VesselAPI

Dev low

vezlo/src-to-kb

Various

Convert source code to LLM ready knowledge base

★ 33 updated 5mo ago
open-source

Best for: Developers who need a quick, no-fuss way to package source code for LLM-based code review or documentation tasks

Dev low

VictoriaMetrics-Community/mcp-victorialogs

Various

The implementation of Model Context Protocol (MCP) server for VictoriaLogs.

★ 78 updated 17d ago
open-source

Best for: Developers using VictoriaLogs who want AI-assisted log querying.

Dev low

video-creator/ffmpeg-mcp

Various

Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback,clip, overlay, co

★ 134 updated 24d ago
open-source

Best for: Developers building AI-assisted video editing workflows or integrating video operations into MCP-based tools

Dev low

video-edit-mcp

Various

🐍 🏠 🍎 🪟 - Comprehensive video and audio editing MCP server with advanced operations including trimming, merging, effects, overlays, format conversion, audio processing, YouTube

★ 22 updated 10mo ago
open-source

Best for: Developers building AI-driven video editing pipelines within the MCP ecosystem

Dev low

vighriday/Veris

Various

Behavioral Verification Infrastructure — MCP-native intelligence layer for autonomous software correctness. 17 MCP tools, semantic workflow grouping, drift detection, counterfactua

★ 0 updated 25d ago
open-source

Best for: Developers building autonomous systems who need local, open-source behavioral verification tools.

Dev low

vikramgorla/mcp-swiss

Various

Swiss open data MCP server — transport, weather, geodata, companies, etc,. Zero API keys.

★ 14 updated 19d ago
open-source

Best for: Developers building AI tools that require official Swiss open data with minimal setup.

Dev low

VikrantSingh01/adaptive-cards-mcp

Various

AI-powered Adaptive Card MCP server — 9 tools for generating, validating, optimizing cards for Teams, Outlook, Copilot, ChatGPT. npm: adaptive-cards-mcp

★ 27 updated 12d ago
open-source

Best for: Developers building AI assistants that need to output Adaptive Cards for Microsoft platforms

Dev low

vinaybhosle/agentstamp

Various

🔏 Trust verification for AI agents — Ed25519 stamps, trust scoring (0-100), x402 micropayments, 14 MCP tools. Free tier.

★ 0 updated 2mo ago
open-source

Best for: Developers building trust-layer mechanisms for autonomous AI agents

Dev low

Vincentwei1021/agent-toolbox

Various

Vincentwei1021/agent-toolbox — indexed from awesome-mcp-servers-punkpeye

★ 3 updated 3mo ago
open-source

Best for: Developers who want a simple, TypeScript-based index of MCP servers from the awesome-mcp-servers list

Dev low

vinkius-labs/mcp-fusion

Various

MCP Fusion - The TypeScript framework for secure MCP servers.

★ 253 updated 17d ago
open-source

Best for: Developers building secure, custom MCP servers in TypeScript.

Dev low

ViperJuice/mcp-gateway

Various

MCP Gateway - A meta-server for minimal Claude Code tool bloat with progressive disclosure

★ 10 updated 12d ago
open-source

Best for: Developers using Claude Code who want a minimal, organized tool environment

Dev low

vitorpavinato/ncbi-mcp-server

Various

🐍 ☁️ 🏠 - Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batch processing for all life scie

★ 9 updated 11mo ago
open-source

Best for: Life science researchers and developers building AI tools for literature mining

Dev low

virtualsms-io/mcp-server

Various

SMS verification MCP server — real SIM phone numbers across 145+ countries and 2000+ services for AI agents. Ranked #1 in both ChatGPT and Perplexity SMS verification MCP categorie

★ 3 updated 1mo ago
open-source

Best for: Developers building AI agents that need programmatic SMS verification across many countries

Dev low

vitrine3d/mcp

Various

vitrine MCP server — manage 3D product viewers, scenes, and embeds from AI agents

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need to programmatically manage 3D product visualizations and embeds

Dev low

vivek081166/japan-utils-mcp

Various

MCP server exposing Japan-specific utilities (era conversion, romaji, holidays, postal codes, kana, name split) to AI agents.

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need programmatic access to Japanese language and locale utilities

Dev low

vkhanhqui/figma-mcp-go

Various

Figma MCP for free users — no rate limits, full read/write, text to designs, designs to code

★ 1,009 updated 1mo ago
open-source

Best for: Developers who need unrestricted Figma API access for automation without paying for a premium plan

Dev low

vivekvells/mcp-pandoc

Various

MCP server for document format conversion using pandoc.

★ 544 updated 9mo ago
open-source

Best for: Developers building MCP-based AI agents that need reliable document format conversion

Dev low

VmLia/books-mcp-server

Various

This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.

★ 6 updated 1y ago
open-source

Best for: Developers who need a simple, MCP-compatible book query server for use in AI assistants or knowledge tools.

Dev low

Vovala14/vynly-mcp

Various

MCP server for Vynly — the AI-only social feed. Post, read, search, and spark from any MCP-aware agent.

★ 1 updated 18d ago
open-source

Best for: Developers building MCP agents that need to interact with an AI-only social feed

Dev low

VrtxOmega/Ollama-Omega

Various

Sovereign Ollama Bridge — MCP server for local and cloud Ollama models. Generated by Qwen 3.5 397B.

★ 2 updated 1mo ago
open-source

Best for: Developers who need to use Ollama models with MCP-compatible tools or agents

Dev low

VSCode Devtools

Various

VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs

★ 214 updated 2mo ago
open-source

Best for: Developers building LLM-powered code analysis and refactoring tools

Dev low

VrtxOmega/omega-brain-mcp

Various

Standalone MCP server — cross-session memory, 10-gate VERITAS build pipeline, cryptographic audit ledger, Cortex approval gate. Two files, one dependency.

★ 4 updated 1mo ago
open-source

Best for: Developers building secure, auditable MCP servers with persistent memory

Dev low

W3Ship/w3ledger-mcp-server

Various

W3Ship/w3ledger-mcp-server — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 3mo ago
open-source

Best for: Developers building MCP-based workflows that need to read or write data to W3Ledger.

Dev low

W3Ship/w3ship-mcp-server

Various

W3Ship/w3ship-mcp-server — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 3mo ago
open-source

Best for: Developers exploring MCP server implementations in JavaScript, particularly for logistics or shipping domains

Dev low

wanaku-ai/wanaku

Various

Wanaku MCP Router

★ 117 updated 12d ago
open-source

Best for: Developers building MCP-based AI pipelines who need a lightweight Java router.

Dev low

WayStation-ai/mcp

Various

The only MCP Server you need. Connect any MCP host with the tools you use daily through our no-code, secure integration hub.

★ 52 updated 9mo ago
open-source

Best for: Developers who need quick, secure connections between MCP hosts and common tools without writing integration code.

Dev low

wazionapps/mcp-server

Various

WAzion MCP Server - Connect AI agents to WhatsApp via WAzion API. Smart copilot, 24/7 automation, mass marketing.

★ 1 updated 2mo ago
open-source

Best for: Developers needing a quick JavaScript bridge to connect AI agents with WhatsApp automation and marketing.

Dev low

wazionapps/nexo

Various

NEXO Brain — Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Cla

★ 22 updated 12d ago
open-source

Best for: Developers building local, memory-enhanced multi-agent systems that need trust and forgetting

Dev low

wd041216-bit/free-web-search-ultimate

Various

Search infrastructure for AI agents: free by default, MCP-ready, LLM-context aware, and production-grade when needed.

★ 6 updated 1mo ago
open-source

Best for: Developers building AI agents that require web search with MCP support

Dev low

weaviate/mcp-server-weaviate

Various

MCP (Model Context Protocol) server for Weaviate

★ 162 updated 18d ago
open-source

Best for: Developers building AI agents that need to query or manage vector databases via Weaviate

Dev low

webaesbyamin/agent-receipts

Various

Cryptographic receipts for AI agent actions. MCP server, SDK, CLI, and dashboard. Local-first, zero infrastructure.

★ 0 updated 2mo ago
open-source

Best for: Developers building accountable AI agents who need verifiable action logs

Dev low

webcoderz/MCP-Geo

Various

Geocoding MCP server with GeoPY!

★ 32 updated 1y ago
open-source

Best for: Developers who need basic geocoding functionality in MCP-based AI tools and prefer a lightweight Python solution.

Dev low

webdriverio/mcp

Various

A Model Context Protocol (MCP) server that enables AI assistants to interact with web browsers and mobile applications using WebDriverIO. Automate Chrome browsers, iOS apps, and An

★ 28 updated 17d ago
open-source

Best for: Developers building AI agents that need to automate web and mobile testing through a single interface

Dev low

webpeel/webpeel

Various

The web data layer for AI agents — fetch, search, crawl, extract, screenshot, and monitor the web with 50+ domain extractors and MCP.

★ 9 updated 15d ago
open-source

Best for: Developers building AI agents that need to programmatically access and parse web data from common domains

Dev low

webscraping-ai/webscraping-ai-mcp-server

Various

A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities.

★ 42 updated 1mo ago
open-source

Best for: Developers building MCP-based AI applications that need reliable, API-driven web scraping

Dev low

Webvizio/mcp

Various

Webvizio MCP Server - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI co

★ 5 updated 5mo ago
open-source

Best for: Teams using AI coding assistants that want to automate bug report processing from web applications.

Dev low

wegotdocs/open-mcp

Various

📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org

★ 354 updated 12d ago
open-source

Best for: Developers who need to rapidly expose web APIs as MCP servers without writing custom code

Dev low

wei9072/aegis

Various

wei9072/aegis — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 1mo ago
open-source

Best for: Developers researching MCP servers in early stages when documentation is sparse.

Dev low

weibaohui/k8m

Various

一款轻量级、跨平台的 Mini Kubernetes AI Dashboard,支持大模型+智能体+MCP(支持设置操作权限),集成多集群管理、智能分析、实时异常检测等功能,支持多架构并可单文件部署,助力高效集群管理与运维优化。

★ 826 updated 14d ago
open-source

Best for: Kubernetes operators and SREs who want a lightweight, AI-enhanced dashboard with permission management for multi-cluster environments.

Dev low

wenb1n-dev/mysql_mcp_server_pro

Various

Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼!更加好用!不仅止于mysql的增删改查功能; 还包含了数据库异常分析能力;且便于开发者们进行个

★ 245 updated 9mo ago
open-source

Best for: Developers needing secure MySQL access with anomaly detection in MCP environments

Dev low

wenb1n-dev/SmartDB_MCP

Various

Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB,DM8,Oracle,not only provides basic database connection such as OAuth 2.0 authentication , health

★ 84 updated 9mo ago
open-source

Best for: Developers needing a unified MCP server to manage and monitor multiple relational databases through a single interface

Dev low

wende/cicada

Various

AI Coders search blindly. Be their guide.

★ 37 updated 3mo ago
open-source

Best for: Developers building or extending AI coding agents who need a simple way to inject search direction.

Dev low

wenerme/wener-mssql-mcp

Various

Wener Node, Bun, NestJS, React Utils, Hooks & Demos

★ 65 updated 1mo ago
open-source

Best for: Developers building AI agents that need live, structured querying against Microsoft SQL Server databases.

Dev low

wenhuwang/mcp-k8s-eye

Various

MCP Server for kubernetes management and diagnose your cluster and applications

★ 28 updated 1y ago
open-source

Best for: Developers who want to manage and diagnose Kubernetes clusters via MCP-enabled tools.

Dev low

Whatsonyourmind/oraclaw

Various

Deterministic decision-intelligence MCP server for AI agents — 17 tools, 21 algorithms (LinUCB, HiGHS LP/MIP, PageRank, Monte Carlo, CMA-ES, conformal). Sub-25ms. Zero LLM cost. AA

★ 8 updated 12d ago
open-source

Best for: Developers building deterministic, low-latency decision agents in TypeScript

Dev low

whdrnr2583-cmd/koreanpulse

Various

English-first Korean equity intelligence MCP — DART filings, foreign-holder 5%-rule flows, activist filings, KRX news. For Claude Desktop / Cursor / FastMCP trading agents.

★ 2 updated 17d ago
open-source

Best for: Developers building AI agents that need English-readable Korean stock market data.

Dev low

whdrnr2583-cmd/token-meter

Various

whdrnr2583-cmd/token-meter — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 17d ago
open-source

Best for: Developers needing basic token usage tracking within MCP-compatible environments.

Dev low

WhenLabs-org/when

Various

Six tools. One install. The WhenLabs developer toolkit.

★ 1 updated 12d ago
open-source

Best for: Developers curious about emerging TypeScript-based toolkits who are willing to experiment with unproven software.

Dev low

whiteknightonhorse/APIbase

Various

Universal MCP gateway for AI agents — 618 tools, 191 providers. Bloomberg FIGI, SEC XBRL, npm, PyPI, climate, US Census, Congress, FEMA, SAM.gov, EPA, USNO, exercises, email verifi

★ 6 updated 17d ago
open-source

Best for: Developers building AI agents that need on-demand access to diverse public and financial APIs

Dev low

whw23/searxng-http-mcp

Various

A zero-install, cloud-hosted SearXNG MCP server over HTTP — no local runtime required.

★ 4 updated 15d ago
open-source

Best for: Developers seeking a lightweight, hosted search API for prototyping or lightweight integrations

Dev low

whynowlab/jarvis-orb

Various

See AI thinking in real time — 3D orb that visualizes Claude Code reasoning. Free, open-source MCP server

★ 6 updated 1mo ago
open-source

Best for: Developers using Claude Code who want to see and understand its reasoning process in real time.

Dev low

whyy9527/ariadne

Various

Cross-service API dependency graph for Spring Boot + TypeScript microservice stacks. CLI + MCP server for Claude Code, Cursor, Windsurf. Offline static analysis over GraphQL, REST,

★ 0 updated 18d ago
open-source

Best for: Developers maintaining Spring Boot + TypeScript microservice architectures who want tool-assisted dependency insight.

Dev low

willianpinho/large-file-mcp

Various

MCP Server for efficient large file operations in AI development workflows — chunk reading, smart search, replace

★ 13 updated 26d ago
open-source

Best for: Developers building AI agents that need to efficiently manipulate large text files within MCP-enabled environments

Dev low

willvelida/mcp-afl-server

Various

This is a Model Context Protocol (MCP) server that provides AFL (Australian Football League) data from Squiggle API.

★ 15 updated 6mo ago
open-source

Best for: Developers building MCP-compatible AI agents that require Australian rules football data

Dev low

windborne/zulipmcp

Various

Run AI agents in Zulip as @mentionable bots — or wire into any MCP client.

★ 9 updated 12d ago
open-source

Best for: Developers who want to add AI agents to Zulip or bridge Zulip with MCP-compatible tools

Dev low

WiseVision/mcp_server_ros_2

Various

Advanced MCP Server ROS 2 bridging AI agents straight into robotics

★ 78 updated 1mo ago
open-source

Best for: Developers connecting MCP-compatible AI agents to real ROS 2 robots

Dev low

wishfinity/wishfinity-mcp-plusw

Various

📇 ☁️ 🏠 - Universal wishlist for AI shopping experiences. Save any product URL from any store to a wishlist. Works with Claude, ChatGPT, LangChain, n8n, and any MCP client.

★ 0 updated 3mo ago
open-source

Best for: Developers building AI shopping assistants or wishlist management systems

Dev low

wklee610/kafka-mcp

Various

MCP Server for Apache Kafka

★ 11 updated 3mo ago
open-source

Best for: Developers building AI agent workflows that need a lightweight Kafka interface via MCP

Dev low

wn01011/llm-token-tracker

Various

Token usage tracker for OpenAI and Claude APIs with MCP support. Pass accurate API costs to your users.

★ 3 updated 6mo ago
open-source

Best for: Developers who need basic, accurate token cost tracking for OpenAI and Claude with MCP support

Dev low

Wolfe-Jam/claude-faf-mcp

Various

Persistent Project Context for Claude — IANA-registered .faf format · 32 tools + 1 prompt · MCP Registry #2759

★ 17 updated 12d ago
open-source

Best for: Developers managing persistent context for Claude projects.

Dev low

Wolfe-Jam/faf-mcp

Various

Persistent Project Context for Cursor, IDEs and VS Code — IANA-registered .faf format · 25 tools

★ 3 updated 12d ago
open-source

Best for: Developers using Cursor or VS Code who need a standardized way to persist and share project context.

Dev low

Wolido/OpenAaaS

Various

OpenAaaS: science agent network — bring AI to your data, not your data to AI. AaaS, Agent as a Service, MCP protocol, local execution, Docker sandbox, zero-config Rust nodes.

★ 19 updated 12d ago
open-source

Best for: Scientists and researchers who need privacy-preserving AI agent networks on local data

Dev low

wonderwhy-er/DesktopCommanderMCP

Various

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

★ 6,097 updated 12d ago
open-source

Best for: Developers who want to give Claude direct access to their development environment for automation

Dev low

wong2/mcp-cli

Various

A CLI inspector for the Model Context Protocol

★ 436 updated 1mo ago
open-source

Best for: Developers debugging or verifying MCP-based integrations

Dev low

Woobox/hatchable-mcp

Various

Hosted full-stack app platform. Creates a Postgres database, deploys API functions, and serves static sites from any MCP client. OAuth 2.1 + PKCE with DCR; bearer fallback. Free ti

★ 0 updated 1mo ago
open-source

Best for: Developers needing a quick full-stack deployment with OAuth from MCP clients

Dev low

Wooonster/hocr_mcp_server

Various

🐍 🏠 – A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.

★ 2 updated 10mo ago
open-source

Best for: Researchers and students needing to digitize handwritten math into LaTeX

Dev low

wooxogh/adr-mcp-setup

Various

wooxogh/adr-mcp-setup — indexed from awesome-mcp-servers-punkpeye

★ 2 updated 2mo ago
open-source

Best for: Developers exploring ADR integration with MCP in early-stage or experimental projects

Dev low

Wopee-io/wopee-mcp

Various

Wopee-io/wopee-mcp — indexed from awesome-mcp-servers-punkpeye

★ 3 updated 1mo ago
open-source

Best for: Developers exploring MCP server implementations or needing a lightweight TypeScript reference

Dev low

workopia/workopia-mcp

Various

Workopia MCP Server — free job search, resume builder & career advice for Claude, ChatGPT, Cursor.

★ 7 updated 14d ago
open-source

Best for: Developers and job seekers who want to search for jobs and manage resumes directly within their AI assistant.

Dev low

Work90210/APIFold

Various

Turn any REST API into an MCP server. No code required.

★ 6 updated 19d ago
open-source

Best for: Developers who need a fast, no‑code way to make REST APIs available as MCP servers.

Dev low

wowinter13/solscan-mcp

Various

An MCP server for querying Solana transactions using natural language with Solscan API

★ 41 updated 10mo ago
open-source

Best for: Developers who want to query Solana blockchain data using natural language within an MCP-enabled environment

Dev low

WRG-11/wrg-sigma-rules

Various

Sigma detection rule writing, validation, and conversion for Claude Code -- LLM-assisted + pySigma + multi-backend (Splunk, Elastic, Kibana, Wazuh). 61 production rules + 3 MCP too

★ 0 updated 12d ago
open-source

Best for: Security engineers and detection engineers who want to accelerate Sigma rule creation and conversion using LLM assistance.

Dev low

ws-mcp

Various

Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))

★ 20 updated 8mo ago
open-source

Best for: Developers building agents with Kibitz that need to connect MCP servers via WebSocket

Dev low

wso2/fhir-mcp-server

Various

FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server.

★ 122 updated 15d ago
open-source

Best for: Developers building AI tools that need structured healthcare data access

Dev low

Wuye-AI/mcp-server-wuye-ai

Various

CRIC物业AI MCP Server

★ 4 updated 2mo ago
open-source

Best for: Developers building AI assistants for CRIC property management

Dev low

wyattjoh/calendar-mcp

Various

MCP server for accessing macOS Calendar events

★ 1 updated 10mo ago
open-source

Best for: Developers building MCP-based tools that need to read macOS Calendar events

Dev low

wyattjoh/imessage-mcp

Various

A Model Context Protocol server for reading iMessage data from macOS.

★ 27 updated 3mo ago
open-source

Best for: macOS developers building local AI tools that need read access to iMessage conversations.

Dev low

wyattjoh/jmap-mcp

Various

A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client li

★ 171 updated 17d ago
open-source

Best for: Developers building AI agents that need to interact with JMAP email servers

Dev low

wyattjoh/jsr-mcp

Various

Model Context Protocol server for the JSR (JavaScript Registry)

★ 2 updated 5mo ago
open-source

Best for: Developers building MCP-integrated agents or tools that need to query the JavaScript Registry.

Dev low

x402-index/x402search-mcp

Various

Search 13,000+ x402-enabled APIs from your AI agent. Powered by x402search.xyz

★ 1 updated 2mo ago
open-source

Best for: Developers building AI agents that need to discover and use x402-compatible APIs

Dev low

Wynelson94/longhand

Various

Lossless local memory for Claude Code. The full, unabbreviated version. Every tool call, every file edit, every thinking block — stored verbatim on your machine. Persistent memory

★ 10 updated 15d ago
open-source

Best for: Developers who need complete, token-free logs of Claude Code sessions

Dev low

x51xxx/codex-mcp-tool

Various

📇 ☁️ - MCP server that connects your IDE or AI assistant to Codex CLI for code analysis and editing with support for multiple models (gpt-5-codex, o3, codex-1)

★ 21 updated 1mo ago
open-source

Best for: Developers using Codex CLI who want to integrate it into their IDE via the Model Context Protocol

Dev low

x51xxx/copilot-mcp-server

Various

MCP server for GitHub Copilot CLI integration

★ 3 updated 6mo ago
open-source

Best for: Developers experimenting with MCP-based extensions for GitHub Copilot CLI

Dev low

xcodebuild

Various

MCP tool for building Xcode iOS workspace/project and feeding back error to LLMs.

★ 84 updated 10mo ago
open-source

Best for: Developers using AI assistants to build and debug iOS apps within an MCP-based environment

Dev low

XeroAPI/xero-mcp-server

Various

An MCP server that integrates with the MCP protocol. https://modelcontextprotocol.io/introduction

★ 294 updated 18d ago
open-source

Best for: Developers building AI agents that need to access Xero accounting data

Dev low

xexr/mcp-libsql

Various

Secure MCP server for libSQL databases with comprehensive tools, connection pooling, and transaction support. Built with TypeScript for Claude Desktop, Claude Code, Cursor, and oth

★ 21 updated 1y ago
open-source

Best for: Developers using Claude or Cursor who need to interact with libSQL databases

Dev low

XGenerationLab/xiyan_mcp_server

Various

A Model Context Protocol (MCP) server that enables natural language queries to databases

★ 236 updated 4mo ago
open-source

Best for: Developers who want to add natural language database querying to MCP-based AI assistants or tools

Dev low

xing5/mcp-google-sheets

Various

This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.

★ 884 updated 30d ago
open-source

Best for: Developers building AI agents or MCP servers that need to automate Google Sheets tasks

Dev low

XixianLiang/HarmonyOS-mcp-server

Various

MCP server for manipulating HarmonyOS next devices.

★ 33 updated 9mo ago
open-source

Best for: Developers needing a simple MCP bridge to script or control HarmonyOS Next devices

Dev low

XJTLUmedia/Context-First-MCP

Various

📇 ☁️ 🏠 🍎 🪟 🐧 - Session memory, context health monitoring, reasoning quality, and truthfulness verification MCP server with 37 tools and tiered memory storage. `npx -y context-

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need robust session context and reasoning quality checks

Dev low

XJTLUmedia/AI-HR-Management-Toolkit

Various

AI HR Management Toolkit

★ 0 updated 2mo ago
open-source

Best for: Developers exploring AI-enhanced HR tooling who are comfortable with early-stage open source projects

Dev low

xmpuspus/cloudwright

Various

AI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reports

★ 30 updated 21d ago
open-source

Best for: Developers exploring rapid prototyping of cloud infrastructure with Terraform

Dev low

xmpuspus/ph-civic-data-mcp

Various

The first multi-source MCP server for Philippine civic data: earthquakes, weather, typhoons, procurement, population, poverty

★ 2 updated 26d ago
open-source

Best for: Developers building civic or data-driven applications focused on the Philippines

Dev low

xpaysh/awesome-x402

Various

🚀 Curated list of x402 resources: HTTP 402 Payment Required protocol for blockchain payments, crypto micropayments, AI agents, API monetization. Includes SDKs (TypeScript, Python,

★ 228 updated 1mo ago
open-source

Best for: Developers exploring HTTP 402 for API monetization or machine-to-machine crypto payments

Dev low

Xquik-dev/x-twitter-scraper

Various

Twitter scraper API skill for tweet search, advanced Twitter search, profile tweets, follower export, media download, monitors, webhooks, MCP, and posting automation: send tweets a

★ 103 updated 17d ago
open-source

Best for: Developers needing a versatile Twitter scraper and automation tool in JavaScript

Dev low

Xuanwo/mcp-server-opendal

Various

Model Context Protocol Server for Apache OpenDAL™

★ 34 updated 1y ago
open-source

Best for: Developers building AI agents that need simple file access across multiple storage systems

Dev low

xspadex/bilibili-mcp

Various

📇 🏠 - A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.

★ 14 updated 1y ago
open-source

Best for: Developers building MCP-based tools or assistants that need quick access to Bilibili trending content

Dev low

XWeaponX7/rundida-mcp

Various

MCP server for RunDida — marathon data, pace calculations, heart rate zones for AI agents

★ 0 updated 1mo ago
open-source

Best for: Developers building AI agents that need structured marathon training metrics from RunDida

Dev low

xxczaki/local-history-mcp

Various

📇 🏠 🍎 🪟 🐧 - MCP server for accessing VS Code/Cursor Local History

open-source

Best for: Developers using VS Code or Cursor who want to query local history programmatically via MCP

Dev low

xzq.xu/jvm-mcp-server

Various

This is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server implementation for the JVM platform, ena

★ 85 updated 2mo ago
open-source

Best for: Developers building AI integrations with Java ecosystems

Dev low

yakuphanycl/instinct

Various

Self-learning memory for AI coding agents — MCP server

★ 2 updated 13d ago
open-source

Best for: Developers experimenting with memory-enhanced AI coding agents in MCP environments

Dev low

yamanoku/baseline-mcp-server

Various

特定のWeb APIに関するBaselineの状況を提供するModel Context Protocolサーバー

★ 36 updated 2mo ago
open-source

Best for: Web developers who want AI assistants to verify baseline API compatibility during development

Dev low

yamariki-hub/japan-corporate-mcp

Various

MCP Server for Japanese corporate data - gBizINFO, EDINET, e-Stat

★ 0 updated 3mo ago
open-source

Best for: Developers building AI tools that need programmatic access to official Japanese corporate and financial data

Dev low

Yang1Bai/claw-tsaver

Various

A token-saving MCP proxy for OpenClaw users. Cuts tool call payloads by 90%+ via lazy expansion.

★ 0 updated 24d ago
open-source

Best for: Developers using OpenClaw who want to cut token costs on tool calls

Dev low

yangkyeongmo@/mcp-server-apache-airflow

Various

🐍 🏠 - MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.

★ 166 updated 3mo ago
open-source

Best for: Developers who want to control Apache Airflow through MCP-compatible AI agents

Dev low

YangLiangwei/PersonalizationMCP

Various

🎯 A unified personal data hub built on MCP that allows AI assistants to access your digital life from Steam, YouTube, Bilibili and more platforms for truly personalized interactio

★ 54 updated 2mo ago
open-source

Best for: Developers building personalized AI assistants that need access to a user's digital footprint across multiple services

Dev low

yanmxa/scriptflow-mcp

Various

Script workflow management via MCP. Converts AI workflows to persistent scripts, reducing tokens & delays while minimizing hallucination risks.

★ 7 updated 10mo ago
open-source

Best for: Developers building script-based AI workflows who want to reduce costs and improve reliability

Dev low

yannbrrd/simple_snowflake_mcp

Various

🐍 ☁️ - Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations

★ 7 updated 1mo ago
open-source

Best for: Developers needing a simple, proxy-compatible Snowflake MCP server for basic read/write interactions

Dev low

yashshingvi/databricks-genie-MCP

Various

🐍 ☁️ - A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.

★ 16 updated 1y ago
open-source

Best for: Developers building LLM-powered tools for querying and analyzing Databricks data

Dev low

ybouhjira/claude-code-tts

Various

🔊 Text-to-Speech MCP plugin for Claude Code - hear audio feedback while coding (OpenAI TTS)

★ 16 updated 4mo ago
open-source

Best for: Developers using Claude Code who want auditory feedback for accessibility or multitasking

Dev low

YCloud-Developers/ycloud-whatsapp-mcp-server

Various

📇 🏠 - MCP server for WhatsApp Business Platform by YCloud.

★ 11 updated 1y ago
open-source

Best for: Developers building AI agent integrations that need to send and receive WhatsApp Business messages via the Model Context Protocol.

Dev low

ycs77/apifable

Various

MCP server that helps AI agents explore OpenAPI specs, search endpoints, and generate TypeScript types.

★ 9 updated 1mo ago
open-source

Best for: Developers building AI agents that need to interact with and generate types from OpenAPI-defined APIs.

Dev low

ydb/ydb-mcp

Various

🎖️ 🐍 ☁️ - MCP server for interacting with [YDB](https://ydb.tech) databases

★ 26 updated 2mo ago
open-source

Best for: Developers already using YDB who want to manage databases via MCP-compatible interfaces

Dev low

yeick010/agentshield-mcp

Various

yeick010/agentshield-mcp — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers exploring MCP servers for agent security

Dev low

yikakia/godoc-mcp-server

Various

A mcp server provide infomation from pkg.go.dev. For all golang programmers

★ 36 updated 2mo ago
open-source

Best for: Go developers who use MCP-aware editors, assistants, or build tools and need quick access to package documentation.

Dev low

yiwenlu66/PiloTY

Various

PiloTY: AI pilot for PTY operations via MCP - enables AI agents to control interactive terminals like a human

★ 38 updated 1mo ago
open-source

Best for: Developers building AI-driven automation for complex terminal environments

Dev low

yjcho9317/nworks

Various

Full-featured MCP server and CLI for LINE WORKS (NAVER WORKS) — 26 tools covering messages, calendar, drive, mail, tasks, and boards. Automate with AI agents or scripts.

★ 11 updated 2mo ago
open-source

Best for: Developers integrating LINE WORKS into AI-driven automation workflows

Dev low

yepcode/mcp-server-js

Various

MCP server that exposes YepCode processes as callable tools for AI platforms. Securely connect AI assistants to your YepCode workflows, APIs, and automations.

★ 43 updated 2mo ago
open-source

Best for: Developers using YepCode who want to let AI assistants trigger their workflows and automations

Dev low

yli769227-jpg/ashare-mcp

Various

MCP server for Chinese A-share financial statements. 把 A 股财报变成 LLM 可调的工具。

★ 2 updated 24d ago
open-source

Best for: Developers who need to connect LLMs to Chinese A-share financial reports.

Dev low

ymw0407/auth-fetch-mcp

Various

MCP server that lets AI assistants fetch content from authenticated web pages.

★ 29 updated 17d ago
open-source

Best for: Developers building AI assistants that need to access authenticated web content

Dev low

yincongcyincong/VictoriaMetrics-mcp-server

Various

MCP Server for the VictoriaMetrics.

★ 7 updated 7mo ago
open-source

Best for: Developers who want to connect VictoriaMetrics to AI assistants via the Model Context Protocol

Dev low

yoelbassin/gnuradioMCP

Various

MCP server for GNU Radio

★ 42 updated 13d ago
open-source

Best for: Developers building AI-assisted signal processing or radio communication tools

Dev low

yoryocoruxo-ai/rendoc-mcp-server

Various

Official MCP server for rendoc - Generate professional PDFs (invoices, contracts, reports, certificates) from Claude, Cursor, and other AI tools via reusable templates or inline HT

★ 0 updated 2mo ago
open-source

Best for: Developers building AI-powered workflows that need to generate PDF documents

Dev low

youichi-uda/godot-mcp-pro

Various

162 MCP tools for AI-powered Godot 4 development. Scene, animation, 3D, physics, particles, audio, shader, input simulation, runtime analysis, navigation, testing & more. $15 one-t

★ 398 updated 20d ago
open-source

Best for: Godot 4 developers who want to accelerate workflows using AI-assisted automation

Dev low

ypollak2/llm-router

Various

Universal LLM router for AI coding tools. Works with Claude Code, Cursor, Codex, Gemini CLI, Copilot and more. Free-first fallback chain keeps costs 70–85% lower.

★ 27 updated 12d ago
open-source

Best for: Developers using multiple AI coding assistants who want to minimize API costs.

Dev low

yshngg/pmcp

Various

A Prometheus Model Context Protocol Server.

★ 3 updated 15d ago
open-source

Best for: Developers needing to expose Prometheus metric metadata via the Model Context Protocol

Dev low

yubinkim444/ai-first-scraper-mcp

Various

MCP server giving Claude Desktop / Cursor / Cline ad-free web scraping + search via three tools: fetchpage, fetchpagesbatch, searchweb.

★ 1 updated 25d ago
open-source

Best for: Developers who need a lightweight, ad-free web scraping MCP server for use with Claude Desktop, Cursor, or Cline.

Dev low

YuChenSSR/mindmap-mcp-server

Various

mindmap, mcp server, artifact

★ 233 updated 1y ago
open-source

Best for: Developers building AI workflows that produce visual mind maps as artifacts

Dev low

YuliiaKovalova/dotnet-template-mcp

Various

MCP server wrapping the .NET Template Engine for AI-driven template discovery, inspection, and instantiation

★ 4 updated 12d ago
open-source

Best for: Developers building AI-assisted .NET scaffolding tools

Dev low

YuChenSSR/multi-ai-advisor

Various

council of models for decision

★ 78 updated 1y ago
open-source

Best for: Developers experimenting with multi-model consensus for decision-making

Dev low

yuna0x0/anilist-mcp

Various

AniList MCP server for accessing anime and manga data

★ 77 updated 6mo ago
open-source

Best for: Developers building AI assistants or chatbots that need access to anime and manga information from AniList

Dev low

yuna0x0/hackmd-mcp

Various

A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.

★ 60 updated 6mo ago
open-source

Best for: Developers who want to connect AI assistants to HackMD for note management and retrieval.

Dev low

yusong652/pfc-mcp

Various

MCP server connecting AI agents to ITASCA PFC — run DEM simulations through natural conversation

★ 63 updated 15d ago
open-source

Best for: Researchers and engineers who want to interact with PFC simulations through conversational AI agents

Dev low

yusong652/yade-mcp

Various

MCP server connecting AI agents to YADE — run DEM simulations through natural conversation

★ 9 updated 12d ago
open-source

Best for: Researchers or engineers who want to interact with YADE simulations through natural language rather than writing scripts.

Dev low

Yutarop/ros-mcp

Various

MCP server for ROS to control robots via topics, services, and actions.

★ 32 updated 9mo ago
open-source

Best for: Developers building AI agents that need to interact with ROS-based robots

Dev low

yuvalsuede/agent-media

Various

📇 ☁️ 🍎 🪟 🐧 - CLI and MCP server for AI video and image generation with unified access to 7 models (Kling, Veo, Sora, Seedance, Flux, Grok Imagine). Provides 9 tools for generat

open-source

Best for: Developers building AI agent workflows that need multi-model media generation

Dev low

yuvalsuede/claudia

Various

CLI task manager for AI agents with MCP server support

★ 13 updated 3mo ago
open-source

Best for: Developers building AI agent workflows that need a lightweight, MCP-compatible task manager

Dev low

yWorks/mcp-typescribe

Various

An MCP server implementation enabling LLMs to work with new APIs and frameworks

★ 45 updated 7mo ago
open-source

Best for: Developers who need a lightweight MCP solution for connecting LLMs to arbitrary or evolving APIs

Dev low

yyyhy/nash-arena

Various

Chess and Card Game Arena For LLM

★ 2 updated 2mo ago
open-source

Best for: Developers researching LLM capabilities in game-based strategic reasoning

Dev low

Zacccck/Claude-MCP-Read-Email-Attachments

Various

Local MCP server for Claude — read and parse Outlook email attachments via Microsoft Graph API

★ 8 updated 1mo ago
open-source

Best for: Developers needing to automate the retrieval and processing of Outlook email attachments via Claude

Dev low

zach-snell/bbkt

Various

A Bitbucket CLI and Model Context Protocol (MCP) server in Go.

★ 3 updated 27d ago
open-source

Best for: Go developers who need a lightweight Bitbucket CLI or an MCP server for Bitbucket

Dev low

zafronix/wc-mcp

Various

Model Context Protocol server for the Zafronix World Cup API — every FIFA World Cup since 1930. 15 tools wrapping tournaments, teams, players, matches, stadiums, brackets, standing

★ 1 updated 1mo ago
open-source

Best for: Developers building AI assistants that need authoritative World Cup history answers

Dev low

zaizaizhao/mcp-swagger-server

Various

MCP Swagger Server 将任何符合 OpenAPI/Swagger 规范的 REST API 转换为 Model Context Protocol (MCP) 格式,让 AI 助手能够理解和调用您的 API。

★ 67 updated 1mo ago
open-source

Best for: Developers who want to quickly connect their REST APIs to AI assistants using the Model Context Protocol

Dev low

zboralski/ida-headless-mcp

Various

Headless IDA Pro binary analysis via Model Context Protocol

★ 126 updated 3mo ago
open-source

Best for: Security researchers and developers who need to automate binary analysis with IDA Pro in server, CI/CD, or AI-integrated environments

Dev low

zcaceres/fetch-mcp

Various

A flexible HTTP fetching Model Context Protocol server.

★ 773 updated 3mo ago
open-source

Best for: Developers building MCP-enabled AI agents that need web access

Dev low

zcaceres/gtasks-mcp

Various

A Google Tasks Model Context Protocol Server for Claude

★ 137 updated 3mo ago
open-source

Best for: Developers using Claude who need programmatic access to Google Tasks

Dev low

zcaceres/markdownify-mcp

Various

A Model Context Protocol server for converting almost anything to Markdown

★ 2,714 updated 17d ago
open-source

Best for: Developers building AI workflows that need to convert diverse content into Markdown for processing

Dev low

zefarie/pterodactyl-mcp

Various

zefarie/pterodactyl-mcp — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers and game server administrators who use Pterodactyl and want to automate server operations through AI assistants.

Dev low

zelentsov-dev/asc-mcp

Various

MCP server for App Store Connect API — 208 tools for managing apps, builds, TestFlight, subscriptions, and more from Claude, Cursor, VS Code, or any MCP client

★ 38 updated 14d ago
open-source

Best for: iOS and macOS developers who want to manage App Store Connect tasks from their coding environment

Dev low

zenml-io/mcp-zenml

Various

MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines

★ 45 updated 12d ago
open-source

Best for: ZenML users who want to interact with their MLOps and LLMOps pipelines through MCP-enabled tools and AI assistants

Dev low

ZeparHyfar/mcp-datetime

Various

A MCP server for datetime formatting and file name generation.

★ 27 updated 1y ago
open-source

Best for: Developers who need a lightweight MCP server for consistent datetime formatting in AI toolchains

Dev low

zhangpanda/gomcp

Various

The fast, idiomatic way to build MCP servers in Go. Gin-like DX with struct-tag auto schema, middleware, adapters for Gin/OpenAPI/gRPC.

★ 13 updated 12d ago
open-source

Best for: Go developers who want to quickly build MCP servers with a familiar Gin-like pattern

Dev low

zhsama/duckduckgo-mcp-server

Various

📇 🏠 ☁️ - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.

★ 78 updated 1y ago
open-source

Best for: Developers who need a quick, API-key-free web search tool within MCP-based applications

Dev low

Zhwt/go-mcp-mysql

Various

Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with MySQL and automation. No Node.js or Python environment needed.

★ 56 updated 4mo ago
open-source

Best for: Developers who want a lightweight MCP server for MySQL without Node.js or Python overhead.

Dev low

zilliztech/mcp-server-milvus

Various

Model Context Protocol Servers for Milvus

★ 232 updated 1mo ago
open-source

Best for: Developers building AI agents or LLM applications that need to query and manage vector data in Milvus.

Dev low

zillow/auto-mobile

Various

Mobile automation suite of tools including an MCP and libraries for test authoring & execution

★ 78 updated 3mo ago
open-source

Best for: Teams seeking a TypeScript-native mobile test automation suite with MCP integration

Dev low

zinja-coder/apktool-mcp-server

Various

A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)

★ 463 updated 1mo ago
open-source

Best for: Developers automating Android APK analysis and modification through AI toolchains

Dev low

zinja-coder/jadx-ai-mcp

Various

Plugin for JADX to integrate MCP server

★ 2,223 updated 16d ago
open-source

Best for: Security researchers and developers automating Android app analysis with AI assistants

Dev low

zkproofport/proofport-ai

Various

zkproofport/proofport-ai — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers building AI agents that need privacy-preserving verification or zero-knowledge proof capabilities

Dev low

zlatkoc/youtube-summarize

Various

MCP server that fetches YouTube video transcripts and optionally summarizes them.

★ 3 updated 1mo ago
open-source

Best for: Developers needing a lightweight MCP server to programmatically access and summarize YouTube video transcripts.

Dev low

ZLeventer/salesforce-marketing-mcp

Various

ZLeventer/salesforce-marketing-mcp — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers building AI-powered integrations with Salesforce Marketing who prefer an open-source MCP approach.

Dev low

zlinzzzz/finData-mcp-server

Various

FinData enables your AI agents retrieve financial data from different providers like Tushare, Wind, and DataYes.

★ 56 updated 1y ago
open-source

Best for: Developers building AI agents that need programmatic access to Chinese financial data from Tushare, Wind, or DataYes

Dev low

zoharbabin/web-researcher-mcp

Various

Your AI research assistant that cites real sources and stays honest. Search the entire web or narrow it down to just the sites you trust. Works with Claude, Cursor, any MCP client.

★ 14 updated 12d ago
open-source

Best for: Developers building MCP-integrated AI assistants that require verifiable web search results.

Dev low

zolo-ryan/MarketAuxMcpServer

Various

📇 ☁️ - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.

★ 4 updated 11mo ago
open-source

Best for: Developers building AI assistants or agents that need structured financial news and market data

Dev low

zoomeye-ai/mcp_zoomeye

Various

A Model Context Protocol server that provides network asset information based on query conditions. This server allows LLMs to obtain network asset information and supports querying

★ 74 updated 6mo ago
open-source

Best for: Developers building LLM agents that need on-demand network asset intelligence

Dev low

ztuskes/garmin-documentation-mcp-server

Various

MCP server for Garmin Connect IQ API documentation - complete offline access to SDK 8.2.3

★ 10 updated 9mo ago
open-source

Best for: Developers building Garmin Connect IQ apps who need reliable offline documentation access

Dev low

ztxtxwd/open-feishu-mcp-server

Various

📇 ☁️ 🏠 - A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu document management too

★ 86 updated 4mo ago
open-source

Best for: Developers building AI integrations with Feishu or Lark

Dev low

zueai/mcp-manager

Various

simple web ui to manage mcp (model context protocol) servers in the claude app

★ 287 updated 4mo ago
open-source

Best for: Developers using Claude who need a convenient way to manage multiple MCP servers

Dev low

zzhang82/Agent-Memory-Bridge

Various

Persistent engineering memory for coding agents over MCP.

★ 2 updated 18d ago
open-source

Best for: Developers building persistent memory workflows for MCP-based coding agents

Dev low

r/mcp Reddit

Various

Discord Server

open-source

Best for: Developers seeking community-driven help and discussion around the Model Context Protocol

Dev low

reflagcom/mcp

Various

JS/TS SDKs for Reflag

★ 23 updated 11d ago
open-source

Best for: TypeScript developers already using or evaluating Reflag for feature flag management

Dev low

9hannahnine-jpg/arc-gate-mcp

Various

Runtime governance for MCP tool calls — Arc Gate for the MCP protocol layer

★ 0 updated 13d ago
open-source

Best for: Developers who need runtime policy enforcement for MCP-based agent tool calls in experimental or internal projects

Dev low

aarifmms/keyblind

Various

keyblind

★ 2 updated 10d ago
open-source

Best for: Developers exploring simple keyboard event filtering in small projects

Dev low

ad0750/regintel-mcp

Various

MCP server for the RegIntel API. Structured regulatory data across 41 jurisdictions and 212+ regulations, with regulator citations. Requires a free API key from regintelapi.com/get

★ 0 updated 12d ago
open-source

Best for: Developers building compliance automation tools that need structured regulatory data

Dev low

agentcivics/agentcivics

Various

On-chain civil registry for AI agents — birth certificates, identity, and lineage tracking on Ethereum

★ 0 updated 6d ago
open-source

Best for: Developers experimenting with on-chain agent identity and provenance

Dev low

AgentValet/AgentValet

Various

IGA for AI agents. IETF AIMS-compliant identity, credential governance & MCP proxy. SPIFFE · RFC 7591 · AuthZEN · CIBA. npx @agentvalet/register

★ 0 updated 9d ago
open-source

Best for: Developers building multi-agent systems that require standardized identity governance and credential enforcement

Dev low

ahmedxuhri/bigindexer

Various

BGI tries to group code based on what the code actually does (its behavior), not just which file imports what.

★ 2 updated 7d ago
open-source

Best for: Developers exploring or refactoring Python codebases who want behavioral clustering

Dev low

alexzavialov/travel-art-mcp

Various

Model Context Protocol server for travel.art — art-tourism data (biennales, art fairs, museum visitor guides) exposed to AI agents over MCP. Live at https://mcp.travel.art/

★ 0 updated 8d ago
open-source

Best for: Developers building AI agents or assistants that need reliable, queryable art-tourism data

Dev low

alfredoizdev/contextforge-mcp

Various

Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot. Long-term memory via Model Context Protocol with semantic search, Git sync, and team collaboration.

★ 0 updated 11d ago
open-source

Best for: Developers who want persistent memory across sessions in Claude Code, Cursor, or GitHub Copilot

Dev low

aliasunder/vault-cortex

Various

MCP server for Obsidian vaults — plugin-free search, memory, and full vault access for any AI agent

★ 1 updated 6d ago
open-source

Best for: Developers who want to connect AI agents to an Obsidian vault without relying on Obsidian plugins

Dev low

AlvisoOculus/optionsahoy-mcp

Various

Equity comp tax (ISO/NSO/RSU/QSBS), concentration, and hedging optimizer. MCP server + REST API with federal + 50-state + DC tax code, multi-year horizons.

★ 0 updated 6d ago
open-source

Best for: Developers building tax-aware equity compensation tools for US employees

Dev low

AMKRS3/keycae-mcp

Various

MCP Server for Argentine electronic invoicing (facturación electrónica) with ARCA/AFIP. 10 tools for AI agents.

★ 0 updated 7d ago
open-source

Best for: Developers building AI agents for Argentine electronic invoicing compliance

Dev low

archoor/painspotter-mcp

Various

Remote MCP for PainSpotter - AI-analyzed startup opportunities from Reddit, Hacker News, Product Hunt & Stack Exchange.

★ 0 updated 9d ago
open-source

Best for: Solo founders and indie hackers wanting a structured way to spot startup ideas from community discussions.

Dev low

astroway/astroway-mcp

Various

Official MCP server for the AstroWay Calculation API — astrology tools for Claude Desktop, Cursor, Windsurf and any MCP client. Auto-generated from the live OpenAPI spec: natal cha

★ 1 updated 8d ago
open-source

Best for: Developers building AI assistants or tools that need integrated astrology, Tarot, or Human Design data via MCP

Dev low

AutomateLab-tech/n8n-mcp

Various

Debugging-first MCP server for n8n. Tools for workflow generation, linting, per-node execution diagnosis, and driving live n8n instances. Built for AI agents.

★ 7 updated 13d ago
open-source

Best for: Developers who want to use AI agents to create and debug n8n workflows programmatically

Dev low

AutomateLab-tech/seo-performance-mcp

Various

Post-publish SEO performance MCP. Unifies Google Search Console, Matomo, GA4, Clarity, and AI-citation signals per URL and emits a per-URL verdict.

★ 0 updated 13d ago
open-source

Best for: Developers building AI agents that need automated post-publish SEO insights

Dev low

ayushagrawal288/memex

Various

Production-grade persistent memory service for AI agents — FastAPI + pgvector + local ONNX embeddings

★ 0 updated 9d ago
open-source

Best for: Developers building AI agents that need a self-hosted, scalable memory layer

Dev low

bmdhodl/agent47

Various

Your AI agent just burned $200. AgentGuard stops it at $5. Runtime cost guardrails for AI agents — budget enforcement, loop detection, kill switch. Zero dependencies, MIT licensed.

★ 3 updated 6d ago
open-source

Best for: Developers building AI agents who need a lightweight, no-frills cost guardrail

Dev low

Buggy1111/anonymize-mcp

Various

MCP server pro NLP nástroje ÚFAL MFF UK (NameTag, MasKIT, PONK) — česká právní AI: anonymizace, NER, čitelnost

★ 0 updated 7d ago
open-source

Best for: Developers building Czech legal AI assistants or document processing pipelines

Dev low

callstackincubator/agent-device

Various

CLI to control iOS and Android devices for AI agents

★ 2,520 updated 6d ago
open-source

Best for: Developers building AI agents that need programmatic mobile device control

Dev low

carlosalvite/foundersignal-mcp

Various

MCP server that gives Claude access to curated market intelligence such as revenue data, growth signals and community pain points to find SaaS ideas worth building.

★ 0 updated 16d ago
open-source

Best for: Solo founders and indie hackers looking for data-driven SaaS ideas

Dev low

childrentime/reactuse

Various

115+ production-ready React Hooks for sensors, UI, state & browser APIs. Tree-shakable, SSR-safe, TypeScript-first. Used by Shopee, PDD & Ctrip. Inspired by VueUse.

★ 1,011 updated 17d ago
open-source

Best for: React developers building complex web apps who want ready-made hooks for common browser and UI tasks

Dev low

Continuum-AI-Corp/orcarouter-mcp-server

Various

Official MCP server for OrcaRouter — the LLM gateway with auto-routing and fallback chains. Browse models and chat from Claude Desktop, Cursor, Windsurf, or any MCP client.

★ 5 updated 18d ago
open-source

Best for: Developers who want to add model routing and fallback logic to their MCP-based tools

Dev low

davidgut1982/lore-mcp

Various

Advanced MCP server for unified knowledge management with PostgreSQL+pgvector, knowledge graphs, research workflows, and Claude Code integration

★ 2 updated 11d ago
open-source

Best for: Developers using Claude Code who want a centralized, searchable knowledge base with vector and graph capabilities

Dev low

decksaga/market-pulse-mcp

Various

Real-time market data server for Claude. Crypto prices, forex rates & sentiment — powered by MCP.

★ 2 updated 26d ago
open-source

Best for: Developers experimenting with MCP and needing live market data in Claude

Dev low

deficlow/HyperStore-MCP

Various

HyperStore-MCP

★ 0 updated 28d ago
open-source

Best for: Developers building MCP-compatible AI agents that need a simple persistent store

Dev low

DIALLOUBE-RESEARCH/hypernatt-terminal

Various

BTC Decision Terminal for AI Agents — live vault-backed signals, on-chain proof, cross-chain swap. Verify in real time.

★ 0 updated 13d ago
open-source

Best for: Developers prototyping AI agents that require on-chain verified BTC signals and cross-chain swap capabilities

Dev low

djtellado/nexus-legal-mcp

Various

Nexus Legal — Model Context Protocol server. Multi-jurisdictional legal analysis (ES + LatAm + EU) with 11 tools for Claude Desktop, Claude Code, Cursor and other MCP clients.

★ 1 updated 27d ago
open-source

Best for: Developers building legal tech tools or workflows that need cross-jurisdictional legal analysis in Spanish and EU contexts.

Dev low

drjerryrelth/ghl-command-feedback

Various

Bug reports & feature requests for GHL Command — the @elitedcs/ghl-mcp GoHighLevel MCP server for Claude

★ 0 updated 14d ago
open-source

Best for: Developers using the @elitedcs/ghl-mcp GoHighLevel MCP server who need to report bugs or request features

Dev low

dugubuyan/agent-nexus

Various

A service-boundary-aware document exchange center for coordinating heterogeneous LLM code agents via MCP. Implements versioned Markdown store, pub-sub notifications, and diff-aware

★ 1 updated 10d ago
open-source

Best for: Developers experimenting with multi-agent LLM systems that need structured document exchange

Dev low

enmanuelmag/heimdall-mcp

Various

Transparent MCP proxy with OpenTelemetry tracing. Wrap any MCP server and persist traces to SQLite, Postgres or MySQL.

★ 8 updated 17d ago
open-source

Best for: Developers needing observability for MCP servers in production or debugging workflows

Dev low

ertad-family/liquid

Various

AI discovers APIs. Code syncs data. No adapters to write.

★ 0 updated 9d ago
open-source

Best for: Developers who need to quickly sync data from multiple APIs without writing custom integration code

Dev low

Explorer-64/imagcon-mcp

Various

MCP server for Imagcon — generate deployment-ready PWA, iOS, and Android app icon sets from a text description

★ 0 updated 23d ago
open-source

Best for: Developers who need rapid, text-driven icon generation for cross-platform apps

Dev low

fdcommercial/property-finance-mcp

Various

MCP server exposing FD Commercial's free UK property finance calculators: bridging cost, development appraisal, BTL stress test, UK stamp duty.

★ 0 updated 16d ago
open-source

Best for: Developers building UK property finance tools or assistants

Dev low

forgemeshlabs/coinopai-mcp

Various

MCP server for CoinOpAI - agent automation prompts and crypto signals via x402 micropayments on Base

★ 0 updated 8d ago
open-source

Best for: Developers building AI agents that need on-chain crypto signals with pay-per-use billing

Dev low

forgemeshlabs/imagegen-mcp

Various

[](https://glama.ai/mcp/servers/forgemeshlabs/imagegen-mcp) 📇 ☁️ - AI image generation MCP server with generate, background removal, 4x HD upscale, and full pro pipeline tools. Pa

★ 0 updated 16d ago
open-source

Best for: Developers building MCP-based applications that need integrated AI image generation and editing capabilities

Dev low

forgemeshlabs/travel-mcp

Various

[](https://glama.ai/mcp/servers/forgemeshlabs/travel-mcp) 📇 ☁️ - Public travel search workflow MCP server for airport lookup, route comparison, timing guidance, and external booki

★ 0 updated 16d ago
open-source

Best for: Developers building AI travel assistants who need a simple open-source MCP server for route and airport queries.

Dev low

FreelexHo/power-bi-mcp

Various

[](https://glama.ai/mcp/servers/FreelexHo/power-bi-mcp) 🐍 ☁️ 🪟 🍎 🐧 - Power BI MCP server with device code auth, enhanced refresh (table-level polling with retry), refresh diagn

★ 1 updated 11d ago
open-source

Best for: Developers building MCP-based automation for Power BI refresh processes

Dev low

gautam-u/sieve-mcp

Various

MCP server for Sieve — local AI chat history secret scanner for macOS

★ 0 updated 15d ago
open-source

Best for: Developers on macOS who want to catch sensitive data leaks in their local AI chat logs.

Dev low

geondongkim/geond-agent-protocol

Various

Local-first MCP server for shared memory, reservations, handoffs, and review evidence across AI coding agents.

★ 1 updated 6d ago
open-source

Best for: Developers experimenting with multi-agent coding systems who want a lightweight, local coordination layer.

Dev low

getpoststack/mcp

Various

MCP server for the PostStack Email API — 84 tools, 5 prompts, 5 resources for AI agents.

★ 0 updated 17d ago
open-source

Best for: Developers building AI agents that need to send, receive, or manage email through the PostStack API.

Dev low

HasanJahidul/git-insight-mcp

Various

Semantic git queries via MCP. Beyond git log — answer who/what/when/why about any line, file, or branch.

★ 1 updated 1mo ago
open-source

Best for: Developers who want to explore git history through conversational queries in an MCP-enabled environment

Dev low

HasanJahidul/localhost-mcp

Various

MCP server: inspect, manage, kill local dev servers. Stop guessing what's on :3000.

★ 1 updated 1mo ago
open-source

Best for: Developers who frequently run multiple local servers and want a quick MCP-based way to inspect and manage them.

Dev low

honeylabshq/honeylabs-mcp

Various

HoneyLabs MCP server — query 90 days of honeypot probe data from Claude, Cursor, Gemini, Cline. Free tier 500 credits/day.

★ 1 updated 6d ago
open-source

Best for: Developers needing quick access to honeypot data via MCP protocol

Dev low

Ivy-Innovation/cubelife

Various

Give your AI agent a persistent pixel-art character. Node SDK, Python SDK, CLI, and MCP server.

★ 0 updated 9d ago
open-source

Best for: Developers building AI agents that need a simple, persistent visual persona

Dev low

j-east/pixel-surgeon-mcp

Various

MCP server for AI image generation via Google Gemini Flash Image. Style presets, interactive fix, multi-shot region repair.

★ 4 updated 9d ago
open-source

Best for: Developers building MCP-based tools that need quick, iterative image generation and repair with Gemini Flash.

Dev low

Jambozx/onlinecybertools-mcp-server

Various

MCP stdio server for onlinecybertools.com API

★ 0 updated 10d ago
open-source

Best for: Developers building MCP-based agents that need quick lookups from onlinecybertools.com

Dev low

jbechtel-97/dealflowpro-mcp-server

Various

DealFlowPro MCP Server — Analyze multifamily real estate deals from Claude Code or Claude Desktop

★ 0 updated 7d ago
open-source

Best for: Real estate investors and analysts who want to underwrite multifamily deals using Claude's natural language interface

Dev low

jorkal-crypto/jorkal-nft-mcp

Various

MCP server for Solana NFT market data — floor prices, listings, stats, wallet holdings. Powered by x402 micropayments.

★ 0 updated 12d ago
open-source

Best for: Developers building Solana NFT applications who want flexible pay-as-you-go data access via MCP

Dev low

justadityaraj/amazon-in-mcp

Various

MCP server for amazon.in — cheapest in-stock, best-value picks, and price history links. No paid APIs.

★ 1 updated 20d ago
open-source

Best for: Developers building AI tools that need Amazon India product data without API fees

Dev low

kascada/logmcp

Various

MCP server — read-only log access for AI assistants. Debug your Linux server with AI, without giving the AI shell access.

★ 1 updated 9d ago
open-source

Best for: Developers who want AI assistants to securely inspect Linux server logs without giving shell access

Dev low

kerbelp/metatron

Various

Metatron is a self-hosted system that captures a codebase's real implementation decisions — preferred patterns, rejected approaches, edge cases, internal conventions — as structure

★ 13 updated 6d ago
open-source

Best for: Teams with established codebases who want to encode institutional knowledge for AI coding agents

Dev low

kinance/circle-agent-stack-mcp

Various

MCP server for Circle Agent Stack — wallet management, USDC transfers, and x402 nanopayments via tool calls

★ 0 updated 9d ago
open-source

Best for: Developers building AI agents that require programmatic access to Circle stablecoin payments and wallet operations

Dev low

kirvigen/notion-private-api-mcp

Various

Unofficial Notion MCP server via the private API (tokenv2) — full read/write, no integration token.

★ 1 updated 12d ago
open-source

Best for: Developers who need full Notion access but cannot or prefer not to use the official API

Dev low

krimto-labs/krimto

Various

Open-source team memory layer for AI coding agents — markdown files in git, user→team→org hierarchy, cross-vendor MCP server. Apache-2.0.

★ 5 updated 11d ago
open-source

Best for: Teams using multiple AI coding agents that need shared, versioned persistent context

Dev low

krtw00/konbu

Various

AIを中に持つスケジュール帳。予定・メモ・ToDoを同じ場所で扱える、セルフホスト可能なMCPプランナー。

★ 0 updated 17d ago
open-source

Best for: Developers who want a self-hosted, AI-assisted planner with unified schedule, notes, and tasks.

Dev low

KyaniteLabs/checkyourself

Various

Local-first production-readiness system for AI-built apps: read-only audit, evidence-based 0-100 score, guided fixes, learning plan, dashboard, CLI, and MCP.

★ 1 updated 6d ago
open-source

Best for: Developers building apps with AI who need a private, local assessment of production readiness with concrete improvement steps.

Dev low

KyaniteLabs/DialectOS

Various

Spanish dialect localization MCP server and CLI. Translate across 25 regional variants with register control, structure preservation, and QA gates.

★ 1 updated 6d ago
open-source

Best for: Developers needing precise Spanish dialect localization with automated quality checks

Dev low

KyaniteLabs/Epoch

Various

Time estimation MCP server for AI agents: PERT, COCOMO II, Monte Carlo, sprint forecasting, token-to-time mapping, cost estimation, and schedule risk tools.

★ 1 updated 6d ago
open-source

Best for: Developers building AI agents that need automated time and cost estimation for tasks or sprints

Dev low

leshchenko1979/fast-mcp-telegram

Various

MCP/HTTP Telegram Gateway — Multi-tenant, MTProto User API, 8 tools, multi-user Bearer auth, global search, session ACL, Docker

★ 46 updated 6d ago
open-source

Best for: Python developers building multi-account Telegram automation backends

Dev low

LightSpeedPlusOne/invovate-mcp-server

Various

MCP server for the Invovate invoice API — generate PDF, JSON & UBL 2.1 invoices in 11 languages from AI agents (Claude Desktop, Cursor, Windsurf).

★ 0 updated 10d ago
open-source

Best for: Developers integrating invoice generation into AI workflows

Dev low

liuboacean/agent-comm-hub

Various

Multi-agent real-time communication & task scheduling infrastructure based on MCP + SSE

★ 1 updated 15d ago
open-source

Best for: Developers experimenting with multi-agent coordination using MCP and SSE in Python

Dev low

loicfontaine-max/qorami-sdk

Various

Official Qorami SDK — JS/Python clients, tool schemas and an MCP server so AI agents check email before sending. https://qorami.fr

★ 1 updated 11d ago
open-source

Best for: Developers prototyping or building AI agents that need to validate email content before sending.

Dev low

michalperni11-gif/secfinapi-mcp

Various

MCP server for SECfinAPI — standardized SEC EDGAR financial data (income statements, balance sheets, cash flow, 40+ ratios) for Claude, Cursor and other AI assistants.

★ 0 updated 10d ago
open-source

Best for: Developers building AI assistants that need access to SEC financial data.

Dev low

mithun4elp/briefkit-mcp-server

Various

BriefKit — Engineer-grade specs for AI-built SaaS. 14 files. $9. briefkit.online

★ 0 updated 28d ago
open-source

Best for: Developers building AI-assisted SaaS products who want structured specifications

Dev low

MKirovBG/scribefy-mcp

Various

Official MCP server for Scribefy — search YouTube and extract clean, timestamped transcripts in Claude, Cursor, Windsurf, or any MCP client.

★ 0 updated 11d ago
open-source

Best for: Developers building AI assistants that need structured YouTube transcript data

Dev low

modus-agendi/managed-agent-control-mcp

Various

Start, observe, and interact with Claude Managed Agents from any MCP client (Claude.ai, Claude Code, …). Pluggable auth (bearer/OIDC/Cognito); runs on stdio, Docker, or AWS Lambda.

★ 0 updated 10d ago
open-source

Best for: Developers who need to automate and observe Claude Managed Agents from MCP-compatible environments

Dev low

Mogacode-ma/elementor-mcp-agent

Various

Agency-grade MCP server for WordPress Elementor — multi-site management, safe Elementor data editing, template export/import, version tracking. MIT.

★ 0 updated 6d ago
open-source

Best for: Developers building AI agents for WordPress Elementor site management

Dev low

Mogacode-ma/infomaniak-mcp-agent

Various

Full unofficial agentic Infomaniak MCP server — guided automation of web hosting, mail, kDrive, domains and DNS.

★ 1 updated 6d ago
open-source

Best for: Developers who need to automate Infomaniak services through an MCP agent and are comfortable with unofficial tools

Dev low

mohitbadwal/ringback

Various

Let your AI agent call your phone and talk to you — MCP servers for live, interruptible voice calls + tiered alerts, using free self-hosted pieces (pjsua2 + whisper.cpp + Linphone)

★ 3 updated 7d ago
open-source

Best for: Developers who need a free, self-hosted way for their AI agent to make live phone calls.

Dev low

narekmalk/safedb-mcp

Various

Secure MCP server for safe, read-only DB access by AI agents, with SQL guardrails, table allowlists, PII masking, and audit logs

★ 6 updated 17d ago
open-source

Best for: Developers building AI agents that need safe, auditable database querying.

Dev low

NavinAgrawal/mcp-broker

Various

Local MCP broker that exposes one compact MCP entry for MCP clients while routing to many configured upstream servers.

★ 1 updated 6d ago
open-source

Best for: Developers who need to unify multiple local MCP servers under a single client endpoint

Dev low

nikhilnt1234/TokenBurnRate

Various

[](https://glama.ai/mcp/servers/nikhilnt1234/TokenBurnRate) 📇 🏠 - Track LLM token costs across Claude, GPT and Gemini. MCP server + CLI with optimization hints and $ savings esti

★ 0 updated 10d ago
open-source

Best for: Developers who need to monitor and optimize LLM API costs across multiple providers

Dev low

ober37/ac-infinity-mcp

Various

MCP server for AC Infinity grow controllers. AI agent integration for climate monitoring, port control, and grow automation — works with Claude, Cursor, and any MCP client.

★ 3 updated 6d ago
open-source

Best for: Growers and developers automating indoor cultivation environments

Dev low

openaccountants/openaccountants

Various

Open-source tax & accounting skills for AI agents. 1,000+ research-verified skills across 192 jurisdictions — 130+ countries plus every US state. Accountant-verified versions via t

★ 155 updated 6d ago
open-source

Best for: Developers building AI agents for global tax and accounting automation.

Dev low

OrbiAds/Orbiads-GAM-MCP

Various

Google Ad Manager MCP hosted - AdOps Skills for Claude, Gemini, OpenAI - Inventory, trafficking, forecast & reporting with natural language

★ 1 updated 6d ago
open-source

Best for: AdOps professionals or small teams who want to manage Google Ad Manager via natural language instead of API coding

Dev low

OsamaHassouna/docs-hub

Various

Engineering hub for production-grade specs. First guide: HTML Email Playbook + MCP server / CLI that teaches AI clients (Claude Desktop, Cursor) to write email that actually render

★ 0 updated 11d ago
open-source

Best for: Developers building HTML emails for marketing or transactional use who want AI assistants to produce reliable, cross-client code.

Dev low

Pantani/tdmcp

Various

The TouchDesigner MCP server — describe a visual to Claude, Cursor or Codex and it builds a real, playable node network (audio-reactive, generative, particle, 3D, feedback) with li

★ 5 updated 7d ago
open-source

Best for: Developers and artists who want to rapidly prototype TouchDesigner projects using natural language

Dev low

Pantrist-dev/pantrist-mcp

Various

Model Context Protocol server wrapping the Pantrist REST API

★ 0 updated 6d ago
open-source

Best for: Developers building AI assistants that need to interact with Pantrist inventory and supply chain data

Dev low

pathrule/mcp

Various

Pathrule Remote MCP server

★ 0 updated 7d ago
open-source

Best for: Developers who need to serve or consume MCP endpoints remotely

Dev low

PeanutSplash/chelaile-mcp

Various

MCP server for 车来了 realtime bus data

★ 7 updated 16d ago
open-source

Best for: Developers building MCP-based assistants or tools that need live bus data for Chinese cities.

Dev low

perceptdot/percept

Various

[](https://glama.ai/mcp/servers/perceptdot/percept) 📇 ☁️ 🏠 - AI-powered observability platform for agents. Auto-discovers and recommends MCP servers; built-in connectors for GA4,

★ 0 updated 6d ago
open-source

Best for: Developers building AI agents who need basic observability with GA4 and MCP server discovery

Dev low

ppcvote/misp-mcp-server

Various

MISP (Malware Information Sharing Platform) MCP server with built-in prompt injection defense via prompt-defense-audit

★ 1 updated 15d ago
open-source

Best for: Developers building AI agents that need to query MISP threat intelligence with added security against prompt injection

Dev low

pubspro/pubmed-search

Various

MCP server for PubMed search and literature summarization

★ 0 updated 14d ago
open-source

Best for: Developers building AI-driven literature search or summarization tools that need structured access to PubMed

Dev low

pucilpet/crawlgraph-mcp

Various

MCP server for the CrawlGraph backlink-intelligence API (Common Crawl webgraph). Backlink lookups + competitor gap analysis for Claude, Cursor, Cline, and any MCP client.

★ 0 updated 12d ago
open-source

Best for: Developers building SEO tools or AI agents that need backlink data via MCP

Dev low

pushtodisplay/cli

Various

cli & mcp-server package for Push To Display

★ 0 updated 8d ago
open-source

Best for: Developers building automated display workflows or integrating display management into AI agent systems

Dev low

rbmuller/scherlok

Various

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

★ 6 updated 8d ago
open-source

Best for: Developers and data engineers using dbt who need quick, automated data quality checks without manual configuration.

Dev low

reflex-search/reflex

Various

Reflex - The instant, code-aware local search engine.

★ 59 updated 17d ago
open-source

Best for: Developers who need fast, offline code search across local repositories

Dev low

remoet-labs/remoet-mcp

Various

MCP server for Remoet — job search for AI agents. Hosted at api.remoet.dev/mcp.

★ 1 updated 15d ago
open-source

Best for: Developers building AI agents that require job search capabilities from Remoet

Dev low

rosasynthesiz/flstudio-mcp

Various

AI-powered FL Studio control via the Model Context Protocol. Beyond piano-roll notes — full in-DAW mixing (Mix Doctor, gain staging, EQ/comp/reverb, reference matching), routing, a

★ 0 updated 17d ago
open-source

Best for: Producers and audio engineers who want to automate FL Studio workflows using AI assistants like Claude

Dev low

rosenvladimirov/odoo-claude-mcp

Various

Self-hosted MCP server connecting Claude to Odoo 15→19 — 197+ tools, multi-tenant, Bulgaria l10n

★ 25 updated 8d ago
open-source

Best for: Developers needing to connect Claude to Odoo for automation and ERP management in a self-hosted environment

Dev low

runapi-ai/mcp

Various

RunAPI MCP server for model discovery, pricing lookup, task creation, and LLM chat.

★ 1 updated 9d ago
open-source

Best for: Developers building MCP-compatible tools who need to integrate RunAPI's model catalog and chat capabilities

Dev low

SaravananJaichandar/world-model-mcp

Various

A production-ready MCP server that builds a world model for codebases, preventing hallucinations, repeated mistakes, and regressions in Claude Code.

★ 4 updated 8d ago
open-source

Best for: Developers using Claude Code who need more reliable, context-aware code generation

Dev low

Savirinc/unfragile-mcp-server

Various

The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.

★ 1 updated 17d ago
open-source

Best for: Developers building AI agents that need to discover and connect to external capabilities

Dev low

seaworthy-io/seaworthy-mcp

Various

Open MCP server for disability insurance: an agent-callable quoterequest action plus carrier/coverage research tools, by Seaworthy Insurance Agency.

★ 0 updated 9d ago
open-source

Best for: Developers building AI agents for disability insurance brokers or agencies

Dev low

Semiotronika/LINZA-MCP

Various

Review-gated MCP sidecar for Markdown notes and incoming artifacts

★ 3 updated 12d ago
open-source

Best for: Developers who want a review-gated Markdown note-taking sidecar for MCP-based workflows

Dev low

sethbang/proton-mail-mcp

Various

Unofficial MCP server for Proton Mail (not affiliated with Proton AG) — send, read, search & organize email over SMTP/IMAP

★ 2 updated 9d ago
open-source

Best for: Developers who need to automate Proton Mail tasks through MCP-compatible AI tools

Dev low

shaqmughal/seekstone

Various

Obsidian MCP server for Claude — filesystem-direct, 575× smaller payloads than the REST plugin. No Obsidian app or plugins required.

★ 1 updated 6d ago
open-source

Best for: Developers using Claude who need filesystem-level access to Obsidian vaults without the app

Dev low

Sidd27/infrawise

Various

MCP server for AWS infrastructure analysis — Lambda, DynamoDB, SQS, PostgreSQL, MongoDB, EventBridge & more. Works with Claude Code, Cursor, and GitHub Copilot.

★ 10 updated 6d ago
open-source

Best for: Developers using AI coding assistants to manage AWS infrastructure

Dev low

slookisen/lokal

Various

Local healthy food

★ 0 updated 6d ago
open-source

Best for: Developers experimenting with local food data or building small food-discovery projects.

Dev low

smythmyke/govtoolspro-mcp-server

Various

MCP server for GovToolsPro — go/no-go scoring, incumbent intelligence, teaming-partner search, recompete prediction, Navy NECO lookup, and SAM.gov solicitation retrieval for federa

★ 0 updated 6d ago
open-source

Best for: Federal contractors and proposal teams needing automated opportunity assessment and market intelligence.

Dev low

smythmyke/markitup-mcp-server

Various

MarkItUp MCP server — AI image annotation and marketing-visual generation for Claude Code, Cursor, Claude Desktop, ChatGPT, and other MCP clients

★ 0 updated 17d ago
open-source

Best for: Developers who want to generate annotated images and marketing visuals from within their MCP-compatible AI coding environment

Dev low

smythmyke/patent-search-mcp-server

Various

MCP server for the AI Patent Search Generator — patent dossiers, prosecution history, citation graphs, and Google Patents search

★ 0 updated 12d ago
open-source

Best for: Developers building AI agents that need structured patent information on demand

Dev low

soolaugust/0CompactMem

Various

Zero context compaction for Claude Code & LLM agents. Persistent memory powered by OS primitives (demand paging, kswapd eviction, mlock pinning). Single SQLite file, MCP-native, mu

★ 0 updated 12d ago
open-source

Best for: Developers building multi-agent LLM systems that need efficient, shared persistent memory with OS-level control

Dev low

stagproject/sec-filings-mcp

Various

SEC EDGAR filing MCP for agents - search, preview, purchase (x402).

★ 1 updated 14d ago
open-source

Best for: Developers building AI agents that need to search, preview, and purchase SEC EDGAR filings

Dev low

summerstateofmind/cityparity

Various

Cost of living and quality of life comparison tool

★ 0 updated 11d ago
open-source

Best for: Developers who need a minimal starting point for city comparison functionality in JavaScript

Dev low

supertone-inc/supertone-mcp

Various

[](https://glama.ai/mcp/servers/supertone-inc/supertone-mcp) 🐍 ☁️ 🍎 🪟 🐧 - High-quality Supertone TTS API: generate speech, search & preview the voice catalog, predict duration/

★ 2 updated 8d ago
open-source

Best for: Developers building AI agents or tools that need high-fidelity speech generation via MCP.

Dev low

swimmwatch/cloakbrowser-mcp

Various

⚡ CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwarding, Docker support, and multi-session HTTP transport.

★ 3 updated 7d ago
open-source

Best for: Developers building AI agents that require programmatic browser control

Dev low

tcconnally/perseus

Various

Live context engine for AI assistants — resolve-before-context, session waypoints, and tool-selection intelligence for Hermes Agent

★ 7 updated 6d ago
open-source

Best for: Developers building AI assistants with Hermes Agent that need context management

Dev low

teodorofodocrispin-cmyk/trustboost-pii-sanitizer

Various

[](https://glama.ai/mcp/servers/teodorofodocrispin-cmyk/trustboost-api) 🐍 ☁️ - PII sanitization layer for autonomous AI agent pipelines. Detects and redacts emails, phone numbers,

★ 1 updated 6d ago
open-source

Best for: Developers building autonomous AI agents who need a basic PII filter before data leaves their control.

Dev low

tinqiao-oss/clawtouch-mcp

Various

ClawTouch MCP server — exposes a real USB-HID keyboard/mouse (Raspberry Pi Pico 2) as Model Context Protocol tools for any LLM agent. MIT.

★ 2 updated 6d ago
open-source

Best for: Developers who need a reliable physical HID bridge for LLM-driven automation on locked-down or embedded systems

Dev low

tools-mcp/vessel-traffic-mcp

Various

Read-only MCP server for vessel AIS, ship tracking, schedules, and BYOK maritime providers

★ 0 updated 17d ago
open-source

Best for: Developers building AI agents or dashboards that need live maritime traffic data

Dev low

uchit/mcp-regulated-ai-compliance

Various

mcp server exposing regulated-industry AI compliance knowledge — EU AI Act · APRA · NIST AI RMF · ISO 42001 · AU AI Safety │ Standard. 6 tools · 53 resources · 5 prompts. Apache 2.

★ 0 updated 7d ago
open-source

Best for: Developers building MCP-based tools that need to incorporate compliance checks for regulated AI systems

Dev low

vinvuk/apiverket-mcp

Various

MCP server for querying Swedish government data via Apiverket.se API

★ 1 updated 8d ago
open-source

Best for: Developers working with MCP-based assistants who need structured access to Swedish public sector data.

Dev low

VoxellInc/forge-mcp

Various

[](https://glama.ai/mcp/servers/VoxellInc/forge-mcp) 🎖️ 📇 ☁️ - Official MCP server for Forge, Voxell's hosted text-embedding API. Generate vector embeddings (turbo 1024d, pro 256

★ 0 updated 13d ago
open-source

Best for: Developers building MCP-based tools that need quick, hosted text embeddings for semantic search or RAG.

Dev low

warpfreight/warp-agent-mcp

Various

MCP server for the Warp freight API. Quote, book, and track LTL/FTL shipments from any MCP-compatible AI agent.

★ 2 updated 10d ago
open-source

Best for: Developers building AI agents that need to automate freight logistics

Dev low

WenyuChiou/research-hub

Various

AI-operable research workspace for Zotero, Obsidian, and NotebookLM. Use any two, or all three, through CLI, MCP, REST, and dashboard.

★ 23 updated 6d ago
open-source

Best for: Researchers who want to automate workflows across Zotero, Obsidian, and NotebookLM

Dev low

wnbhr/being

Various

Personality Runtime — persistent memory, identity, and relationships for AI agents that work across multiple LLM platforms via MCP

★ 0 updated 16d ago
open-source

Best for: Developers building cross-platform AI agents that need consistent personality and memory

Dev low

x402node/x402-mcp

Various

MCP server bringing 100+ x402-paid APIs to AI agents. Auto-syncs from CDP Bazaar. Stablecoin micropayments via x402 protocol across multi-chain (Base, Solana, Polygon, BNB, EVM). B

★ 0 updated 15d ago
open-source

Best for: Developers building autonomous AI agents that need to pay for external APIs on the fly

Dev low

xChuCx/agent-memory

Various

Local, searchable project memory for AI coding agents. Markdown source of truth, MCP interface, safe structured updates — no cloud.

★ 4 updated 8d ago
open-source

Best for: Developers who need persistent project memory for AI coding agents without cloud reliance.

Dev low

YGao2005/scholar-feed-mcp

Various

MCP server for searching 600,000+ CS/AI research papers with citation graphs, full text, embeddings, and BibTeX. Works with Claude Code, Cursor, and any MCP client. No signup requi

★ 7 updated 6d ago
open-source

Best for: Researchers and developers needing a lightweight offline-capable MCP server for CS/AI paper discovery

Dev low

Younghef/nutriref-api

Various

Pay-per-call USDA nutrition API for AI agents. x402 + USDC on Base.

★ 0 updated 13d ago
open-source

Best for: Developers building AI agents that need on-demand USDA nutrition data with per-call billing

Dev low

zekebuilds-lab/captcha-mcp

Various

MCP server for PoW + Lightning agent auth — charge AI agents per-call without accounts. npm: @powforge/captcha-mcp

★ 0 updated 30d ago
open-source

Best for: Developers building monetized agent APIs or wanting accountless authentication

Dev low

zhurong2020/pyobfus

Various

🛡️ Modern Python code obfuscator - Enterprise-grade protection at 50% lower cost than PyArmor

★ 0 updated 7d ago
open-source

Best for: Developers seeking a cheaper alternative to PyArmor for Python code protection

Dev low

zw008/VMware-Aria

Various

VMware Aria Operations monitoring, alerting, and capacity planning — MCP tools for AI agents

★ 0 updated 6d ago
open-source

Best for: DevOps engineers and platform teams who want to let AI agents monitor and manage VMware infrastructure

Dev low

zw008/VMware-Monitor

Various

Read-only VMware vCenter/ESXi monitoring — code-level enforced safety, zero destructive operations

★ 8 updated 6d ago
open-source

Best for: Developers and ops teams needing a safe, read-only monitoring tool for VMware environments.

Dev low

zzallirog/weighted-compact

Various

Substrate-based context compaction for Claude Code. Inspectable signal weights, local-only, MCP-ready. Alternative to /compact + hook-based capture (claude-mem, etc.).

★ 1 updated 6d ago
open-source

Best for: Developers using Claude Code who want transparent, local context compaction

Dev low

clanker-records/crompton-network

Various

Machine-native listening platform for C.W.A.'s Straight Outta Crompton. Your agent can listen. For real.

★ 0 updated 5d ago
open-source

Best for: Developers building experimental audio-reactive agents for niche music datasets

Dev low

emiliaprotocol/emilia-protocol

Various

EMILIA Protocol — Trust enforcement for high-risk actions. Open protocol for pre-action binding, policy-bound verification, one-time consumption, and accountable human signoff.

★ 2 updated 5d ago
open-source

Best for: Developers building systems that need auditable, policy-bound authorization for critical operations

Dev low

everstake/mcp

Various

[](https://glama.ai/mcp/servers/everstake/mcp) 🎖️ ☁️ - An MCP server for Everstake's non-custodial staking data across 130+ networks: live APY, uptime metrics, rewards calculator,

★ 0 updated 22d ago
open-source

Best for: Developers building AI agents that need real-time staking data across multiple blockchains

Dev low

infai-tech/vulnfeed-mcp

Various

Dependency vulnerability monitoring MCP server — knows your lockfile, prioritizes by EPSS, recommends fix versions.

★ 0 updated 16d ago
open-source

Best for: Developers who want automated, prioritized vulnerability alerts in their MCP workflow.

Dev low

musharna/data-aggregator-mcp

Various

Unified research-data acquisition MCP — search & fetch datasets across Zenodo, DataCite, NCBI omics (GEO/SRA/BioProject), and literature (PubMed/OpenAIRE) behind one normalized mod

★ 1 updated 6d ago
open-source

Best for: Researchers and developers building data aggregation tools for scientific datasets

Dev low

musharna/plant-genomics-mcp

Various

Plant genomics MCP server — 32 tools across 11 backends (Ensembl Plants, Phytozome, UniProt, Europe PMC, QuickGO, NCBI BLAST, Gramene, KEGG, STRING-DB, ATTED-II, BAR) + cross-sourc

★ 0 updated 6d ago
open-source

Best for: Developers building AI agents or pipelines that need unified access to plant genomics data

Dev low

spokenmd/spoken

Various

Podcast transcript API — turn any published podcast into clean Markdown with real speaker names. Built for AI agents.

★ 2 updated 8d ago
open-source

Best for: Developers building AI agents that need to ingest and process podcast transcripts programmatically.

Dev low

tamasPetki/HeadlessTracker

Various

MCP server for crypto portfolio tracking. No dashboard UI — AI hosts render on demand. Bybit, Binance, MetaMask, Solana, Polymarket.

★ 2 updated 5d ago
open-source

Best for: Developers building AI assistants that need live crypto portfolio data without a traditional dashboard.

Dev low

teodorofodocrispin-cmyk/intelica-mcp

Various

[](https://glama.ai/mcp/servers/teodorofodocrispin-cmyk/intelica-mcp) 🐍 ☁️ - Competitive intelligence API for autonomous AI agents. Analyzes any URL or company description and ret

★ 0 updated 6d ago
open-source

Best for: Developers building autonomous AI agents that need quick, lightweight competitive intelligence from public URLs or company descriptions.

Dev low

Vaquill-AI/canlii-mcp

Various

MCP server for the CanLII Canadian legal database. Hosted at canlii-mcp.vaquill.ai. Works with Claude, Cursor, VS Code, Windsurf.

★ 2 updated 6d ago
open-source

Best for: Developers building AI-assisted legal research tools or integrating Canadian law into coding environments

Dev low

zw008/VMware-Storage

Various

VMware vSphere storage management: datastores, iSCSI, vSAN. Domain-focused MCP skill with 11 tools.

★ 0 updated 5d ago
open-source

Best for: VMware administrators who want to script storage management via an MCP assistant

Dev low

aayushmdesai/mcp-dotnet-diagnostics

Various

MCP server for .NET runtime diagnostics — memory, GC, threads, and more

★ 0 updated 4d ago
open-source

Best for: .NET developers building AI-assisted debugging and monitoring tools

Dev low

alexar76/aimarket-plugins

Various

15 AIMarket hub plugins — TEE escrow, channels, reputation, safety, and more.

★ 0 updated 3d ago
open-source

Best for: Developers building or extending a decentralized AI agent marketplace who need modular plugin components.

Dev low

antonio-mello-ai/mcp-redis-monitor

Various

MCP server for redis-monitor

★ 2 updated 9d ago
open-source

Best for: Developers experimenting with MCP-based monitoring agents for Redis

Dev low

ap311036/ews-meeting-mcp

Various

MCP server and CLI for scheduling meetings through on-prem Exchange EWS

★ 2 updated 2d ago
open-source

Best for: Developers needing to schedule meetings on on-prem Exchange via MCP

Dev low

Archerkattri/mathlas

Various

Airtight math tools an AI uses over MCP — 3.7M-theorem search, PSLQ constant ID, OEIS, real Lean kernel checks, applicability checklists. No LLM inside, no API key.

★ 1 updated 2d ago
open-source

Best for: Developers building AI agents that need rigorous mathematical verification without relying on an LLM.

Dev low

Autario/autario-mcp

Various

Autario MCP server | Query 2,500+ verified datasets from your AI agent

★ 0 updated 4d ago
open-source

Best for: Developers building AI agents that need access to a broad range of public datasets

Dev low

azmartone67/dchub-mcp-server

Various

Data-center intelligence MCP server — 38 tools, 21,000+ data-center facilities (170+ countries), 232 US power markets (DC Hub Power Index), 2,000+ tracked M&A deals, ISO grid telem

★ 0 updated 2d ago
open-source

Best for: Developers needing programmatic access to data-center intelligence for market analysis or infrastructure planning

Dev low

basicmachines-co/basic-memory

Various

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

★ 3,192 updated 2d ago
open-source

Best for: Developers who frequently use AI assistants and want to avoid repeating project context

Dev low

BeBraveBeKind/mcpskills-server

Various

Pre-install trust layer for MCP servers, AI skills & npm packages — the @mcpskillsio/server MCP server (io.mcpskills/server).

★ 0 updated 4d ago
open-source

Best for: Developers who need a pre-install trust layer for MCP servers and related components

Dev low

bvisible/mcp-ssh-manager

Various

MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring

★ 242 updated 4d ago
open-source

Best for: Developers using AI assistants for remote server management

Dev low

CoinRithm/coinrithm-agent-trading

Various

Let any AI agent (Claude, ChatGPT/Codex, Gemini) paper-trade on CoinRithm with a key you mint and control. Hosted MCP, local MCP, OpenAPI, skill + prompts.

★ 1 updated 3d ago
open-source

Best for: Developers building AI agents that need paper trading on CoinRithm

Dev low

Crawlora-org/crawlora-mcp

Various

Hosted MCP server for structured public web data — 319 tools across search, maps, commerce, social & finance, returning clean JSON.

★ 0 updated 2d ago
open-source

Best for: Developers needing a broad, ready-to-use MCP server for scraping public web data

Dev low

Dissimilis/DirForge

Various

Simple, yet useful read-only directory browsing web app

★ 3 updated 3d ago
open-source

Best for: Developers needing a quick, secure directory viewer for internal or development environments

Dev low

dmang-dev/mcp-bizhawk

Various

MCP server for BizHawk — drive NES/SNES/GB/GBC/GBA/Genesis/N64/PSX/Saturn and more through one Lua bridge

★ 0 updated 2d ago
open-source

Best for: Developers integrating AI agents with retro game emulators for research or automation

Dev low

dmang-dev/mcp-dolphin

Various

MCP server for Dolphin (GameCube + Wii) — drives memory r/w, controllers, savestate, frame advance via Felk's Python-scripting Dolphin fork

★ 0 updated 2d ago
open-source

Best for: Developers building AI-assisted tooling for emulator-based game testing, TAS creation, or memory analysis on GameCube/Wii

Dev low

dmang-dev/mcp-ppsspp

Various

MCP server for PPSSPP — drive PSP games through PPSSPP's built-in WebSocket debugger

★ 2 updated 2d ago
open-source

Best for: Developers experimenting with emulator automation or building AI agents for PSP game interaction

Dev low

dmang-dev/mcp-retroarch

Various

MCP server for RetroArch — exposes memory r/w, save state, screenshot, pause/frameadvance/reset via the Network Control Interface

★ 1 updated 2d ago
open-source

Best for: Developers building automation or debugging tools for retro game emulation

Dev low

dodopayments/dodo-agent-plugin

Various

Official Dodo Payments Plugin for Claude Code

★ 2 updated 4d ago
open-source

Best for: Developers already using Claude Code who need quick payment API access without leaving their terminal

Dev low

drashrafsaiyed-cyber/instagram-mcp

Various

Instagram MCP server — control Instagram via Claude Desktop & Claude Web

★ 0 updated 5d ago
open-source

Best for: Developers who want to experiment with AI-controlled Instagram automation via Claude

Dev low

eliasfire617/crypto-market-data-mcp

Various

Read-only crypto market data MCP server (price, funding rates, open interest, long/short, order book, candles) across major exchanges via CCXT.

★ 0 updated 3d ago
open-source

Best for: Developers building crypto trading tools or analytics dashboards that need standardized market data from multiple exchanges.

Dev low

fenghaochang/LoreRoom

Various

Encrypted, bidirectional local memory for your Claude Code Telegram bot — captures both sides at the plugin source, recalls via MCP.

★ 1 updated 5d ago
open-source

Best for: Developers who need persistent, private memory for their Claude Code Telegram bot

Dev low

FileToPDF/filetopdf-mcp

Various

MCP server for FileToPDF — convert files, HTML & Markdown to PDF from any MCP client

★ 0 updated 3d ago
open-source

Best for: Developers building AI-assisted document workflows who need PDF output via MCP.

Dev low

forgemeshlabs/aso-audit-mcp

Various

ASO audit MCP server for Agent Signal Optimization readiness scanning

★ 0 updated 3d ago
open-source

Best for: Developers building agent-based systems who need to verify signal readiness

Dev low

gabrielmahia/mpesa-mcp

Various

MCP server for M-Pesa (Safaricom Daraja) and Africa's Talking — give AI agents East African fintech superpowers

★ 1 updated 8d ago
open-source

Best for: Developers building AI agents that interact with East African mobile money and SMS services.

Dev low

graphpilot-oss/graphpilot

Various

Structural memory for coding agents — index your repo once, query symbols, callers, and call-edges over MCP.

★ 10 updated 3d ago
open-source

Best for: Developers prototyping or building MCP-based coding agents that need structural code context.

Dev low

helbertparanhos/resend-email-mcp

Various

The most complete MCP server for the Resend email API — full API coverage plus a unique debug/diagnostics layer.

★ 0 updated 4d ago
open-source

Best for: Developers building MCP-powered tools that need reliable email sending and debugging

Dev low

ionos-cloud/ionoscloud-mcp

Various

This project implements an MCP server to interact with ionos cloud resources.

★ 5 updated 2d ago
open-source

Best for: Developers using IONOS cloud who want to manage resources through MCP-compatible AI assistants or automation tools.

Dev low

JayOfemi/shikamaru

Various

Provably correct day-count and accrued-interest calculations.

★ 0 updated 3d ago
open-source

Best for: Developers building financial tools that require provably correct day-count and interest computations.

Dev low

JeongSeongMok/tossinvest-openapi-mcp

Various

토스증권 Open API(Toss Securities Open API)를 AI 에이전트가 쉽게 탐색·연동하도록 돕는 MCP 서버 (stdio). Claude·Cursor·Codex 지원.

★ 1 updated 3d ago
open-source

Best for: Developers building AI assistants for Korean securities trading

Dev low

Jobicy/remote-jobs-mcp-server

Various

Official Model Context Protocol (MCP) server to search, filter, and retrieve live remote job listings from the Jobicy database in real-time. Works with Claude Code, Cursor, Cline,

★ 1 updated 3d ago
open-source

Best for: Developers building AI agents that need live remote job search capabilities

Dev low

Jott2121/agent-gate

Various

MCP server that adds a fail-closed quality gate and hash-chained receipt ledger to any AI agent workflow.

★ 1 updated 2d ago
open-source

Best for: Developers deploying MCP-based AI agents that need output quality control and an immutable audit trail

Dev low

juergenkoller-software/distill-mcp

Various

Open-source MCP server bridge for Distill — let Claude/Cursor rename your files based on content (AI: Claude/OpenAI/Gemini/Ollama/Apple).

★ 0 updated 5d ago
open-source

Best for: Developers who want AI-assisted file renaming within Cursor or Claude environments

Dev low

juergenkoller-software/nemeton-mcp

Various

Open-source MCP server bridge for Nemeton — control native macOS VMs from Claude Desktop, Claude Code, Cursor.

★ 0 updated 5d ago
open-source

Best for: Developers who manage macOS virtual machines with Nemeton and want to control them from AI coding assistants.

Dev low

juergenkoller-software/pdf-content-search-mcp

Various

Open-source MCP server bridge for PDF Content Search — full-text PDF search + OCR for Claude/Cursor across thousands of documents.

★ 0 updated 5d ago
open-source

Best for: Developers needing to add PDF search capabilities to AI-driven applications

Dev low

kent-tokyo/shohei

Various

A next-generation Rust DNS diagnostic CLI that visualizes DNSSEC trust chains, iterative resolution paths, and DoH/DoT with an interactive TUI.

★ 1 updated 3d ago
open-source

Best for: Network engineers and security researchers debugging DNS and DNSSEC issues

Dev low

lyrenth/lyrenth-mcp

Various

[](https://glama.ai/mcp/servers/lyrenth/lyrenth-mcp) 📇 🏠 - Read any URL as a clean AIDocument (Markdown + structure) through Lyrenth's cached index.

★ 0 updated 3d ago
open-source

Best for: Developers who need to feed clean web content into AI assistants or agents via MCP

Dev low

malinoto/tracepass-mcp-server

Various

Model Context Protocol server for TracePass — the EU Digital Product Passport platform

★ 0 updated 4d ago
open-source

Best for: Developers building AI-powered tools for EU Digital Product Passport compliance

Dev low

mambalabsdev/mcp-domain-to-linkedin-url-resolver

Various

MCP server for Domain to LinkedIn URL Resolver. Resolves a company domain or name to its LinkedIn company URL with confidence scoring and firmographics via Apify. Clay-ready output

★ 1 updated 4d ago
open-source

Best for: Developers building automated lead enrichment or sales prospecting pipelines that need LinkedIn company URLs from domains.

Dev low

mambalabsdev/mcp-gtm-suite

Various

MCP server for the full Mamba Labs GTM Suite. All six GTM actors as tools in one server via Apify. Clay-ready output.

★ 0 updated 4d ago
open-source

Best for: Developers building automated GTM enrichment pipelines for Clay

Dev low

mambalabsdev/mcp-icp-fit-scorer

Various

MCP server for ICP Fit Scorer. Scores a company against your ideal customer profile with weighted signals via Apify. Returns a 0 to 100 score, a tier, and a per-signal breakdown. C

★ 1 updated 4d ago
open-source

Best for: Early adopters needing automated ICP scoring with custom weighting

Dev low

mcp

ai.aient

MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix PR.

open-source

Best for: SRE teams and developers seeking to automate incident response and fix generation

Dev low

mgnirck/lecka-mcp

Various

📇 ☁️ - Race nutrition planning for endurance athletes. Calculates carb, sodium and fluid targets for marathons, ultras, cycling and triathlons. Returns personalised Lecka product

★ 0 updated 4d ago
open-source

Best for: Endurance athletes who use AI assistants and want quick, personalized nutrition plans tied to Lecka products

Dev low

Mingye-Lu/AgenticCrawler

Various

acrawl — LLM-powered web crawler. Describe what you want in plain English, get structured data back. Single Rust binary, 25 providers, MCP server built-in.

★ 5 updated 2d ago
open-source

Best for: Developers who need a quick, LLM-driven web scraper with multi-provider support and MCP compatibility.

Dev low

mnoomnoo/resume-mcp-server

Various

MCP server enabling AI assistants to search and retrieve information from local resume and job application documents

★ 0 updated 3d ago
open-source

Best for: Developers building personal AI assistants that need to query local job application documents

Dev low

mouse114514/Xadeus-QQ-MCP

Various

基于 Amadeus-QQ-MCP 改造的 QQ MCP Server,支持 Auto-Wake、消息收发、群聊管理。一键配置 Windows 端。

★ 0 updated 4d ago
open-source

Best for: Developers needing a quick QQ MCP server setup on Windows for AI agent integration

Dev low

mukul-dutt/mentionsapi-mcp

Various

MCP server for MentionsAPI - brand visibility across every AI search surface (ChatGPT, Claude, Gemini, Perplexity, AI Overviews, AI Mode, Bing Copilot)

★ 0 updated 3d ago
open-source

Best for: Brand managers and developers who need to track brand visibility across AI search surfaces programmatically

Dev low

musharna/jobd

Various

Self-hostable GPU-aware job broker for your own machines, with native MCP/agent integration

★ 0 updated 2d ago
open-source

Best for: Developers needing a private, GPU-aware job broker that can plug into agent systems

Dev low

namixai/signer-mcp

Various

Usenami Signer MCP — sign CEX/DEX orders (Binance, OKX, Asterdex) from any MCP-aware AI agent; the signing key never leaves an AWS Nitro Enclave (attested PCR0). 5 tools, stdio.

★ 0 updated 2d ago
open-source

Best for: Developers building AI-powered trading agents that need hardware-backed key protection on AWS

Dev low

Natden444/pickanagency-mcp

Various

MCP server for Pick an Agency — search 47,000+ marketing agencies and get AI-matched, in any AI agent. https://www.pickanagency.com

★ 0 updated 2d ago
open-source

Best for: Developers building AI agents that need to recommend or find marketing agencies

Dev low

pavelpilyak/devrecall

Various

[](https://glama.ai/mcp/servers/pavelpilyak/devrecall) 🏎️ 🏠 🍎 🐧 - Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear tickets, Confluence docs, Slack t

★ 1 updated 5d ago
open-source

Best for: Developers who want to keep their activity data local and integrate multiple tools for offline querying

Dev low

pineforge-4pass/pineforge-codegen-mcp

Various

Offline MCP server: an AI agent transpiles PineScript v6 → C++ and runs deterministic, TradingView-parity backtests locally — 245/246 strict, 0 engine bugs. One Docker container, n

★ 1 updated 3d ago
open-source

Best for: Developers needing private, deterministic backtesting of PineScript strategies without TradingView cloud dependency

Dev low

re-port-flow/reportflow-mcp

Various

ReportFlow MCP Server - PDF report generation for Claude and AI agents (public publish mirror of monepla/report-mcp)

★ 0 updated 8d ago
open-source

Best for: Developers building AI agents that need to produce PDF reports programmatically

Dev low

rendobar/mcp

Various

Official MCP server for Rendobar. Lets AI agents run serverless media processing and upload local files from Claude, Cursor, and more.

★ 0 updated 2d ago
open-source

Best for: Developers using MCP-compatible AI tools who need serverless media processing and file uploads

Dev low

renezander030/agentic-task-system

Various

Your task manager is the best agent memory you're not using. An agent-native context layer over your existing task app: hybrid retrieval (RRF), capture-time enrichment, pluggable a

★ 1 updated 5d ago
open-source

Best for: Developers building AI agent memory systems that leverage existing task managers

Dev low

rnwkr7rscy-lang/fittin-mcp

Various

Free startup IP protection MCP for Cursor and Claude — know what's protectable before competitors copy it

★ 0 updated 9d ago
open-source

Best for: Solo founders and small startup teams using Cursor or Claude who want basic IP awareness without paying for legal tools.

Dev low

scavio-ai/scavio-mcp

Various

Production ready MCP server with real-time search & extract in Google, Amazon, YouTube, Walmart, Reddit, TikTok and Instagram

★ 3 updated 2d ago
open-source

Best for: Developers needing a quick, multi-platform web scraping MCP server

Dev low

seob717/redash-mcp

Various

MCP server for querying and managing Redash with Claude AI

★ 0 updated 3d ago
open-source

Best for: Developers who use Claude AI and need to interact with Redash programmatically

Dev low

skippedaga/yanifend-mcp

Various

YaniFend MCP server — manage your WordPress feedback questionary and read answers from Claude

★ 0 updated 4d ago
open-source

Best for: Developers who want to query WordPress feedback via Claude using MCP

Dev low

slidecraft-in/presentations-ai-mcp-server

Various

Official MCP server for Presentations.AI - create designed slide decks from a topic, text, or document via any MCP-compatible client.

★ 0 updated 3d ago
open-source

Best for: Developers who want to programmatically create slide decks via MCP

Dev low

squidcode/timebook-cli

Various

Timebook CLI + MCP server — track time on usetimebook.com from your terminal or expose it to AI agents (Claude, Codex, ...).

★ 0 updated 5d ago
open-source

Best for: Developers who want to track time from the terminal or through AI agents

Dev low

supra126/taiwan-payroll

Various

台灣勞健保勞退法定費用計算引擎 — Taiwan statutory payroll calculation engine (TS core + MCP server + Python)

★ 0 updated 3d ago
open-source

Best for: Developers building Taiwan-specific payroll systems or compliance tools

Dev low

SVerITG/Metis

Various

A Research Cortex. A research companion for Claude. Your library, notes & memory stay on your machine; answers cited from your own library; 30+ specialist skills; auto cross-pollin

★ 0 updated 5d ago
open-source

Best for: Researchers and developers who want a private, automated research assistant that integrates with Claude

Dev low

tempguru-co/tempguru-mcp

Various

MCP server for W-2 event staffing data: rates, availability, and state compliance across 300+ US and Canadian markets. Hosted at mcp.tempguru.co/mcp, local via npx tempguru-mcp.

★ 0 updated 2d ago
open-source

Best for: Developers building tools for event staffing agencies or temporary labor marketplaces

Dev low

TheGoatPsy/mneme

Various

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is the source of truth, no LLM on the Stop path, redaction before every derived store.

★ 0 updated 5d ago
open-source

Best for: Developers using Claude Code who need secure, auditable memory

Dev low

tokenofesteem/mcp

Various

Front door for the Token of Esteem MCP server: docs plus a minimal introspection stub. Live server hosted at mcp.tokenofesteem.com.

★ 0 updated 5d ago
open-source

Best for: Developers who need to quickly connect to the Token of Esteem MCP server and want a lightweight reference.

Dev low

tracegazer/clockify-mcp

Various

Full-coverage Clockify MCP — 112 tools across 18 domains (incl. invoices, scheduling, time-off & approvals), native OpenTelemetry observability, and a 3-tier read/time-tracking/ful

★ 0 updated 4d ago
open-source

Best for: Developers building AI assistants that need comprehensive Clockify integration

Dev low

tracegazer/invgate-service-desk-mcp

Various

MCP server for the InvGate Service Desk API — exposes InvGate Service Desk operations as Model Context Protocol tools.

★ 1 updated 4d ago
open-source

Best for: Developers building AI assistants that need to automate InvGate Service Desk workflows

Dev low

turbyho/mem-context

Various

Multi-modal RAG engine for AI assistants. Stores conversation history, conclusions, diffs, error traces, and other development artifacts in LanceDB with vector search, multi-factor

★ 0 updated 2d ago
open-source

Best for: Developers building AI assistants that need persistent, context-aware memory from development artifacts

Dev low

Vbj1808/retrieval-lens

Various

MCP server that audits RAG retrieval - logs what chunks the model saw before any answer was generated

★ 1 updated 5d ago
open-source

Best for: Developers debugging and auditing RAG retrieval pipelines

Dev low

willianpinho/mcp-gateway-scan

Various

[](https://glama.ai/mcp/servers/willianpinho/mcp-gateway-scan) 📇 🏠 - Read-only static scanner for MCP / agent-gateway production-readiness. The scangateway tool scores a repo acr

★ 1 updated 3d ago
open-source

Best for: Developers deploying MCP or agent-gateway systems who need a quick pre-production compliance check.

Dev low

xyver/daedal-map

Various

Open geographic query engine — ask place-based questions in natural language, get answers on a map. Covers disasters, demographics, economics, and climate data across 40+ sources.

★ 0 updated 2d ago
open-source

Best for: Developers seeking a natural language interface for geographic data exploration

Dev low

zw008/VMware-NSX-Security

Various

VMware NSX DFW microsegmentation and security: distributed firewall, security groups, tags, traceflow, IDPS — MCP tools for AI agents

★ 0 updated 3d ago
open-source

Best for: Developers building AI agent workflows that need to interact with VMware NSX security features

Dev low

zw008/VMware-VKS

Various

MCP Skill + CLI for vSphere with Tanzu (VKS) — Supervisor, Namespace, and TanzuKubernetesCluster lifecycle management. Requires vSphere 8.x+.

★ 1 updated 3d ago
open-source

Best for: Developers and operators managing vSphere with Tanzu environments who want MCP-based automation for cluster lifecycle tasks.

Dev low

AlphaCreek MCP

ai.alphacreek

Hosted MCP for citation-ready SEC filing navigation. Setup for Claude, ChatGPT, Cursor, and Cline; tools, security, and authentication.

open-source

Best for: Developers and analysts who need citation-ready SEC filing data integrated with their AI workflows