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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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Best MCP servers for small business operators

The eight servers that let an assistant run your CRM, your books, your spreadsheets, and your docs. Picked for operators, not developers.

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What matters right now

The 6 worth your time

Cut from 2,974 — ranked by real momentum (GitHub stars, how actively it's maintained, and freshness) and what builders are opening on this site. The full list is below.

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Showing 2974 of 2974 entries

Dev low

06ketan/slideshot

Various

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

★ 1 updated 3mo ago
open-source MIT TypeScript

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

Dev low

0rkz/byte-mcp-server

Various

MCP server for BYTE Library — per-byte USDC data feeds for AI agents on Arbitrum. Subscribe or pay-per-call via x402. No API keys, no token.

★ 1 updated 1mo ago
open-source MIT JavaScript

Best for: Developers building AI agents on Arbitrum that need granular USDC data feeds

Dev low

06ketan/substack-ops

Various

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

★ 0 updated 2mo ago
open-source MIT Python

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

Dev low

0x-devc/novai-mcp-server

Various

[](https://glama.ai/mcp/servers/0x-devc/novai-mcp-server) 📇 ☁️ - Read-only access to the live NOVAI blockchain (AI-native L1). Query blocks, transactions, AI entities, on-chain si

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers building tools or dashboards that need live, read-only access to the NOVAI blockchain

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 1y ago
open-source MIT JavaScript

Best for: Developers building AI-powered smart home automations

Dev low

0xdaef0f/job-searchoor

Various

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

★ 64 updated 1y ago
open-source MIT JavaScript

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

Dev low

0xDegenMo/lighter-mcp

Various

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

Alternative to Fastmcp

★ 1 updated 2mo ago
open-source MIT Python

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 2mo ago
open-source AGPL-3.0 Rust

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 JavaScript

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 5mo ago
open-source MIT Python

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 3mo ago
open-source MIT TypeScript

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

Dev low

1325.AI

ai.1325

Verified directory of 44,000+ Black-owned U.S. businesses. Search, maps, loyalty rewards.

open-source

Best for: Consumers and community advocates seeking to support Black-owned businesses in the U.S.

Dev low

13bm/GhidraMCP

Various

Active Socket based MCP Server for Ghidra

Alternative to Lauriewired Ghidramcp

★ 119 updated 2mo ago
open-source Apache-2.0 Java

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 3mo ago
open-source MIT TypeScript

Best for: Businesses running reporting in Metabase who want plain-English answers

Dev low

1mcp/agent

Various

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

★ 447 updated 2mo ago
open-source Apache-2.0 TypeScript

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 2mo ago
open-source MIT Python

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

Dev low

27dream/mcp-eastmoney

Various

📈 东方财富MCP服务器 | A股实时行情+主力资金+板块数据+K线 | Claude Code/Cursor通用

★ 0 updated 1mo ago
open-source MIT Python

Best for: Developers building AI-assisted quantitative trading tools for Chinese A-share markets

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 5mo ago
open-source TypeScript

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 11mo ago
open-source Apache-2.0 Python

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 1y ago
open-source MIT Python

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

Dev low

2s-io/sdk

Various

Client API wrapper for 2s.io.

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: TypeScript developers who need a convenient client for the 2s.io API

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 4mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT Python

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 2mo ago
open-source MIT TypeScript

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 4mo ago
open-source MIT JavaScript

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 1y ago
open-source TypeScript

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 4mo ago
open-source MIT TypeScript

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 7mo ago
open-source MIT Python

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

Alternative to Wonderwhy Er Desktopcommandermcp

★ 249 updated 2mo ago
open-source MIT Rust

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 3mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT JavaScript

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 4mo ago
open-source Python

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

Dev low

9hannahnine-jpg/arc-gate-mcp

Various

Runtime governance for MCP tool calls — Arc Gate for the MCP protocol layer

★ 0 updated 2mo ago
open-source Python

Best for: Developers who need runtime policy enforcement for MCP-based agent tool calls in experimental or internal projects

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 10mo ago
open-source MIT TypeScript

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

Dev low

a-y-ibrahim/after-effects-mcp

Various

MCP server for controlling Adobe After Effects from AI clients (Claude, etc.) - ExtendScript execution, background rendering, deep project/layer inspection, and first-class Arabic/

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers and motion graphics artists who want to control After Effects through AI assistants

Dev low

a2cr/a2cr

Various

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

★ 0 updated 2mo ago
open-source Python

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

Dev low

aadilr/changethisfile-mcp

Various

MCP server for ChangeThisFile — free file conversion between 690+ formats (image, video, audio, document, data, font, ebook, archive). No auth required.

★ 0 updated 2mo ago
open-source MIT JavaScript

Best for: Developers building AI agents that need ad hoc file conversion without managing accounts or subscriptions

Dev low

aarifmms/keyblind

Various

keyblind

★ 2 updated 2mo ago
open-source MIT TypeScript

Best for: Developers exploring simple keyboard event filtering in small projects

Dev low

aaronjmars/web3-research-mcp

Various

Deep Research for crypto - free & fully local

★ 157 updated 2mo ago
open-source MIT TypeScript

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 5mo ago
open-source MIT JavaScript

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.

Alternative to Exa Labs Exa Mcp Server

★ 1,338 updated 2mo ago
open-source Apache-2.0 TypeScript

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

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 5mo ago
open-source TypeScript

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

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

Alternative to Awslabs Mcp

★ 13 updated 5mo ago
open-source TypeScript

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

Dev low

aayushmdesai/mcp-dotnet-diagnostics

Various

MCP server for .NET runtime diagnostics — memory, GC, threads, and more

★ 0 updated 2mo ago
open-source MIT C#

Best for: .NET developers building AI-assisted debugging and monitoring tools

Dev low

AbdelStark/bitcoin-mcp

Various

Bitcoin & Lightning Network MCP Server.

★ 74 updated 1y ago
open-source MIT TypeScript

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 MIT TypeScript

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 MIT Python

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

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 12 updated 2mo ago
open-source Apache-2.0 Python

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

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 10mo ago
open-source MIT Python

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.

Alternative to Vectorize Io Hindsight

★ 88 updated 8mo ago
open-source MIT TypeScript

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

Alternative to Exa Labs Exa Mcp Server

★ 44 updated 1y ago
open-source MIT TypeScript

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 3mo ago
open-source MIT Python

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 3mo ago
open-source MIT Python

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 2mo ago
open-source MIT Python

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

Dev low

AceDataCloud/MCPSeedream

Various

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

★ 0 updated 2mo ago
open-source MIT Python

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

Dev low

AceDataCloud/MCPNanoBanana

Various

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

★ 6 updated 2mo ago
open-source MIT Python

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

Dev low

AceDataCloud/MCPShortURL

Various

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

★ 0 updated 2mo ago
open-source MIT Python

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

Alternative to Agent Infra Mcp Server Browser, Browsermcp Mcp, Executeautomation Playwright Mcp Server

★ 102 updated 2mo ago
open-source MIT JavaScript

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

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 2mo ago
open-source MIT Python

Best for: Developers building compliance automation tools that need structured regulatory data

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

adanb13/cirdan

Various

AI infrastructure cartographer and operations daemon — Graphify for live infrastructure. Fingerprints, graphs, and watches Docker/Kubernetes/AWS/IaC for AI agents via CLI + MCP.

★ 0 updated 1mo ago
open-source Apache-2.0 Python

Best for: Developers building AI agents that need real-time awareness of live infrastructure

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 1y ago
open-source MIT Rust

Best for: Developers integrating LLMs into embedded debugging workflows

Dev low

adancurusul/serial-mcp-server

Various

A comprehensive MCP server for serial port communication

★ 54 updated 1y ago
open-source MIT Rust

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 5mo ago
open-source MIT TypeScript

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 10mo ago
open-source Rust

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 2mo ago
open-source MIT Python

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 MIT Python

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 MIT Python

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 4mo ago
open-source MIT Python

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 3mo ago
open-source TypeScript

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 2mo ago
open-source MIT Python

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 2mo ago
open-source MIT TypeScript

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

Dev low

adside

ai.adside

Adside is the AI copilot for Meta ads teams. Monitor competitor ads, track your top performers, and bulk-import ads in a few clicks. Built for agencies and in-house teams.

open-source

Best for: Agencies and in-house teams managing Meta ad campaigns

Dev low

AdsMCP/tiktok-ads-mcp-server

Various

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

★ 33 updated 9mo ago
open-source MIT Python

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

Dev low

adw0rd/awesome-mcp-tools-mcp

Various

CLI + MCP stdio bridge for the awesome-mcp.tools catalog of 2,000+ MCP servers. Search from terminal or wire into Claude/Cursor/Codex/Cline/Windsurf.

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers who frequently need to discover MCP servers from the terminal or within AI coding assistants.

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 2mo ago
open-source Python

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 3mo ago
open-source Apache-2.0 JavaScript

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

Dev low

Aether Wealth

ai.aetherwealth

Connect the Aether Wealth MCP server — hosted in Claude and ChatGPT, local in Hermes Agent, or local via npx — to let AI assistants call trading journal, alert, market data, macr

open-source

Best for: Developers building AI-assisted trading or financial analysis workflows

Dev low

AetherWave-Studio/aetherwave-mcp

Various

Model Context Protocol server for AetherWave Studio - music, image, video, and band generation tools for Claude, Cursor, Continue, and custom agents.

★ 3 updated 1mo ago
open-source MIT JavaScript

Best for: Developers building creative AI agents that need multimodal content generation via the Model Context Protocol

Dev low

aethynio/aethyn-browser-mcp

Various

Browser MCP to use custom proxies for scraping by AI Agents

Alternative to Executeautomation Playwright Mcp Server

★ 0 updated 30d ago
open-source MIT TypeScript

Best for: Developers building AI agents that need proxy-managed web scraping

Dev low

afshinator/mcp-server-pexels

Various

MCP server for Pexels stock photos and videos.

★ 1 updated 2mo ago
open-source MIT TypeScript

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 5mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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 4mo ago
open-source MIT Python

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 2mo ago
open-source Apache-2.0 TypeScript

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 4mo ago
open-source MIT JavaScript

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

Dev low

agentberg

ai.agentberg

Agent-to-agent trading intelligence exchange. Publish findings, vote on quality, earn reputation.

Alternative to Oraios Serena

open-source

Best for: Developers building multi-agent systems that need a shared, quality-vetted intelligence pool

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 2mo ago
open-source MIT JavaScript

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

Dev low

agentbodegastore/agentbodega

Various

AgentBodega MCP discovery package and public registry metadata

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers building or extending tools within the MCP ecosystem who need a lightweight discovery mechanism.

Dev low

agentcivics/agentcivics

Various

On-chain civil registry for AI agents — birth certificates, identity, and lineage tracking on Ethereum

★ 0 updated 2mo ago
open-source MIT JavaScript

Best for: Developers experimenting with on-chain agent identity and provenance

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 2mo ago
open-source MIT Python

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 6mo ago
open-source MIT Python

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 4mo ago
open-source MIT Python

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

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

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 Terminal Directory

ai.agenticterminal

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

★ 0 updated 2mo ago
open-source MIT TypeScript

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

Dev low

agenticdecks/deckrun-mcp

Various

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

★ 1 updated 3mo ago
open-source MIT Python

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 2mo ago
open-source Apache-2.0 TypeScript

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

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 2mo ago
open-source MIT TypeScript

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.

Alternative to Topoteretes Cognee

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.

Alternative to Pipedreamhq Pipedream

★ 2 updated 2mo ago
open-source MIT TypeScript

Best for: Developers prototyping AI agent workflows with many integrations

Dev low

agentkitai/agentlens

Various

Open-source observability and audit trail platform for AI agents. MCP-native, tamper-evident event logging, real-time dashboard.

Alternative to Vectorize Io Hindsight

★ 9 updated 29d ago
open-source MIT TypeScript

Best for: Developers building MCP-native AI agents who need auditable observability and logging.

Dev low

agentlux/agentlux-mcp

Various

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

★ 0 updated 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source TypeScript

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

Dev low

agentmetal/mcp

Various

AgentMetal MCP server — let an AI agent provision Linux VPSes (USDC/x402 or card) over HTTP 402.

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need to programmatically provision Linux servers with payment handling

Dev low

AgentModule/mcp

Various

Agent Module MCP Server — deterministic knowledge retrieval for autonomous agents

★ 1 updated 4mo ago
open-source MIT JavaScript

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 4mo ago
open-source MIT JavaScript

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

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 2mo ago
open-source MIT TypeScript

Best for: Developers building multi-agent systems that require standardized identity governance and credential enforcement

Dev low

agentward-ai/agentward

Various

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

★ 18 updated 3mo ago
open-source Python

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

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 5mo ago
open-source MIT TypeScript

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

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 3mo ago
open-source Apache-2.0 Python

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

Dev low

AgiMaulana/HuaweiAppGalleryMcp

Various

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

★ 2 updated 3mo ago
open-source MIT Python

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

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 2mo ago
open-source MIT TypeScript

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

Dev low

ahmedak/defluff

Various

Deterministic slop detector for AI-generated prose. No model, no API key.

★ 0 updated 1mo ago
open-source MIT Python

Best for: Developers needing a quick, offline, zero-cost slop check with no reliance on third-party services.

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 2mo ago
open-source Apache-2.0 Python

Best for: Developers exploring or refactoring Python codebases who want behavioral clustering

Dev low

ahmetakyurt/zipmem-mcp

Various

Local-first MCP server + CLI giving terminal AI agents an endless, low-token memory via Anchored Compacting

Alternative to Upstash Context7, Vectorize Io Hindsight

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers building local-first terminal AI agents who need low-token memory persistence.

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 4mo ago
open-source MIT Python

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 5mo ago
open-source MIT Python

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 6mo ago
open-source MIT Python

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 2mo ago
open-source TypeScript

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

Dev low

AI-Directory-Partners/tooldirectory-mcp

Various

MCP server for the AI Tool Directory — search 2,000+ AI tools, compare them, and check whether a tool is still active, defunct, or acquired.

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers building AI tool discovery features into their applications

Dev low

AiAgentKarl/solana-mcp-server

Various

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

★ 0 updated 4mo ago
open-source MIT HTML

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 2mo ago
open-source MIT Python

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 2mo ago
open-source MIT Python

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 7mo ago
open-source MIT Python

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT Python

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

Dev low

aidevelopers2/remoteopenclaw-mcp

Various

Search 13,870+ MCP servers, 4,384+ agent skills, and plugins from your terminal or AI agent. CLI + MCP server for remoteopenclaw.com

★ 3 updated 1mo ago
open-source MIT JavaScript

Best for: Developers who want to quickly find MCP servers or agent skills from the terminal

Dev low

aikts/yandex-tracker-mcp

Various

Yandex Tracker MCP Server with OAuth2 support

Alternative to Sooperset Mcp Atlassian

★ 81 updated 2mo ago
open-source Apache-2.0 Python

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 3mo ago
open-source MIT TypeScript

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 10mo ago
open-source ISC TypeScript

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.

Alternative to Microsoft Markitdown

★ 2 updated 2mo ago
open-source MIT Python

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

Dev low

AIOProductOS/claude-plugin

Various

Official AIOProductOS plugin for Claude Code — connect your workspace (39 MCP tools) and run evidence-backed weekly product triage

★ 0 updated 30d ago
open-source MIT JavaScript

Best for: Teams using AIOProductOS who want to run product triage via Claude Code

Dev low

AIOProductOS/studio-mcp

Various

AIOProductOS Studio — MCP server that turns your AI host into a product videographer: scripted recordings of your own web app (smooth cursor, zooms, captions, branded transitions)

★ 2 updated 30d ago
open-source MIT TypeScript

Best for: Developers automating product demos or tutorials using AI orchestration

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 3mo ago
open-source Apache-2.0 Python

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

Dev low

AirShelf Catalog

ai.airshelf

Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.

open-source

Best for: Developers building AI agents that need to source and compare B2B products

Dev low

aitytech/agentkits-memory

Various

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

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 61 updated 5mo ago
open-source MIT TypeScript

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 2mo ago
open-source Apache-2.0 TypeScript

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 2mo ago
open-source TypeScript

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

Dev low

ajipurn/fida

Various

a local-first secret leak prevention layer for AI coding agents

★ 15 updated 1mo ago
open-source MIT Rust

Best for: Developers using local or remote AI coding agents who need a lightweight, self-hosted secret guard.

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 2mo ago
open-source Apache-2.0 Go

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 Python

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 MIT JavaScript

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 2mo ago
open-source TypeScript

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 3mo ago
open-source MIT TypeScript

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 5mo ago
open-source MIT JavaScript

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 5mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

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.

Alternative to Topoteretes Cognee, Vectorize Io Hindsight, Oraios Serena

★ 1 updated 3mo ago
open-source Apache-2.0 TypeScript

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

Dev low

Aleksey-Panf/b2b-enrichment-mcp

Various

Unified MCP server combining Hunter.io and Apollo for B2B lead enrichment

★ 2 updated 1mo ago
open-source Python

Best for: Developers building custom B2B enrichment pipelines who want a lightweight MCP wrapper

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 2mo ago
open-source MIT Python

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

Dev low

Alessandro114/scala-mcp-server

Various

MCP server for AI agents — search 250M+ companies via Claude, ChatGPT, Cursor. Free company data API.

Alternative to Exa Labs Exa Mcp Server

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers building AI agents that need quick, free access to broad company data

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 4mo ago
open-source MIT TypeScript

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

Dev low

alex-on-ai/WebReaper

Various

AI-native web scraper. Single binary with a bundled Claude Code skill. MIT-licensed alternative to Firecrawl.

Alternative to Firecrawl Firecrawl Mcp Server

★ 140 updated 30d ago
open-source MIT C#

Best for: Developers seeking a lightweight, open-source web scraper with natural language control

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 2mo ago
open-source MIT JavaScript

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 4mo ago
open-source MIT Python

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 3mo ago
open-source Apache-2.0 Python

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

Dev low

alexar76/aimarket-plugins

Various

15 AIMarket hub plugins — TEE escrow, channels, reputation, safety, and more.

★ 0 updated 2mo ago
open-source MIT Python

Best for: Developers building or extending a decentralized AI agent marketplace who need modular plugin components.

Dev low

alexbakers/mcp-ipfs

Various

🪐 MCP IPFS Server

★ 17 updated 1y ago
open-source MIT TypeScript

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

Alternative to Awslabs Mcp

★ 182 updated 5mo ago
open-source MIT Python

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

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 3mo ago
open-source Apache-2.0 Python

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

Dev low

alexey-pelykh/lhremote

Various

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

★ 7 updated 2mo ago
open-source AGPL-3.0 TypeScript

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

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 2mo ago
open-source MIT TypeScript

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

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 2mo ago
open-source MIT TypeScript

Best for: Developers building AI agents or assistants that need reliable, queryable art-tourism data

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.

Alternative to Pydantic Pydantic Ai Mcp Run Python

★ 153 updated 8mo ago
open-source TypeScript

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

Dev low

alforge-labs/alpha-forge-mcp

Various

MCP server (stdio) exposing the AlphaForge forge CLI to Claude Code / Cursor / Codex (open-core wrapper, Apache-2.0)

★ 0 updated 1mo ago
open-source Apache-2.0 Python

Best for: Developers using Claude Code, Cursor, or Codex who want to run forge CLI commands from their AI assistant

Dev low

aliafsahnoudeh/shahnameh-mcp-server

Various

ام سی پی سرور برای شاهنامه

★ 3 updated 11mo ago
open-source Python

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

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.

Alternative to Topoteretes Cognee, Vectorize Io Hindsight, Upstash Context7

★ 0 updated 2mo ago
open-source MIT JavaScript

Best for: Developers who want persistent memory across sessions in Claude Code, Cursor, or GitHub Copilot

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 7mo ago
open-source Python

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

Alternative to Topoteretes Cognee

★ 172 updated 2mo ago
open-source Apache-2.0 Python

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

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 2mo ago
open-source MIT TypeScript

Best for: Developers who want to connect AI agents to an Obsidian vault without relying on Obsidian plugins

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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 4mo ago
open-source GPL-3.0 Python

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 Python

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 3mo ago
open-source MIT TypeScript

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

Dev low

Alisammour/storyflo-mcp

Various

Official Storyflo MCP server — install + discovery reference. The Storyflo platform is proprietary; this repo is the public agent integration surface.

★ 1 updated 1mo ago
open-source MIT JavaScript

Best for: Developers integrating AI agents with the Storyflo platform

Dev low

aliyun/alibaba-cloud-ops-mcp-server

Various

AlibabaCloud CloudOps MCP Server

Alternative to Awslabs Mcp

★ 118 updated 4mo ago
open-source Apache-2.0 Python

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.

Alternative to Upstash Context7

★ 156 updated 4mo ago
open-source Apache-2.0 Java

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

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 9mo ago
open-source MIT JavaScript

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

Dev low

allenporter/mcp-server-home-assistant

Various

A Model Context Protocol Server for Home Assistant

★ 67 updated 1y ago
open-source Apache-2.0 Python

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

Dev low

Alog/alog-mcp

Various

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

★ 0 updated 5mo ago
open-source MIT JavaScript

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 4mo ago
open-source MIT Python

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

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 C#

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 5mo ago
open-source MIT Python

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

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 2mo ago
open-source MIT TypeScript

Best for: Developers building tax-aware equity compensation tools for US employees

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 MIT JavaScript

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 11mo ago
open-source MIT TypeScript

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

Alternative to Litellm

★ 38 updated 4mo ago
open-source MIT Python

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 6mo ago
open-source MIT Python

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

Dev low

AMKRS3/keycae-mcp

Various

MCP Server for Argentine electronic invoicing (facturación electrónica) with ARCA/AFIP. 10 tools for AI agents.

★ 0 updated 2mo ago
open-source JavaScript

Best for: Developers building AI agents for Argentine electronic invoicing compliance

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 3mo ago
open-source AGPL-3.0 Python

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 MIT JavaScript

Best for: Developers building or using MCP-based systems

Dev low

anaisbetts/mcp-youtube

Various

A Model-Context Protocol Server for YouTube

Alternative to Klavis Ai Youtube

★ 525 updated 3mo ago
open-source MIT JavaScript

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 MIT JavaScript

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.

Alternative to Browsermcp Mcp, Executeautomation Playwright Mcp Server

★ 56 updated 1y ago
open-source MIT JavaScript

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 3mo ago
open-source MIT TypeScript

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 3mo ago
open-source JavaScript

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 2mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

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 5mo ago
open-source MIT Python

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

Dev low

andybrandt/mcp-simple-openai-assistant

Various

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

★ 37 updated 11mo ago
open-source MIT Python

Best for: Developers experimenting with multi-model agent workflows

Dev low

andyliszewski/webcrawl-mcp

Various

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

Alternative to Agent Infra Mcp Server Browser, Browsermcp Mcp

★ 10 updated 2mo ago
open-source MIT Python

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

Dev low

andyWang1688/sql-query-mcp

Various

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

★ 4 updated 2mo ago
open-source MIT Python

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 MIT JavaScript

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

Dev low

anhmtk/agentshare-mcp

Various

MCP server for AgentShare — DeFi-first Solana intelligence for AI agents (Meteora DLMM briefs, DEX scout). 11 tools via Streamable HTTP. Cursor, Claude Desktop, MCP clients. https:

★ 1 updated 1mo ago
open-source MIT Python

Best for: Developers building AI agents that need Solana DeFi data

Dev low

anjor/coinmarket-mcp-server

Various

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

★ 49 updated 1y ago
open-source MIT Python

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 2mo ago
open-source MIT TypeScript

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

Dev low

ankitkapur1992-hlido/hlido-mcp

Various

Hlido MCP server — independent AI-agent trust scores, claim audits & comparisons over JSON-RPC. Live at hlido.eu/mcp

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers building systems that need to assess and compare the trustworthiness of multiple AI agents.

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 9mo ago
open-source Python

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

Dev low

antics-gg/antics-mcp

Various

MCP server that deploys a web game to a playable multiplayer URL (rooms, state sync, leaderboards).

★ 1 updated 1mo ago
open-source JavaScript

Best for: Developers who want to quickly prototype multiplayer web games with minimal backend effort

Dev low

antonio-mello-ai/mcp-pfsense

Various

MCP server for managing pfSense firewalls through AI assistants

★ 3 updated 5mo ago
open-source MIT Python

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 5mo ago
open-source MIT Python

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

Dev low

antonio-mello-ai/mcp-redis-monitor

Various

MCP server for redis-monitor

★ 2 updated 2mo ago
open-source MIT Python

Best for: Developers experimenting with MCP-based monitoring agents for Redis

Dev low

AntonioTF5/soul-mcp-server

Various

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

★ 1 updated 3mo ago
open-source MIT JavaScript

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.

Alternative to Mckinsey Vizro Mcp

★ 4,123 updated 3mo ago
open-source MIT TypeScript

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

Dev low

anup-shesh/garmin-local-mcp

Various

Local-first Garmin data warehouse with an analysis-grade MCP server. Sync once, analyze forever - even when the API is down.

★ 2 updated 30d ago
open-source MIT Python

Best for: Developers who want to locally archive and analyze their Garmin health data without relying on the API

Dev low

anwerj/youtube-uploader-mcp

Various

Upload/Schedule videos on Youtube with the help of AI

Alternative to Klavis Ai Youtube

★ 39 updated 6mo ago
open-source MIT Go

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

Dev low

anythink-cloud/anythink-cli

Various

open source CLI to control Anythink from the command line

★ 5 updated 1mo ago
open-source MIT C#

Best for: Developers already using Anythink who need terminal-based control for automation or scripting

Dev low

aos-standard/mcp-blast-radius

Various

MCP Blast-Radius Auditor — static blast radius extraction and CI divergence gate for MCP servers.

★ 0 updated 1mo ago
open-source MIT Python

Best for: Developers who need to control and understand the consequences of changes to MCP servers in CI

Dev low

anzy-renlab-ai/pronounce

Various

🔊 Pronounce developer jargon out loud. 1,650+ entries (kubectl, GIF, JSON, JWT, …), sourced with confidence levels. Bash CLI + VS Code extension + interactive quiz + voice search

★ 29 updated 28d ago
open-source MIT Shell

Best for: Developers who want to confidently pronounce technical terms in conversations or presentations

Dev low

ap311036/ews-meeting-mcp

Various

MCP server and CLI for scheduling meetings through on-prem Exchange EWS

★ 2 updated 2mo ago
open-source MIT Python

Best for: Developers needing to schedule meetings on on-prem Exchange via MCP

Dev low

aparajithn/agent-deploy-dashboard-mcp

Various

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

Alternative to Mindsdb Mindsdb

★ 1 updated 5mo ago
open-source MIT Python

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

Alternative to Executeautomation Playwright Mcp Server

★ 4 updated 5mo ago
open-source MIT Python

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

Dev low

aparajithn/agent-utils-mcp

Various

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

★ 4 updated 5mo ago
open-source Python

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

Dev low

apecloud/ApeRAG

Various

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

Alternative to Topoteretes Cognee

★ 1,180 updated 3mo ago
open-source Apache-2.0 Python

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

Dev low

AperionAI/shield

Various

Local guardrails for AI coding agents. Wraps any MCP server and blocks destructive tool calls — DROP TABLE, rm -rf, force-push, unscoped UPDATE/DELETE — before they execute. Free,

★ 5 updated 1mo ago
open-source Apache-2.0 Rust

Best for: Developers using AI coding agents who need to prevent accidental destructive actions on their local machines.

Dev low

Apex-Foundation/copilot-mcp

Various

MCP server for Web3 founders. Code audit (Solidity/Rust), jurisdiction matching, portfolio comparison, fund discovery, social audit. Free, open source, privacy-first.

★ 2 updated 1mo ago
open-source MIT TypeScript

Best for: Web3 founders who want a free, privacy-focused assistant for early-stage project setup and compliance checks.

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 1y ago
open-source Apache-2.0 TypeScript

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

Dev low

apiarya/wemo-mcp-server

Various

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

★ 0 updated 3mo ago
open-source MIT Python

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 2mo ago
open-source MIT TypeScript

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

Alternative to Agent Infra Mcp Server Browser, Executeautomation Playwright Mcp Server

★ 204 updated 2mo ago
open-source Apache-2.0 JavaScript

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 12mo ago
open-source MIT TypeScript

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

Alternative to Executeautomation Playwright Mcp Server

★ 41 updated 2mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

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

Dev low

appcreationsca/bumpguard-mcp

Various

Guard your dependency bumps: an MCP server that tells your AI agent which parts of YOUR code break when you upgrade a dependency, and verifies AI-written code against the installed

★ 0 updated 1mo ago
open-source MIT Python

Best for: Developers using AI coding assistants who want to safely upgrade Python dependencies

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 12mo ago
open-source Python

Best for: Developers building autonomous trading agents on Solana

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 3mo ago
open-source MIT TypeScript

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

Dev low

aranjan/kite-mcp

Various

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

★ 3 updated 4mo ago
open-source MIT Python

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 3mo ago
open-source MIT HTML

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

Dev low

arbengine/mailbox-mcp

Various

Official MCP server for mailbox.bot — physical postal mail API for AI agents.

★ 1 updated 1mo ago
open-source MIT JavaScript

Best for: Developers building AI agents that need to send or receive physical postal mail

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 2mo ago
open-source Apache-2.0 Java

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 3mo ago
open-source AGPL-3.0 TypeScript

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 4mo ago
open-source Apache-2.0 Python

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

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 2mo ago
open-source Apache-2.0 Python

Best for: Developers building AI agents that need rigorous mathematical verification without relying on an LLM.

Dev low

archoor/painspotter-mcp

Various

Remote MCP for PainSpotter - AI-analyzed startup opportunities from Reddit, Hacker News, Product Hunt & Stack Exchange.

★ 0 updated 2mo ago
open-source MIT Python

Best for: Solo founders and indie hackers wanting a structured way to spot startup ideas from community discussions.

Dev low

aresyn/codex-control-plane-mcp

Various

Durable MCP control plane for long-running Codex Desktop tasks

Alternative to Eyaltoledano Claude Task Master

★ 199 updated 1mo ago
open-source Apache-2.0 Python

Best for: Developers using Codex Desktop who need reliable, persistent management of lengthy AI coding tasks

Dev low

areweai/tsgram-mcp

Various

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

Alternative to Lharries Whatsapp Mcp

★ 92 updated 1y ago
open-source MIT JavaScript

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 4mo ago
open-source MIT Python

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source JavaScript

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 2mo ago
open-source MIT TypeScript

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

Dev low

arikusi/deepseek-mcp-server

Various

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

★ 12 updated 3mo ago
open-source MIT TypeScript

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

Dev low

arikusi/nakkas

Various

MCP server that turns AI into an SVG artist

★ 9 updated 4mo ago
open-source MIT TypeScript

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

Dev low

arjun1194/insta-mcp

Various

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

★ 8 updated 7mo ago
open-source TypeScript

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 3mo ago
open-source MIT Python

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 2mo ago
open-source MIT Python

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 3mo ago
open-source MIT Python

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 1y ago
open-source GPL-3.0 Python

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

Dev low

arnavranjan005/mcp-telemetry

Various

Socket.IO-style telemetry for MCP servers — live progress from any tool call, watched by any MCP client.

★ 1 updated 1mo ago
open-source MIT TypeScript

Best for: Developers building MCP servers who need live progress feedback for tool calls

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 3mo ago
open-source MIT Python

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 3mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT Python

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 2mo ago
open-source MIT Python

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 2mo ago
open-source MIT Python

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 4mo ago
open-source MIT TypeScript

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 8mo ago
open-source MIT TypeScript

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

Dev low

arturogarrido/claudinho

Various

⚽ 2026 World Cup live scores in your terminal, Claude Code statusline & MCP. No API keys. Not affiliated with FIFA or Anthropic.

★ 9 updated 1mo ago
open-source MIT TypeScript

Best for: Developers who want live World Cup scores in their terminal or Claude Code workflow

Dev low

Arun-kc/schemabrain

Various

The trust and intelligence layer between AI agents and your database. Read-only by architecture, semantic knowledge graph + audit log, MCP-native.

★ 8 updated 1mo ago
open-source Apache-2.0 Python

Best for: Developers building AI agents that need safe, contextual database access

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 2mo ago
open-source MIT Java

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 2mo ago
open-source MIT TypeScript

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 5mo ago
open-source MIT TypeScript

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

Dev low

ashlesh-t/cognirepo

Various

Local cognitive infrastructure for AI coding agents — semantic memory, repository intelligence, and MCP tools to reduce token usage.

Alternative to Topoteretes Cognee

★ 9 updated 1mo ago
open-source MIT Python

Best for: Developers building custom AI coding agents who need local repository awareness and token efficiency

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 3mo ago
open-source MIT JavaScript

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 3mo ago
open-source MIT TypeScript

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 10mo ago
open-source Python

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

Dev low

AshutoshRaj97/agentready-mcp

Various

[](https://glama.ai/mcp/servers/AshutoshRaj97/agentready-mcp) 📇 ☁️ 🍎 🪟 🐧 - Make any website queryable by AI agents. Index a site then ask questions and get cited answers ground

Alternative to Upstash Context7

★ 1 updated 1mo ago
open-source JavaScript

Best for: Developers building AI agents that need to query and cite content from arbitrary websites.

Dev low

asmith26/jupytercad-mcp

Various

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

★ 18 updated 10mo ago
open-source Apache-2.0 Python

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

Dev low

astafford8488/agentaegis-mcp

Various

MCP server for cybersecurity operations — compliance, vuln scans, code security, threat intel. Pay-per-use via x402.

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers needing on-demand cybersecurity capabilities within MCP-based agent systems

Dev low

astandrik/codex-pets

Various

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

★ 3 updated 2mo ago
open-source Apache-2.0 TypeScript

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 2mo ago
open-source MIT TypeScript

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

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 2mo ago
open-source MIT TypeScript

Best for: Developers building AI assistants or tools that need integrated astrology, Tarot, or Human Design data via MCP

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 3mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT Python

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 MIT Python

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 2mo ago
open-source MIT Python

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 3mo ago
open-source MIT Python

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 3mo ago
open-source MIT Python

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

Dev low

atomno-mcp/mcp-seo-audit

Various

MCP server for technical SEO audits powered by the detail.web engine: health score, 78 checks across 8 categories, robots/sitemap/JSON-LD/meta tools, GEO sub-score.

★ 0 updated 1mo ago
open-source MIT Python

Best for: Developers who need automated technical SEO checks in their MCP-based workflows

Dev low

attalla1/photopea-mcp-server

Various

MCP server for AI-driven image editing with Photopea

★ 15 updated 4mo ago
open-source MIT TypeScript

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 3mo ago
open-source Kotlin

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 5mo ago
open-source MIT TypeScript

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 4mo ago
open-source JavaScript

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

Dev low

Autario/autario-mcp

Various

Autario MCP server | Query 2,500+ verified datasets from your AI agent

★ 0 updated 2mo ago
open-source JavaScript

Best for: Developers building AI agents that need access to a broad range of public datasets

Dev low

automatalabs/mcp-server-playwright

Various

MCP server for browser automation using Playwright

Alternative to Executeautomation Playwright Mcp Server

★ 294 updated 1y ago
open-source MIT JavaScript

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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

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.

Alternative to Pipedreamhq Pipedream

★ 7 updated 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need automated post-publish SEO insights

Dev low

automateyournetwork/pyATS_MCP

Various

An MCP Server for pyATS (experimental)

★ 74 updated 2mo ago
open-source MIT Python

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

Alternative to Awslabs Mcp

★ 609 updated 1y ago
open-source MIT Go

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

Alternative to Rocketride Org Rocketride Server

★ 0 updated 3mo ago
open-source MIT JavaScript

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 4mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT Python

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 10mo ago
open-source Go

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

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 5mo ago
open-source Python

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

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 8mo ago
open-source MIT Python

Best for: Method CRM users who want quick, conversational access to accounts and deals

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 2mo ago
open-source MIT Python

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

Dev low

awdr74100/figwright

Various

Free, bidirectional Figma MCP server — turn designs into framework-aware code and write back to the canvas, for Claude Code, Cursor, and any MCP client.

Alternative to Glips Figma Context Mcp

★ 63 updated 1mo ago
open-source MIT TypeScript

Best for: Developers using Claude Code or Cursor who need to sync Figma designs with framework-aware code

Dev low

awkoy/notion-mcp-server

Various

Notion MCP server for Claude, Cursor, ChatGPT & Claude Desktop. Connect AI agents to Notion via Model Context Protocol — pages, databases, blocks, comments, files.

★ 160 updated 1mo ago
open-source MIT TypeScript

Best for: Developers who want to connect AI coding assistants or agents to their Notion workspace for automated document management and data retrieval.

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 3mo ago
open-source MIT TypeScript

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

Alternative to Googleapis Genai Toolbox

★ 9,171 updated 2mo ago
open-source Apache-2.0 Python

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!

Alternative to Eyaltoledano Claude Task Master

★ 46 updated 4mo ago
open-source MIT JavaScript

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.

Alternative to Pydantic Pydantic Ai Mcp Run Python

★ 18 updated 1y ago
open-source MIT TypeScript

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 7mo ago
open-source MIT Rust

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 2mo ago
open-source MIT Python

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 2mo ago
open-source Apache-2.0 TypeScript

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 2mo ago
open-source JavaScript

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

Dev low

ayushagrawal288/memex

Various

Production-grade persistent memory service for AI agents — FastAPI + pgvector + local ONNX embeddings

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 0 updated 2mo ago
open-source MIT Python

Best for: Developers building AI agents that need a self-hosted, scalable memory layer

Dev low

aywengo/kafka-schema-reg-mcp

Various

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

★ 31 updated 3mo ago
open-source MIT Python

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 TypeScript

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 5mo ago
open-source MIT TypeScript

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

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 2mo ago
open-source MIT JavaScript

Best for: Developers needing programmatic access to data-center intelligence for market analysis or infrastructure planning

Dev low

Azure/azure-mcp

Various

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

Alternative to Awslabs Mcp

★ 1,213 updated 6mo ago
open-source MIT C#

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 4mo ago
open-source MIT Python

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

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

Alternative to Oraios Serena

★ 1 updated 2mo ago
open-source Apache-2.0 TypeScript

Best for: Developers building AI agents on Lightning Network

Dev low

back1ply/agent-skill-loader

Various

MCP server to expose Claude Code Skills to AI agents

★ 12 updated 3mo ago
open-source MIT TypeScript

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

Dev low

backloghq/backlog

Various

Persistent task management plugin for Claude Code and agent teams

Alternative to Eyaltoledano Claude Task Master

★ 3 updated 2mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT JavaScript

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 10mo ago
open-source MIT Python

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 2mo ago
open-source MIT Python

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

Dev low

baodq06/memocall

Various

An MCP server that lets Claude Code recall past conversations from any project, as clean compact Markdown.

★ 1 updated 1mo ago
open-source MIT TypeScript

Best for: Developers using Claude Code who want persistent memory across projects

Dev low

bamwor-dev/bamwor-mcp-server

Various

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

★ 1 updated 4mo ago
open-source MIT TypeScript

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 3mo ago
open-source TypeScript

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 3mo ago
open-source TypeScript

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 MIT JavaScript

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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

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

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 3,192 updated 2mo ago
open-source AGPL-3.0 Python

Best for: Developers who frequently use AI assistants and want to avoid repeating project context

Dev low

Battam1111/Myco

Various

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

★ 63 updated 2mo ago
open-source MIT Rust

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)

Alternative to Agent Infra Mcp Server Browser, Browsermcp Mcp, Executeautomation Playwright Mcp Server

★ 37 updated 8mo ago
open-source MIT Rust

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 8mo ago
open-source MIT Java

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.

Alternative to Agent Infra Mcp Server Browser, Browsermcp Mcp

★ 0 updated 3mo ago
open-source MIT Python

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

Dev low

beardfaceguy/daimonos

Various

[](https://glama.ai/mcp/servers/beardfaceguy/daimonos) 🦀 🏠 🍎 🐧 - Agent-optimized MCP server replacing built-in file, search, exec, and git tools with compact structured JSON. N

Alternative to Idosal Git Mcp, Wonderwhy Er Desktopcommandermcp

★ 0 updated 1mo ago
open-source MIT HTML

Best for: Developers building agent-driven workflows who need compact, structured tool outputs

Dev low

beckettlab/beckett-godot-mcp

Various

Zero-sidecar MCP server inside the Godot editor. AI agents (Claude Code, Cursor) inspect, author, run and SEE your game. GDScript + C#, validate-before-write, no Node.js. Godot 4.2

Alternative to Coding Solo Godot Mcp

★ 3 updated 1mo ago
open-source MIT GDScript

Best for: Game developers using Godot 4.2+ who want AI agent integration in their editor

Dev low

beeswaxpat/chronoverify-mcp

Various

ChronoVerify MCP server: verify a photo's capture time and provenance (C2PA validation, EXIF/XMP, pixel forensics). Tools: verifyimage (typed verdict) and getsignedreport. Local vi

★ 1 updated 1mo ago
open-source MIT JavaScript

Best for: Developers needing to verify photo provenance in MCP-compatible workflows

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 2mo ago
open-source MIT JavaScript

Best for: Developers who need a pre-install trust layer for MCP servers and related components

Dev low

Beever-AI/beever-atlas

Various

Your First LLM-Wiki Conversation Knowledge Base

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 381 updated 1mo ago
open-source Apache-2.0 Python

Best for: Developers who need to capture and query LLM conversations as an informal knowledge base

Dev low

behrensd/mcp-firewall

Various

Deterministic security proxy for MCP tool calls — iptables for MCP

★ 3 updated 5mo ago
open-source TypeScript

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 3mo ago
open-source MIT Python

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 3mo ago
open-source MIT Python

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 5mo ago
open-source MIT JavaScript

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 3mo ago
open-source MIT Python

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 4mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT JavaScript

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 9mo ago
open-source MIT Python

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.

Alternative to Topoteretes Cognee, Vectorize Io Hindsight, Upstash Context7

★ 14 updated 4mo ago
open-source AGPL-3.0 Python

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

Dev low

BetaBots-LLC/callimachus

Various

One local, searchable index of your AI coding-agent history Claude Code, Codex, Cursor, Gemini & more. Keyword + semantic search, MCP server, CLI & VS Code extension.

Alternative to Mediar Ai Screenpipe

★ 5 updated 1mo ago
open-source AGPL-3.0 TypeScript

Best for: Developers who use multiple AI coding assistants and want a unified, searchable record of their interactions

Dev low

BetterDB-inc/monitor

Various

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

★ 861 updated 2mo ago
open-source TypeScript

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 3mo ago
open-source MIT TypeScript

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

Dev low

bevanding/signaldaemon

Various

Narrative & signal intelligence MCP server for AI agents (crypto/AI/macro). Remote MCP at api.signaldaemon.com/mcp.

★ 0 updated 1mo ago
open-source MIT Python

Best for: Developers building AI agents that need curated signal and narrative intelligence in crypto and macro markets

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 2mo ago
open-source MIT TypeScript

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

Dev low

bgaze/snapstack-server

Various

Local always-on server for SnapStack: receives browser captures and serves them to any MCP-capable LLM client over MCP (Streamable HTTP + stdio). Listens on 127.0.0.1 only.

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers needing a local MCP bridge between SnapStack and LLM clients

Dev low

bh-rat/context-awesome

Various

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

Alternative to Upstash Context7

★ 52 updated 3mo ago
open-source MIT TypeScript

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

Dev low

Bidsketch/signwell-mcp

Various

Model Context Protocol server for SignWell — send and manage eSignature documents from Claude, Cursor, and any MCP-compatible AI assistant. HIPAA-compliant.

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers who want to execute eSignature workflows through an AI assistant without leaving the chat interface.

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 2mo ago
open-source MIT TypeScript

Best for: Developers building secure agent ecosystems on Base

Dev low

BigCactusLabs/dead-letter

Various

Convert .eml email exports to Markdown with YAML front matter

Alternative to Microsoft Markitdown

★ 4 updated 28d ago
open-source Python

Best for: Developers who need to batch convert .eml files to plain-text Markdown for archival or indexing

Dev low

bighippoman/intercept-mcp

Various

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

Alternative to Agent Infra Mcp Server Browser, Browsermcp Mcp

★ 7 updated 3mo ago
open-source MIT TypeScript

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 1y ago
open-source MIT JavaScript

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 1y ago
open-source Python

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 4mo ago
open-source MIT Python

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

Dev low

Bishop81/imagedimensions-mcp

Various

MCP server that audits images on any web page — natural vs rendered dimensions, oversized-image detection, and format breakdown. Powered by imagedimensions.com.

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Web developers optimizing image loading and performance

Dev low

Bishop81/wpgoldmine-mcp

Various

MCP server for finding WordPress plugin opportunities — abandoned, low-rated, or poorly-supported plugins you could replace. Powered by wpgoldmine.io.

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: WordPress developers looking for plugin market opportunities

Dev low

bit2beat/bitrix24-mcp

Various

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

Alternative to Sooperset Mcp Atlassian

★ 1 updated 3mo ago
open-source MIT JavaScript

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

Dev low

bitatlas-group/bitatlas

Various

Zero Knowledge Cloud Drive for Humans and Agents

Alternative to Mickaelkerjean Filestash

★ 0 updated 2mo ago
open-source MIT MDX

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

Dev low

bitbonsai/mcp-obsidian

Various

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

★ 1,336 updated 2mo ago
open-source Astro

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

Dev low

bitcompare/mcp-server

Various

[](https://glama.ai/mcp/servers/bitcompare/mcp-server) 🎖️ 📇 ☁️ - Crypto rates (lending, staking, borrowing), coin metadata, aggregated prices, market stats, stablecoin peg-stabil

★ 0 updated 1mo ago
open-source MIT Dockerfile

Best for: Developers building MCP-based applications that need live cryptocurrency market data

Dev low

bitrise-io/bitrise-mcp

Various

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

★ 38 updated 2mo ago
open-source MIT Go

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 TypeScript

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

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 8mo ago
open-source MIT Go

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 2mo ago
open-source MIT Python

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

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 2mo ago
open-source MIT Go

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

Dev low

blackwhite084/playwright-plus-python-mcp

Various

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

Alternative to Executeautomation Playwright Mcp Server, Browsermcp Mcp

★ 187 updated 1y ago
open-source Apache-2.0 Python

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

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 3mo ago
open-source MIT Go

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

Dev low

blazickjp/arxiv-mcp-server

Various

A Model Context Protocol server for searching and analyzing arXiv papers

★ 2,807 updated 2mo ago
open-source Apache-2.0 Python

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

Dev low

blinkingbit-oss/execkit

Various

Stateful, structured, safe command execution for AI agents - over local shells, SSH, and Docker.

Alternative to Wonderwhy Er Desktopcommandermcp

★ 5 updated 1mo ago
open-source Apache-2.0 Rust

Best for: Developers building AI agents that need controlled command execution across diverse environments

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 2mo ago
open-source MIT TypeScript

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

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

BluesPrince/thiri-mcp

Various

Deterministic music-theory MCP server & API — chord analysis, Roman-numeral analysis, voicing & reharmonization for Claude & Cursor. Computed, not hallucinated. Hosted at mcp.thiri

★ 1 updated 1mo ago
open-source MIT JavaScript

Best for: Developers and musicians who need reliable, rule-based music theory analysis inside AI coding environments

Dev low

blurrah/mcp-graphql

Various

Model Context Protocol server for GraphQL

★ 389 updated 11mo ago
open-source MIT TypeScript

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 6mo ago
open-source TypeScript

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

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 2mo ago
open-source MIT Python

Best for: Developers building AI agents who need a lightweight, no-frills cost guardrail

Dev low

bobbyrgoldsmith/quarterback

Various

Strategic task prioritization and agent orchestration for multi-project operators

★ 0 updated 4mo ago
open-source MIT Python

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

Dev low

bodyegypt/lobbyvoices-mcp

Various

Official MCP server for Lobby (lobbyvoices.com) — 8 free, no-auth receptionist tools for AI agents: phone scripts & IVR menus (EN+ES), ElevenLabs agent prompts, missed-call math, c

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers who need quick, free receptionist capabilities for AI agents without authentication overhead

Dev low

bogdan01m/zapcap-mcp-server

Various

MCP Server for ZapCap.ai

★ 0 updated 11mo ago
open-source MIT Python

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

Dev low

boikot-xyz/boikot

Various

keep companies accountable

★ 7 updated 2mo ago
open-source GPL-3.0 HTML

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 12mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT Python

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

Dev low

botmonster/image2svg-mcp

Various

MCP server that converts raster images (PNG/JPG/WEBP) to SVG vector format

★ 0 updated 1mo ago
open-source Apache-2.0 Python

Best for: Developers needing a lightweight MCP-based bridge to convert raster images to SVG within AI agent workflows

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 4mo ago
open-source Apache-2.0 TypeScript

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

Dev low

bradleylab/stella-mcp

Various

MCP server for Stella

★ 1 updated 2mo ago
open-source MIT Python

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.

Alternative to Airtable

★ 4,935 updated 2mo ago
open-source Python

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 3mo ago
open-source MIT TypeScript

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

Alternative to Exa Labs Exa Mcp Server

★ 1,126 updated 2mo ago
open-source MIT TypeScript

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

Search one click ✓ Official

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 2mo ago
open-source MIT Python

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

Dev low

box/mcp-server-box-remote

Various

Securely connect AI agents to your enterprise content in Box

★ 3 updated 10mo ago
open-source MIT

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

Dev low

brianxiadong/ones-wiki-mcp-server

Various

ones-wiki-mcp-server

Alternative to Sooperset Mcp Atlassian

★ 6 updated 1y ago
open-source Java

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 2mo ago
open-source MIT Python

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

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

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 1y ago
open-source MIT Python

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

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.

Alternative to Browsermcp Mcp, Agent Infra Mcp Server Browser

★ 19 updated 2mo ago
open-source Apache-2.0 TypeScript

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

Alternative to Browsermcp Mcp, Executeautomation Playwright Mcp Server, Agent Infra Mcp Server Browser

★ 3,364 updated 3mo ago
open-source Apache-2.0 TypeScript

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

Alternative to Agent Infra Mcp Server Browser, Executeautomation Playwright Mcp Server

★ 6,594 updated 1y ago
open-source Apache-2.0 TypeScript

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

Dev low

bruno-portfolio/agrobr-mcp

Various

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

★ 24 updated 5mo ago
open-source MIT Python

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

Dev low

BrunoKrugel/echo-mcp

Various

Enable AI assistants to interact with your Echo API

★ 9 updated 4mo ago
open-source GPL-3.0 Go

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

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

Alternative to Agent Infra Mcp Server Browser, Browsermcp Mcp, Executeautomation Playwright Mcp Server

★ 0 updated 8mo ago
open-source TypeScript

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 5mo ago
open-source MIT TypeScript

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 11mo ago
open-source MIT Go

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

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 2mo ago
open-source Python

Best for: Developers building Czech legal AI assistants or document processing pipelines

Dev low

buildepicshit/Wick

Various

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

Alternative to Coding Solo Godot Mcp

★ 15 updated 2mo ago
open-source MIT C#

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 2mo ago
open-source MIT Go

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 5mo 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 4mo ago
open-source MIT JavaScript

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 10mo ago
open-source Python

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 MIT JavaScript

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 6mo ago
open-source MIT JavaScript

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 4mo ago
open-source MIT TypeScript

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 4mo ago
open-source Apache-2.0 C#

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 3mo ago
open-source MIT JavaScript

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 3mo ago
open-source MIT Python

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 2mo ago
open-source MIT Python

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

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 2mo ago
open-source MIT JavaScript

Best for: Developers using AI assistants for remote server management

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 5mo ago
open-source MIT Python

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

Dev low

ByteAsk/ByteAsk-Embedded-MCP

Various

The open-source MCP server behind ByteAsk Embedded Docs: a source-grounded, page-cited evidence-retrieval server for coding agents (Claude Code, Codex, Cursor) that write firmware

★ 20 updated 1mo ago
open-source MIT Python

Best for: Developers building coding agents for embedded systems, firmware, and driver code

Dev low

bzdOS/hubd

Various

The project tracker for teams of humans and AI agents — in plain files. MCP server + CLI, zero dependencies.

Alternative to Eyaltoledano Claude Task Master

★ 1 updated 1mo ago
open-source MIT JavaScript

Best for: Teams who want a lightweight, dependency-free project tracker that works with AI agents and plain text workflows.

Dev low

bzsanti/oxidize-python

Various

Python bindings for oxidize-pdf — generate, parse, split, merge & manipulate PDFs with native Rust performance. No C deps, no Java, no subprocesses.

★ 0 updated 1mo ago
open-source MIT Python

Best for: Python developers who need fast PDF manipulation without heavyweight dependencies

Dev low

c4pt0r/mcp-server-tidb

Various

mcp server for tidb

★ 23 updated 1y ago
open-source Apache-2.0 Python

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 3mo ago
open-source MIT TypeScript

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.

Alternative to Eyaltoledano Claude Task Master, Topoteretes Cognee

★ 1 updated 2mo ago
open-source Apache-2.0 TypeScript

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

Dev low

Cactusinhand/mcp_server_notify

Various

Send system notification when Agent task is done.

★ 54 updated 11mo ago
open-source MIT Python

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 2mo ago
open-source MIT JavaScript

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

Dev low

cafferychen777/ChatSpatial

Various

MCP server for spatial transcriptomics analysis through natural language interfaces.

★ 39 updated 2mo ago
open-source MIT Python

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

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

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 5mo ago
open-source MIT TypeScript

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

Dev low

callstackincubator/agent-device

Various

CLI to control iOS and Android devices for AI agents

Alternative to Mobile Next Mobile Mcp

★ 2,520 updated 2mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need programmatic mobile device control

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT Python

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

Dev low

cammac-creator/ibanforge-mcp

Various

IBANforge — IBAN validation, BIC/SWIFT lookup, Swiss clearing, and EMI/vIBAN classification API with MCP for AI agents

★ 1 updated 28d ago
open-source MIT TypeScript

Best for: Developers building AI agent workflows that need to validate and classify European banking identifiers

Dev low

campertunity/mcp-server

Various

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

★ 16 updated 3mo ago
open-source TypeScript

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 2mo ago
open-source MIT Python

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

Alternative to Mindsdb Mindsdb

★ 660 updated 3mo ago
open-source Apache-2.0 Java

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

Alternative to Topoteretes Cognee

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 10mo ago
open-source ISC TypeScript

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 3mo ago
open-source Apache-2.0 JavaScript

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.

Alternative to Pydantic Pydantic Ai Mcp Run Python

★ 10 updated 2mo ago
open-source Apache-2.0 TypeScript

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 5mo ago
open-source MIT TypeScript

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

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 2mo ago
open-source JavaScript

Best for: Solo founders and indie hackers looking for data-driven SaaS ideas

Dev low

carrasquelalex1/hipocampo

Various

Sistema de Memoria Dual con Búsqueda Integrada por Relevancia Expansiva (BIRE) — PostgreSQL + pgvector + Gemini Embeddings

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 1 updated 1mo ago
open-source MIT Python

Best for: Developers experimenting with dual memory architectures in Python

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 2mo ago
open-source Apache-2.0 TypeScript

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 4mo ago
open-source MIT TypeScript

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 MIT Python

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 3mo ago
open-source MIT Python

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

Alternative to Topoteretes Cognee

★ 0 updated 3mo ago
open-source MIT TypeScript

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

Dev low

catallo/misterclaw

Various

👾🦀 MiSTerClaw — MCP Remote Control for MiSTer-FPGA

★ 5 updated 4mo ago
open-source MIT Go

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

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 4mo ago
open-source MIT JavaScript

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

Dev low

catfish-1234/sessionmem

Various

Local-first MCP memory layer for AI coding assistants — persistent cross-session memory, stored entirely on your machine

★ 3 updated 1mo ago
open-source MIT TypeScript

Best for: Developers who want persistent, private memory for AI coding assistants without cloud storage

Dev low

catrinmdonnelly/royalmail-mcp

Various

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

★ 1 updated 3mo ago
open-source MIT JavaScript

Best for: Developers building AI agents for UK parcel logistics

Dev low

Cavinooo/claude-find

Various

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

★ 8 updated 3mo ago
open-source MIT TypeScript

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

Dev low

ccf/agentcairn

Various

Long-term, cross-project memory for AI coding agents. Your own Obsidian vault as the source of truth. Daemonless and without opaque databases, your memory belongs to you.

Alternative to Topoteretes Cognee

★ 16 updated 28d ago
open-source Apache-2.0 Python

Best for: Developers who want transparent, file-based memory for AI coding agents using Obsidian

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

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 41 updated 2mo ago
open-source Python

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

Dev low

cct15/war-dashboard-data

Various

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

★ 1 updated 2mo ago
open-source MIT Python

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

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.

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 15 updated 2mo ago
open-source Apache-2.0 TypeScript

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.

Alternative to Googleapis Genai Toolbox

★ 531 updated 1y ago
open-source Apache-2.0 Go

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

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 7mo ago
open-source MIT Python

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

Dev low

cerebrixos-org/tuning-engines-cli

Various

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

★ 2 updated 2mo ago
open-source MIT TypeScript

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

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source JavaScript

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

Dev low

chaandannn/finopsmcp

Various

The open-source AI-native FinOps platform. Ask nable about your AWS, Azure, GCP, Kubernetes, and SaaS spend inside Claude or Cursor. Runs on your machine; credentials never leave i

★ 8 updated 28d ago
open-source Apache-2.0 Python

Best for: Developers and FinOps practitioners who want to query cloud costs from within their AI coding assistant

Dev low

chaindead/telegram-mcp

Various

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

★ 331 updated 2mo ago
open-source MIT Go

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 4mo ago
open-source MIT TypeScript

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 8mo ago
open-source MIT TypeScript

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

Dev low

chatmcp/mcp-server-chatsum

Various

Query and Summarize your chat messages.

★ 1,031 updated 1y ago
open-source TypeScript

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

Dev low

chasesaurabh/mcp-page-capture

Various

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

★ 2 updated 7mo ago
open-source MIT TypeScript

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

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 5mo ago
open-source MIT

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.

Alternative to Topoteretes Cognee

★ 342 updated 5mo ago
open-source MIT TypeScript

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 2mo ago
open-source Apache-2.0 Python

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

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 2mo ago
open-source Unlicense MDX

Best for: React developers building complex web apps who want ready-made hooks for common browser and UI tasks

Dev low

chohyerinn/filter-mcp-server

Various

MCP servers for comparing approximate filters: Bloom, Counting Bloom, Cuckoo, and SuRF.

★ 0 updated 1mo ago
open-source MIT Python

Best for: Developers researching or comparing approximate membership filters for data-intensive applications

Dev low

Chimera-Protocol/csl-core

Various

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

★ 14 updated 2mo ago
open-source Apache-2.0 Python

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 3mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT JavaScript

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 2mo ago
open-source Apache-2.0 Rust

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 2mo ago
open-source Apache-2.0 Python

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 7mo ago
open-source MIT Python

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 3mo ago
open-source MIT TypeScript

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 10mo ago
open-source Apache-2.0 Python

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

Dev low

Chronary/chronary-mcp

Various

MCP server for the Chronary calendar API

★ 0 updated 28d ago
open-source Apache-2.0 TypeScript

Best for: Developers building MCP-based AI agents that need calendar integration with the Chronary service

Dev low

ChronulusAI/chronulus-mcp

Various

MCP Server for Chronulus AI Forecasting and Prediction Agents

★ 108 updated 1y ago
open-source MIT Python

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

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 2mo ago
open-source MIT TypeScript

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

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 1y ago
open-source MIT TypeScript

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 2mo ago
open-source MIT Python

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 2mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT Python

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 2mo ago
open-source TypeScript

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

Dev low

cisco-open/network-sketcher

Various

Network Sketcher is an AI-ready network design tool with Local MCP, Online, and Offline editions for creating network designs and exporting PowerPoint diagrams and Excel-based conf

★ 375 updated 1mo ago
open-source Apache-2.0 Python

Best for: Network engineers and architects who need to quickly produce diagrams and configuration exports for presentations or deployments.

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 3mo ago
open-source MIT JavaScript

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

Dev low

ckalima/pipedrive-mcp-server

Various

MCP server for Pipedrive CRM. 155 contract-tested tools, v2-first API, gated destructive ops. Works with Claude Desktop, Claude Code, and any MCP client.

★ 1 updated 1mo ago
open-source MIT TypeScript

Best for: Sales teams who want Pipedrive kept current without switching tabs

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

Alternative to Eyaltoledano Claude Task Master

★ 2,106 updated 11mo ago
open-source MIT JavaScript

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 5mo ago
open-source Rust

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 3mo ago
open-source MIT Go

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 4mo ago
open-source Go

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 3mo ago
open-source MIT Python

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 GPL-3.0 Python

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

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 2mo ago
open-source MIT TypeScript

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

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 2mo ago
open-source MIT JavaScript

Best for: Developers building experimental audio-reactive agents for niche music datasets

Dev low

ClaudeCodeNavi/claudecodenavi-mcp

Various

ClaudeCodeNavi MCP Server - Claude Code knowledge platform & marketplace

★ 1 updated 5mo ago
open-source JavaScript

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

Dev low

clawaimail/mcp

Various

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

★ 0 updated 4mo ago
open-source MIT HTML

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

claymore666/debmatic-mcp

Various

MCP server for controlling HomeMatic smart home devices via the CCU JSON-RPC API

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers building AI assistants for HomeMatic smart home environments

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 3mo ago
open-source MIT TypeScript

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

Dev low

cleanor-app/cleanor-mcp

Various

Zero-auth hosted MCP for AI builders — 22 tools: image optimize/convert (WebP/AVIF/JPEG), QR, cited Cleanor Labs storage & image-format data, plus 18 deterministic dev utilities (h

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers who need fast, reliable dev utilities inside AI agent workflows without managing credentials

Dev low

ClickHouse/mcp-clickhouse

Various

Connect ClickHouse to your AI assistants.

Alternative to Mindsdb Mindsdb

★ 793 updated 2mo ago
open-source Apache-2.0 Python

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

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 3mo ago
open-source MIT TypeScript

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 2mo ago
open-source Python

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 1y ago
open-source MIT Go

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

Dev low ✓ Official

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.

Alternative to Awslabs Mcp, Googleapis Genai Toolbox

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 2mo ago
open-source MIT TypeScript

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

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 2mo ago
open-source MIT JavaScript

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

Dev low

CNSLabs/agreements-api-sdk

Various

A client library for the agreement API

★ 1 updated 1mo ago
open-source Apache-2.0 TypeScript

Best for: Developers who need a simple TypeScript wrapper for an agreement API and are comfortable with minimal community support.

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 2mo ago
open-source Python

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

Dev low

co-browser/browser-use-mcp-server

Various

Browse the web, directly from Cursor etc.

Alternative to Agent Infra Mcp Server Browser, Browsermcp Mcp, Executeautomation Playwright Mcp Server

★ 822 updated 2mo ago
open-source MIT Python

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 2mo ago
open-source MIT Python

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

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 3mo ago
open-source MIT TypeScript

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

Dev low

CodeAbra/iai-mcp

Various

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

Alternative to Topoteretes Cognee, Vectorize Io Hindsight, Upstash Context7

★ 133 updated 2mo ago
open-source MIT Python

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

Dev low

CodeAbra/iai-personal-memory-engine

Various

Independent Autistic Intelligence — a cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works wit

Alternative to Topoteretes Cognee

★ 340 updated 28d ago
open-source MIT Python

Best for: Developers who use multiple AI coding assistants and want a unified, persistent memory across them.

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 2mo ago
open-source LGPL-3.0 TypeScript

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

codeofaxel/Kiln

Various

Describe it or draw it — Kiln makes it real. The open-source MCP server for 3D printing: AI agents (Claude, Codex, Cursor, or any MCP client) design, generate, slice & print on Bam

★ 35 updated 28d ago
open-source AGPL-3.0 Python

Best for: Developers building AI agent workflows for 3D printing automation

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 2mo ago
open-source MPL-2.0 Python

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 2mo ago
open-source MIT C#

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 2mo ago
open-source MIT JavaScript

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 TypeScript

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 3mo ago
open-source MIT JavaScript

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

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 2mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need paper trading on CoinRithm

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 2mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT JavaScript

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 2mo ago
open-source Apache-2.0 Python

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

Alternative to Vectorize Io Hindsight

★ 0 updated 2mo ago
open-source MIT TypeScript

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 5mo ago
open-source MIT Python

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 7mo ago
open-source TypeScript

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

Alternative to Exa Labs Exa Mcp Server

★ 89 updated 11mo ago
open-source MIT Python

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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

Dev low

conformi-eu/conformi-search-mcp

Various

Installable MCP server for EU legal research with verifiable CELEX citations (EUR-Lex, DE/EN/FR). Runs locally or via Docker; delegates to conformi.eu.

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers building MCP-compatible tools that need access to EU legal databases

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 4mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT JavaScript

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 3mo ago
open-source MIT TypeScript

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

Dev low

conorbronsdon/op3-mcp

Various

MCP server for OP3 podcast analytics: downloads, geography, app share. Read-only.

★ 1 updated 1mo ago
open-source MIT TypeScript

Best for: Developers needing programmatic access to OP3 podcast analytics in a read-only MCP format

Dev low

conorbronsdon/substack-mcp

Various

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

★ 5 updated 3mo ago
open-source MIT TypeScript

Best for: Developers who want to read Substack content or manage drafts programmatically without publishing

Dev low

conorbronsdon/Transistor-MCP

Various

MCP server for the Transistor.fm API: manage podcast episodes, analytics, transcripts, and webhooks from your AI agent. Fork of gxjansen/Transistor-MCP.

★ 1 updated 29d ago
open-source MIT TypeScript

Best for: Developers building AI agents to manage Transistor.fm podcast operations programmatically.

Dev low

ConstantineB6/comfy-pilot

Various

MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows

★ 197 updated 5mo ago
open-source MIT Python

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 3mo ago
open-source MIT TypeScript

Best for: Developers managing content for AI agents within Git-based projects

Dev low

contextium-io/contextium-mcp-server

Various

MCP server for Contextium — pipe team SOPs, coding standards, and AI context directly into Claude, Cursor, and other AI assistants

★ 0 updated 1mo ago
open-source MIT Dockerfile

Best for: Teams already using Contextium who want to feed internal knowledge into AI coding assistants

Dev low

context-rot-detection

Various

Context Rot Detection & Healing MCP Service — gives AI agents self-awareness about their cognitive state

★ 10 updated 5mo ago
open-source MIT TypeScript

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.

Alternative to Mediar Ai Screenpipe

★ 0 updated 2mo ago
open-source AGPL-3.0 Python

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

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

open-source

Best for: Developers using AI coding assistants who need long-term project memory and semantic code understanding

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.

Alternative to Litellm

★ 5 updated 2mo ago
open-source MIT TypeScript

Best for: Developers who want to add model routing and fallback logic to their MCP-based tools

Dev low

contradictory-body/cc-sensei

Various

Your AI's shortcut to mastering Claude Code's architecture — 310K lines distilled into 32 queryable modules via MCP.

★ 1 updated 1mo ago
open-source MIT TypeScript

Best for: Developers who want to understand Claude Code's internal architecture through queryable modules.

Dev low

conversation-handoff-mcp

Various

MCP server for transferring conversation context between AI chats and projects

★ 4 updated 3mo ago
open-source MIT TypeScript

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 4mo ago
open-source MIT JavaScript

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.

Alternative to Executeautomation Playwright Mcp Server, Browsermcp Mcp, Agent Infra Mcp Server Browser

★ 2 updated 2mo ago
open-source MIT TypeScript

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

Alternative to Sooperset Mcp Atlassian

★ 2 updated 2mo ago
open-source Unlicense Go

Best for: Developers already using Backlog who want to automate tasks via MCP-compatible AI tools

Dev low

coreyhines/opnsense-mcp

Various

coreyhines/opnsense-mcp — indexed from awesome-mcp-servers-punkpeye

★ 4 updated 2mo ago
open-source MIT Python

Best for: Developers automating OPNsense firewall management through AI interfaces

Dev low

corebasehq/coremcp

Various

CoreMCP: Connect Legacy Databases to AI Agents via Model Context Protocol. Open-source bridge for LLM data analysis.

Alternative to Googleapis Genai Toolbox

★ 3 updated 2mo ago
open-source Apache-2.0 Go

Best for: Developers needing to connect legacy databases to AI agents via MCP

Dev low

corralimited/snapdiff-mcp

Various

Standalone MCP server for SnapDiff

★ 4 updated 1mo ago
open-source MIT TypeScript

Best for: Developers who need snapshot diffing capabilities in MCP-based AI assistant workflows

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source Apache-2.0 Python

Best for: Developers building AI agents that need to read or write data in Couchbase clusters

Dev low

cq27-dev/rag-rat

Various

Local repo-intelligence index + MCP server: semantic search, symbol/graph navigation, impact-surface preflight, git + GitHub papertrail, and a source-anchored memory graph.

★ 8 updated 28d ago
open-source MIT Rust

Best for: Developers needing local semantic code search and impact analysis

Dev low

cqfn/aibolit-mcp-server

Various

MCP Server for Aibolit Java Static Analyzer: Helping Your AI Agent Identify Hotspots for Refactoring

★ 26 updated 4mo ago
open-source MIT TypeScript

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 10mo ago
open-source MIT JavaScript

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 2mo ago
open-source Apache-2.0 Python

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

Alternative to Agent Infra Mcp Server Browser

★ 10 updated 7mo ago
open-source MIT JavaScript

Best for: Developers building AI assistants that need live web data access

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.

Alternative to Firecrawl Firecrawl Mcp Server, Browsermcp Mcp

★ 0 updated 2mo ago
open-source MIT JavaScript

Best for: Developers needing a broad, ready-to-use MCP server for scraping public web 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 2mo ago
open-source MIT Python

Best for: Developers building autonomous agents who need a simple action control layer for safety and auditability.

Dev low

croc100/Litescope

Various

The operations toolchain for production SQLite — diff, migrate, monitor, and run staged migrations across an entire fleet of Turso & Cloudflare D1 databases.

★ 1 updated 1mo ago
open-source AGPL-3.0 Go

Best for: Developers managing multiple production SQLite databases on Turso or Cloudflare D1

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 5mo ago
open-source MIT Python

Best for: Developers building AI agents that need curated crypto news and sentiment data

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.

Alternative to Lauriewired Ghidramcp, Mrexodia Ida Pro Mcp

★ 0 updated 4mo ago
open-source MIT Python

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 7mo ago
open-source MIT TypeScript

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 6mo ago
open-source MIT Python

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 2mo ago
open-source MIT TypeScript

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 4mo ago
open-source MIT JavaScript

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 5mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

Best for: Developers building French administrative data tools or AI assistants that need cross-referenced public registry data

Dev low

Cubenest/rrweb-stack

Various

Two OSS products on one rrweb substrate: tracelane (self-contained HTML test-failure replays for WDIO/Playwright/Cypress) + peek (browser companion for AI coding agents over MCP).

★ 3 updated 1mo ago
open-source Apache-2.0 TypeScript

Best for: Developers and teams needing local test failure replays or browser integration for AI agents without cloud services

Dev low

currents-dev/currents-mcp

Various

Currents MCP Server

Alternative to Executeautomation Playwright Mcp Server

★ 17 updated 2mo ago
open-source Apache-2.0 TypeScript

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 2mo ago
open-source MIT JavaScript

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 3mo ago
open-source MIT JavaScript

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 3mo 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 2mo ago
open-source Apache-2.0 Python

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 4mo ago
open-source MIT JavaScript

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 1y ago
open-source Go

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 3mo ago
open-source Apache-2.0 Python

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 2mo ago
open-source MIT TypeScript

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

Alternative to Exa Labs Exa Mcp Server

★ 39 updated 5mo ago
open-source MIT JavaScript

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 5mo ago
open-source Apache-2.0 Go

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 2mo ago
open-source MIT TypeScript

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 5mo ago
open-source MIT TypeScript

Best for: Developers experimenting with MCP-based advisory tools for LLM guidance

Dev low

daisys-ai/daisys-mcp

Various

The Daisys mcp server

★ 13 updated 1y ago
open-source Python

Best for: Developers experimenting with MCP integration into the Daisy's AI ecosystem

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 4mo ago
open-source MIT Python

Best for: Teams needing a stateless, SSE-capable Redmine integration for AI toolchains

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 2mo ago
open-source MIT Python

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 5mo ago
open-source MIT TypeScript

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 5mo ago
open-source MIT TypeScript

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 5mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT JavaScript

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 MIT Python

Best for: Solo operators who run their day off a single Notion to-do list

Dev low

danieldoderlein/llm-bus

Various

Open-source coordination engine for AI agents, over MCP. Atomic claims, shared ledger, leases, presence, handoffs, tasks. Self-host it or use the hosted service at llm-bus.com.

★ 3 updated 1mo ago
open-source AGPL-3.0 TypeScript

Best for: Developers prototyping multi-agent systems needing lightweight coordination

Dev low

danielkennedy1/pdf-tools-mcp

Various

🐍 - PDF download, view & manipulation utilities.

★ 31 updated 1y ago
open-source MIT Python

Best for: Developers building AI agents that need basic PDF handling capabilities via the Model Context Protocol

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 MIT Python

Best for: Developers building AI-driven scheduling assistants or calendar automation tools

Dev low

DanielTomaro13/sportsdata-mcp

Various

Free, open-source sports-data MCP server — ~500 tools across 28 providers: cross-book betting odds, official league stats, racing, fantasy. Claude Desktop / Cursor / any MCP client

★ 1 updated 1mo ago
open-source MIT Python

Best for: Developers building sports analytics applications that need programmatic access to diverse sports data through MCP clients.

Dev low

daniloneto/bitbucket-mcp

Various

MCP server for Bitbucket Cloud, focused on pull-request review workflows

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers using Bitbucket Cloud who want to integrate pull-request review automation into MCP-based workflows

Dev low

danmartuszewski/hop

Various

Fast, elegant SSH connection manager with a TUI dashboard and MCP server

★ 51 updated 3mo ago
open-source MIT Go

Best for: Developers and sysadmins who manage many SSH hosts and prefer terminal-based workflows.

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.

Alternative to Glips Figma Context Mcp

★ 554 updated 3mo ago
open-source MIT TypeScript

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

Alternative to Exa Labs Exa Mcp Server

★ 39 updated 1y ago
open-source MIT Python

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 3mo ago
open-source MIT Python

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 4mo ago
open-source MIT JavaScript

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.

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 0 updated 4mo ago
open-source MIT JavaScript

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 11mo ago
open-source Python

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 2mo ago
open-source Apache-2.0 Python

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 2mo ago
open-source BSD-3-Clause Python

Best for: Developers building AI agents that need to interact with Jupyter notebooks

Dev low

datanexusmcp/mcp-server

Various

55 tools. One URL. Free tier — no credit card. Verified public data — CVE/SBOM security audits, licence compliance, frontend security scanning, nonprofit 990 filings, federal contr

★ 2 updated 1mo ago
open-source Python

Best for: Developers needing quick access to verified public data via MCP clients without upfront cost

Dev low

Dataring-engineering/mcp-server-trino

Various

MCP Server for Trino

★ 18 updated 1y ago
open-source MIT Python

Best for: Developers building AI agents that need live SQL access to Trino data sources

Dev low

davegomez/fizzy-mcp

Various

MCP server for Fizzy task management

Alternative to Eyaltoledano Claude Task Master

★ 2 updated 5mo ago
open-source AGPL-3.0 TypeScript

Best for: Developers exploring MCP integrations with Fizzy task management

Dev low

davewind/mysql-mcp-server

Various

mcp model-context-protocol mysql cursor n8n

★ 12 updated 2mo ago
open-source MIT JavaScript

Best for: Developers prototyping AI agents that need simple MySQL access via MCP

Dev low

davidan90/time-node-mcp

Various

MCP server for timezone-aware date and time operations

★ 4 updated 12mo ago
open-source MIT TypeScript

Best for: Developers using MCP-compatible tools who need reliable timezone-aware date and time operations

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 2mo ago
open-source MIT Python

Best for: Developers using Claude Code who want a centralized, searchable knowledge base with vector and graph capabilities

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 2mo ago
open-source MIT Rust

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 MIT Python

Best for: Developers exploring MCP integration with SDN environments and POX-based network labs

Dev low

davidmosiah/agent-seo-engine

Various

Agent-first local SEO scoring, search-intent and opportunity engine with CLI and optional MCP server.

★ 0 updated 1mo ago
open-source MIT Python

Best for: Developers building automated local SEO audit agents

Dev low

davidmosiah/astral-mcp

Various

Precision-audited astrology MCP for AI agents — natal charts, transits, synastry & moon phases. Local-first, no API key, no account.

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need offline, audited astrological computations

Dev low

davidmosiah/delx-mcp-server

Various

Native MCP stdio bridge for Delx Protocol

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers experimenting with MCP and Delx Protocol interoperability

Dev low

davidmosiah/short-video-agent-kit

Various

Agent-first short-form AI video generation CLI and MCP server for Sora, Veo, xAI and Seedance

★ 1 updated 1mo ago
open-source MIT JavaScript

Best for: Developers building agentic video generation pipelines

Dev low

davidmosiah/tiktok-agent-publisher

Various

Agent-first TikTok Content Posting API CLI and MCP server with dry-run publishing

★ 1 updated 1mo ago
open-source MIT JavaScript

Best for: Developers prototyping autonomous content pipelines who need safe, exploratory TikTok posting

Dev low

davidmosiah/uap-pulse

Various

MCP server + 3D map for the Pentagon's declassified UAP/UFO files — for Claude, Cursor & ChatGPT

★ 0 updated 1mo ago
open-source MIT HTML

Best for: Developers and researchers who want to explore UAP data through conversational AI and geospatial visualization.

Dev low

davidmosiah/wellness-cgm-mcp

Various

Local-first continuous glucose monitor MCP — Dexcom Developer API, FreeStyle Libre via LibreLink Up. Levels-killer, agent-first.

★ 1 updated 1mo ago
open-source MIT TypeScript

Best for: Developers building agent-based health monitoring tools that require local CGM data access.

Dev low

davidsimoes/digisign-mcp

Various

MCP server for DigiSign.cz digital signature API — built for Claude Code

★ 0 updated 4mo ago
open-source MIT JavaScript

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 3mo ago
open-source MIT TypeScript

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 2mo ago
open-source Apache-2.0 Python

Best for: Data engineers and analysts who want to control dbt workflows from AI assistants without leaving their chat interface.

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 8mo ago
open-source Apache-2.0 Java

Best for: Java developers needing quick integration with video game data.

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 2mo ago
open-source AGPL-3.0 TypeScript

Best for: Developers building privacy-sensitive, HIPAA-compliant multi-agent systems with on-device LLMs

Dev low

ddukbg/github-enterprise-mcp

Various

github-enterprise-mcp

★ 28 updated 11mo ago
open-source TypeScript

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 3mo ago
open-source MIT TypeScript

Best for: Developers building MCP-based nutrition or food tracking tools

Dev low

dearlordylord/huly-mcp

Various

Feature-complete MCP server for Huly platform

Alternative to Sooperset Mcp Atlassian

★ 32 updated 2mo ago
open-source MIT TypeScript

Best for: Developers building AI assistant integrations for Huly project management

Dev low

dealx/mcp-server

Various

MCP Server for DealX platform

★ 1 updated 4mo ago
open-source MIT TypeScript

Best for: Developers who need a quick, MCP‑standard bridge between AI agents and the DealX platform.

Dev low

dearlordylord/voila-sdk

Various

Voila.ca shopping sdk and mcp to make shopping accessible to coding agents

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers creating AI agents that need to automate shopping on Voila.ca

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 4mo ago
open-source MIT TypeScript

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 5mo ago
open-source Apache-2.0 Python

Best for: Developers building AI agents that need corporate credit data

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.

Alternative to Vectorize Io Hindsight, Topoteretes Cognee

★ 39 updated 3mo ago
open-source MIT TypeScript

Best for: Developers who want a consistent memory layer across multiple MCP-based coding assistants

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 2mo ago
open-source JavaScript

Best for: Support teams needing a consistent, auditable policy engine for common customer service decisions

Dev low

decksaga/market-pulse-mcp

Various

Real-time market data server for Claude. Crypto prices, forex rates & sentiment — powered by MCP.

★ 2 updated 2mo ago
open-source MIT JavaScript

Best for: Developers experimenting with MCP and needing live market data in Claude

Dev low

Declade/lucairn-sdks

Various

Lucairn SDKs — privacy-preserving AI infrastructure clients for TypeScript, Python, Go, and an MCP server

★ 1 updated 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT Python

Best for: Developers who need sharia-compliant financial calculations inside MCP-based AI agents

Dev low

deficlow/HyperStore-MCP

Various

HyperStore-MCP

Alternative to Upstash Context7, Vectorize Io Hindsight

★ 0 updated 2mo ago
open-source MIT Python

Best for: Developers building MCP-compatible AI agents that need a simple persistent store

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 2mo ago
open-source MIT Python

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 6mo ago
open-source MIT TypeScript

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

Alternative to Eyaltoledano Claude Task Master

★ 0 updated 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT Python

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 2mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT Python

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 3mo ago
open-source Python

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 3mo ago
open-source Apache-2.0 TypeScript

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 2mo ago
open-source TypeScript

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 2mo ago
open-source MIT Python

Best for: Developers who need to give AI models controlled, secure access to MySQL databases using the Model Context Protocol

Dev low

deslay1/amendor-mcp

Various

Connect your coding agent to Amendor. Pulls change requests into your agent so it builds them and opens PRs.

★ 0 updated 1mo ago
open-source JavaScript

Best for: Developers using Amendor who want to automate change request handling through coding agents

Dev low

Destrayon/Connapse

Various

Open-source, self-hosted knowledge backend for AI agents — hybrid search (vector + keyword), MCP server, 5 connectors, Docker-ready

Alternative to Topoteretes Cognee

★ 13 updated 2mo ago
open-source MIT C#

Best for: Developers seeking a lightweight, self-hosted knowledge backend for AI agents with hybrid search capabilities

Dev low

DeusData/codebase-memory-mcp

Various

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens.

★ 3,556 updated 1mo ago
open-source MIT C

Best for: Developers building AI-assisted coding tools that need fast, token-efficient codebase understanding

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

Alternative to Mediar Ai Screenpipe

★ 122 updated 2mo ago
open-source GPL-3.0 TypeScript

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 6mo ago
open-source MIT Python

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 6mo ago
open-source MIT Rust

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 11mo ago
open-source MIT Python

Best for: Developers who need a quick, minimal weather MCP server for prototyping or personal projects

Dev low

devopam/MCPg

Various

Postgres MCP Server

Alternative to Googleapis Genai Toolbox

★ 7 updated 28d ago
open-source MIT Python

Best for: Developers experimenting with MCP and needing a quick Postgres integration for AI agents

Dev low

devemberx/mcp-server-polarion

Various

Polarion ALM MCP server for Claude, Cursor & Copilot — read and write documents, work items, and traceability links

Alternative to Sooperset Mcp Atlassian

★ 1 updated 1mo ago
open-source MIT Python

Best for: Developers using Polarion ALM who want to interact with it via AI coding assistants

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 9mo ago
open-source MIT Python

Best for: Developers who need a simple MCP-based LaTeX-to-PDF renderer for integration with AI tools or pipelines.

Dev low

dhamma-seeker/tripitaka-mcp

Various

MCP server for the full Pāli Tipiṭaka — ~444,000 segments at parity with SuttaCentral (Sutta + Vinaya + Abhidhamma). Hybrid search, full-sutta fetch with cross-references, segment-

★ 1 updated 1mo ago
open-source Python

Best for: Buddhist scholars and developers building tools for Pāli canon study or comparative translation work.

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 2mo ago
open-source MIT JavaScript

Best for: Developers prototyping AI agents that require on-chain verified BTC signals and cross-chain swap capabilities

Dev low

DiegoLopez0208/RpgMakerMVUltimate-MCP

Various

RPG Maker MV Ultimate — AI copilot (MCP): generate maps, edit the database & events, and understand your project (validate references, explain why an event never fires, critique ma

★ 6 updated 1mo ago
open-source MIT TypeScript

Best for: RPG Maker MV developers who want AI-assisted map creation, event debugging, and project validation.

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 3mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT Python

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.

Alternative to Wonderwhy Er Desktopcommandermcp

★ 4 updated 2mo ago
open-source Apache-2.0 Rust

Best for: macOS developers building automation or AI tools that need reliable system interaction

Dev low

dirtcubeinteractive/specter-skills

Various

Claude Specter skills

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers who want to create or contribute custom skills for Claude Specter using JavaScript

Dev low

discava/mcp-server

Various

discava - The Business Directory for AI - mcp server

★ 0 updated 4mo ago
open-source MIT JavaScript

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 6mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

Best for: Developers who need to connect AI agents to Discourse forums for automation or data retrieval

Dev low

Disentinel/grafema

Various

Graph-based static analysis tool

Alternative to Oraios Serena

★ 35 updated 1mo ago
open-source Rust

Best for: Developers who need lightweight, graph-based static analysis for dependency and control flow inspection

Dev low

Dissimilis/DirForge

Various

Simple, yet useful read-only directory browsing web app

Alternative to Mickaelkerjean Filestash

★ 3 updated 2mo ago
open-source MIT C#

Best for: Developers needing a quick, secure directory viewer for internal or development environments

Dev low

djalal/quran-mcp-server

Various

Quran.com API integration for verse search, translation and tafsir

★ 66 updated 1y ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

Best for: Product managers seeking a lightweight, open source tool to aggregate customer feedback and prioritize features

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 2mo ago
open-source MIT TypeScript

Best for: Developers building legal tech tools or workflows that need cross-jurisdictional legal analysis in Spanish and EU contexts.

Dev low

dkships/substack-publisher-mcp

Various

MCP server for Substack's official Publisher API — query posts, analytics, and subscribers from Claude, Cursor, or any MCP client

★ 5 updated 28d ago
open-source MIT TypeScript

Best for: Developers who need to query Substack data from AI assistants via MCP

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 2mo ago
open-source Python

Best for: Developers who need to add vector-based documentation search to MCP-enabled workflows

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

Best for: Developers building automation or debugging tools for retro game emulation

Dev low

dnaerys/onekgpd-mcp

Various

1000 Genomes Project Dataset MCP Server

★ 0 updated 4mo ago
open-source Apache-2.0 Java

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.

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 44 updated 2mo ago
open-source Python

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 2mo ago
open-source Apache-2.0 TypeScript

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 2mo ago
open-source Rust

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 5mo ago
open-source JavaScript

Best for: Developers experimenting with MCP-based media generation using a free API

Dev low

dodopayments/dodo-agent-plugin

Various

Official Dodo Payments Plugin for Claude Code

★ 2 updated 2mo ago
open-source MIT JavaScript

Best for: Developers already using Claude Code who need quick payment API access without leaving their terminal

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 MIT TypeScript

Best for: Developers building AI coding assistants that need live LeetCode data

Dev low

dodopayments/contextmcp

Various

Self-hosted MCP server for your documentation

Alternative to Upstash Context7

★ 48 updated 2mo ago
open-source Apache-2.0 TypeScript

Best for: Developers who want to give their AI tools access to private or custom documentation

Dev low

doggychip/agentforge

Various

AgentForge — subscription marketplace for AI agents, tools & content. Built for developers and AI agents alike.

★ 0 updated 3mo ago
open-source TypeScript

Best for: Developers seeking a centralized marketplace to subscribe to AI agents and tools without building them from scratch

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 4mo ago
open-source MIT Python

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 2mo ago
open-source AGPL-3.0 TypeScript

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 3mo ago
open-source Apache-2.0 Python

Best for: Developers building LLM-driven futures trading strategies

Dev low

domdomegg/airtable-mcp-server

Various

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

Alternative to Bram2w Baserow

★ 443 updated 2mo ago
open-source MIT TypeScript

Best for: Teams running projects, inventory, or CRM tracking in Airtable who want faster updates

Dev low

donggyun112/keymem

Various

Super Memory

★ 1 updated 1mo ago
open-source MIT TypeScript

Best for: Developers who need a trivial in-memory cache for small TypeScript projects

Dev low

DomDemetz/claude-soul

Various

Self-correcting learning engine for Claude Code — persistent identity, behavioral pattern tracking, and cross-session memory

★ 83 updated 2mo ago
open-source MIT TypeScript

Best for: Developers using Claude Code who want a consistent, adaptive coding assistant experience

Dev low

doobidoo/MCP-Context-Provider

Various

📇 🏠 - Static server that provides persistent tool-specific context and rules for AI models

Alternative to Upstash Context7

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 6mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT Python

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 Go

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 2mo ago
open-source MIT JavaScript

Best for: Developers building condition-based access or compliance systems on multiple blockchain networks

Dev low

douglasgan/asktian

Various

MCP server for askTIAN — Chinese metaphysics (bazi, qimen, 5-element, daily energy) as decision-support tools for AI agents. npm: @asktian/mcp-server

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need Chinese metaphysical decision-support

Dev low

dpkdhingra91/aiia-mcp-server

Various

Official MCP server for AI Interview Agents — run the hiring workflow (roles, CV screening, interview scheduling, scored reports) from any MCP client.

★ 0 updated 1mo ago
open-source MIT Python

Best for: Developers building AI-driven recruitment automation within the MCP ecosystem

Dev low

dragogargo/mcp-sysmon

Various

MCP server for system monitoring — CPU, memory, disk, network, and process management via Claude

Alternative to Netdata Netdata Netdata

★ 1 updated 3mo ago
open-source MIT Python

Best for: Developers who want to query system status using Claude

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 10mo ago
open-source MIT JavaScript

Best for: Developers building AI assistants that need to query movie and TV metadata

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 2mo ago
open-source Apache-2.0 TypeScript

Best for: Developers building local coding agents that need structured context from their codebase

Dev low

drashrafsaiyed-cyber/instagram-mcp

Various

Instagram MCP server — control Instagram via Claude Desktop & Claude Web

★ 0 updated 2mo ago
open-source MIT Python

Best for: Developers who want to experiment with AI-controlled Instagram automation via Claude

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 2mo ago
open-source

Best for: Developers using the @elitedcs/ghl-mcp GoHighLevel MCP server who need to report bugs or request features

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 2mo ago
open-source MIT Go

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 2mo ago
open-source MIT HTML

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MPL-2.0 Go

Best for: Developers who work with multiple MCP servers and want a GUI to manage them

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 2mo ago
open-source MIT Python

Best for: Developers experimenting with multi-agent LLM systems that need structured document exchange

Dev low

DuhoKim/NebulaMind

Various

The universe, explored by AI agents worldwide. Collaborative astronomy wiki with open API.

★ 1 updated 3mo ago
open-source MIT TypeScript

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 1y ago
open-source MIT JavaScript

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

Alternative to Pr Agent

★ 446 updated 2mo ago
open-source Apache-2.0 Python

Best for: Teams wanting a self-hosted, privacy-focused pre-merge check that catches security and quality issues in pull requests

Dev low

Dusheh/myclaw-toolkit

Various

23-in-1 developer utility MCP server — search, exchange rates, crypto, QR codes, JSON formatter, and more

★ 0 updated 1mo ago
open-source JavaScript

Best for: Developers who want a single MCP server for quick, varied utility calls in AI-assisted coding environments

Dev low

dynatrace-oss/dynatrace-mcp

Various

MCP server for Dynatrace Observability

Alternative to Netdata Netdata Netdata

★ 115 updated 2mo ago
open-source MIT TypeScript

Best for: Teams already using Dynatrace who want to query observability data through AI assistants

Dev low

Easton-OU/rootpilot-mcp

Various

MCP server for safe, read-only SSH diagnostics — bring your own LLM

★ 0 updated 28d ago
open-source MIT TypeScript

Best for: Developers who want to let LLMs safely query remote server health without granting full shell access

Dev low

eat-pray-ai/yutu

Various

The AI-powered toolkit that grows your YouTube channel on autopilot.

Alternative to Klavis Ai Youtube

★ 466 updated 2mo ago
open-source Apache-2.0 Go

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 3mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT Python

Best for: Developers building deterministic text decomposition components for AI agents without using LLMs

Dev low

edge-claw/mood-booster-agent

Various

edge-claw/mood-booster-agent — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 4mo ago
open-source JavaScript

Best for: Developers wanting a playful, low-effort MCP server to lighten their coding environment

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

edgedelta/edgedelta-mcp-server

Various

Edge Delta MCP Server

Alternative to Netdata Netdata Netdata

★ 5 updated 3mo ago
open-source MIT Go

Best for: Developers building AI agents that need programmatic access to Edge Delta observability data

Dev low

edithatogo/fyi-cli

Various

Privacy-focused CLI tool for managing FYI.org.nz official information requests

★ 1 updated 28d ago
open-source MIT Python

Best for: Privacy-conscious users in New Zealand who frequently submit OIA requests from the command line

Dev low

edobusy/agenthold

Various

Shared versioned state for multi-agent AI workflows. An MCP server.

Alternative to Upstash Context7

★ 1 updated 3mo ago
open-source MIT Python

Best for: Developers prototyping multi-agent systems who need simple shared versioned state via MCP.

Dev low

edwinbernadus/nocodb-mcp-server

Various

nocodb mcp server

Alternative to Bram2w Baserow

★ 71 updated 4mo ago
open-source JavaScript

Best for: Developers building AI assistants that need to interact with NocoDB databases

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.

Alternative to Wonderwhy Er Desktopcommandermcp

★ 56 updated 2mo ago
open-source Apache-2.0 TypeScript

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 10mo ago
open-source MIT Python

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 2mo ago
open-source MIT TypeScript

Best for: iOS developers using AI coding assistants that support MCP

Dev low

eidetic-works/nucleus-mcp

Various

Nucleus MCP server by Eidetic Works — persistent memory and governance for Claude, Cursor, Windsurf — file-based, no vendor lock-in.

Alternative to Vectorize Io Hindsight, Topoteretes Cognee

★ 3 updated 1mo ago
open-source MIT Python

Best for: Developers using Claude, Cursor, or Windsurf who want local, persistent memory and governance without vendor lock-in

Dev low

einiba/canyougrab-api

Various

MCP server for confidence-scored domain availability checking via CanYouGrab.it

★ 0 updated 2mo ago
open-source MIT Python

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

Alternative to Idosal Git Mcp, Executeautomation Playwright Mcp Server

★ 18 updated 11mo ago
open-source MIT TypeScript

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

Alternative to Vectorize Io Hindsight

★ 3 updated 5mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT TypeScript

Best for: Teams wanting to embed brand design system rules into AI workflows.

Dev low

ekas-io/open-sales-stack

Various

MCP and tools for various tasks related to ekas

★ 1 updated 4mo ago
open-source MIT Python

Best for: Developers looking to automate tasks within the ekas platform using MCP protocols

Dev low

ekkyarmandi/ticktick-mcp

Various

TickTick MCP for managing your To-Do using AI

Alternative to Eyaltoledano Claude Task Master

★ 13 updated 3mo ago
open-source MIT Python

Best for: Developers using AI assistants who need to automate personal task management in TickTick

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 6mo ago
open-source MIT Python

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 9mo ago
open-source Python

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 5mo ago
open-source Python

Best for: Developers exploring multi-model reasoning or needing higher confidence on hard questions

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 2mo ago
open-source MIT Python

Best for: Developers building crypto trading tools or analytics dashboards that need standardized market data from multiple exchanges.

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 2mo ago
open-source TypeScript

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 2mo ago
open-source MIT JavaScript

Best for: Developers who want to monetize AI bug fixes using cryptocurrency payouts.

Dev low

elisymlabs/elisym

Various

Open infrastructure for AI agents to discover and pay each other

★ 13 updated 2mo ago
open-source MIT TypeScript

Best for: Developers experimenting with autonomous agent economies and decentralized agent coordination

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

Alternative to Wonderwhy Er Desktopcommandermcp

★ 2 updated 2mo ago
open-source MIT JavaScript

Best for: Developers who want a compact MCP server with multiple code utilities for local or experimental use

Dev low

ellmos-ai/n8n-manager-mcp

Various

MCP server for n8n workflow management -- view, create, sync, and manage n8n workflows via AI assistants

Alternative to Pipedreamhq Pipedream

★ 1 updated 2mo ago
open-source MIT TypeScript

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.

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 1 updated 3mo ago
open-source AGPL-3.0 Python

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 5mo ago
open-source MIT Python

Best for: Developers who want a self-hosted, privacy-controlled memory backend for Claude Code

Dev low

Eltortilla1/synapse-code-mcp

Various

Model Context Protocol server for code intelligence. Lets AI assistants explore your codebase on demand — semantic context with dependency graphs, compressed symbol indexes for Typ

★ 1 updated 1mo ago
open-source MIT TypeScript

Best for: Developers building AI-assisted code exploration tools for TypeScript and JavaScript projects

Dev low

Emanuele94/SimBrief-MCPServer

Various

Query SimBrief with your LLM

★ 0 updated 3mo ago
open-source MIT Python

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 2mo ago
open-source AGPL-3.0 TypeScript

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 2mo ago
open-source MIT Shell

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 3mo ago
open-source MIT JavaScript

Best for: Ecommerce owners who want quick sales reads across Shopify, Stripe, and CSVs

Dev low

emicklei/mcp-log-proxy

Various

a web logging proxy for MCP client-server communication

★ 29 updated 2mo ago
open-source MIT Go

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 7mo ago
open-source MIT Go

Best for: Developers who need basic music generation capabilities inside MCP-compatible AI assistants

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 2mo ago
open-source Apache-2.0 JavaScript

Best for: Developers building systems that need auditable, policy-bound authorization for critical operations

Dev low

endiagram/mcp

Various

MCP server for EN Diagram — structural analysis for any system. Install: npx @endiagram/mcp

★ 7 updated 3mo ago
open-source MIT JavaScript

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 1y ago
open-source

Best for: Developers and AI agents needing instant, disposable database services

Dev low

enmanuelmag/heimdall-mcp

Various

Transparent MCP proxy with OpenTelemetry tracing. Wrap any MCP server and persist traces to SQLite, Postgres or MySQL.

Alternative to Vectorize Io Hindsight

★ 8 updated 2mo ago
open-source TypeScript

Best for: Developers needing observability for MCP servers in production or debugging workflows

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 MIT Python

Best for: Developers and knowledge workers who want to combine LLM chat interfaces with a Zettelkasten note-taking system.

Dev low

ENTIA-IA/entia-mcp-server

Various

Verified business-identity intelligence for AI agents & MCP clients — company verification, VAT/BORME/GLEIF, ownership & risk signals across 34 countries. Remote MCP server, free t

★ 0 updated 1mo ago
open-source MIT Python

Best for: Developers building AI agents that need automated business verification and risk screening across multiple European jurisdictions.

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 2mo ago
open-source Apache-2.0 Rust

Best for: Teams using MCP-based AI agents who need secure, structured access to private project documentation

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 2mo ago
open-source MIT JavaScript

Best for: Developers using Spark workflow catalogs who want AI assistant integration via MCP

Dev low

Epistates/TurboMCP

Various

A full featured, enterprise grade rust MCP SDK

Alternative to Fastmcp

★ 89 updated 2mo ago
open-source MIT Rust

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 3mo ago
open-source MIT TypeScript

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

Alternative to Antv Mcp Server Chart

★ 2 updated 3mo ago
open-source MIT TypeScript

Best for: Developers exploring MCP integrations who want a basic diagram generation example to fork or learn from.

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 2mo ago
open-source MIT TypeScript

Best for: Businesses that want safe, read-only AI access to their BigQuery data

Dev low

ErebusEnigma/context-memory

Various

Persistent, searchable context storage across Claude Code sessions using SQLite + FTS5

★ 4 updated 5mo ago
open-source MIT Python

Best for: Developers using Claude Code who need persistent session memory

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 6mo ago
open-source MIT Python

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 MIT Python

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 1y ago
open-source MIT Python

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 2mo ago
open-source MIT TypeScript

Best for: Teams already using Kanboard who want to interact with it through AI coding assistants or chat interfaces

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

Alternative to Microsoft Markitdown

★ 0 updated 4mo ago
open-source MIT Python

Best for: Developers needing a secure, configurable web-to-markdown pipeline for LLM workflows

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.

Alternative to Coding Solo Godot Mcp

★ 30 updated 2mo ago
open-source MIT TypeScript

Best for: Godot developers who want to use AI assistants to automate editor tasks or prototype gameplay logic.

Dev low

ertad-family/liquid

Various

AI discovers APIs. Code syncs data. No adapters to write.

★ 0 updated 2mo ago
open-source Python

Best for: Developers who need to quickly sync data from multiple APIs without writing custom integration code

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 2mo ago
open-source AGPL-3.0 PHP

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 2mo ago
open-source MIT Python

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 5mo ago
open-source TypeScript

Best for: Developers building AI agents that need autonomous job searching across multiple agent economy platforms

Dev low

espressif/esp-rainmaker-mcp

Various

ESP RainMaker MCP server

★ 16 updated 1y ago
open-source Apache-2.0 Python

Best for: Developers building MCP-based tools or assistants that need to control ESP32 smart home devices

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 7mo ago
open-source MIT Python

Best for: Developers building AI agent workflows that need to interact with VibeTrader trading bots and portfolios.

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 2mo ago
open-source MIT JavaScript

Best for: Developers who need to deeply automate Feishu workflows from AI coding assistants

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 4mo ago
open-source MIT TypeScript

Best for: macOS developers who need to automate .icon bundle creation and rendering with Liquid Glass effects

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 3mo ago
open-source MIT Rust

Best for: Developers working with large codebases who want to reduce LLM costs and speed up agentic search

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 9mo ago
open-source MIT TypeScript

Best for: Developers using MCP-compatible AI coding tools who need to reference specific UI elements

Dev low

evalstate/mcp-hfspace

Various

MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode.

★ 386 updated 1y ago
open-source MIT TypeScript

Best for: Developers who want to quickly connect Hugging Face models to Claude Desktop for prototyping or experimentation.

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 Apache-2.0 TypeScript

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 2mo ago
open-source MIT Python

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 2mo ago
open-source MIT TypeScript

Best for: Overseas investors who prefer local data control and want AI-assisted portfolio tracking via Claude

Dev low

evanatpizzarobot/vr-org-mcp

Various

Read-only MCP server for VR.org. Gives AI agents one-call access to live VR, AR, and XR news, original editorial, headset deals, buyer guides, and top-game and top-app lists. Free,

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need up-to-date VR/AR news and curated lists without external API keys or write overhead

Dev low

evc-team-relay-mcp

Various

MCP server for reading and writing Obsidian vault documents via EVC Team Relay

★ 2 updated 2mo ago
open-source MIT Python

Best for: Developers using EVC Team Relay who want MCP-based access to their Obsidian knowledge base

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 2mo ago
open-source BSD-3-Clause Go

Best for: Developers building AI agents that need real-time staking data across multiple blockchains

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 2mo ago
open-source JavaScript

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 2mo ago
open-source MIT TypeScript

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 🔌

Alternative to Browsermcp Mcp, Agent Infra Mcp Server Browser

★ 5,541 updated 8mo ago
open-source MIT TypeScript

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 11mo ago
open-source Apache-2.0 JavaScript

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 4mo ago
open-source MIT JavaScript

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 4mo ago
open-source MIT JavaScript

Best for: Developers experimenting with blockchain-based physical mail delivery in agent workflows.

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 2mo ago
open-source Python

Best for: Developers who need rapid, text-driven icon generation for cross-platform apps

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 3mo ago
open-source JavaScript

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.

Alternative to Browsermcp Mcp, Agent Infra Mcp Server Browser, Executeautomation Playwright Mcp Server

★ 287 updated 4mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

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 4mo ago
open-source Python

Best for: Developers researching obscure or early-stage MCP server projects

Dev low

ezyang/codemcp

Various

Coding assistant MCP for Claude Desktop

Alternative to Wonderwhy Er Desktopcommandermcp

★ 1,613 updated 7mo ago
open-source Apache-2.0 Python

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 8mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT Rust

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 2mo ago
open-source MIT TypeScript

Best for: Developers building multi-chain agent systems with policy controls and custody-free constraints

Dev low

FacundoLucci/plsreadme

Various

FacundoLucci/plsreadme — indexed from awesome-mcp-servers-punkpeye

★ 2 updated 4mo ago
open-source MIT TypeScript

Best for: Developers looking for a bare-bones README generator in the MCP toolchain

Dev low

faizbawa/mcp-remote-ssh

Various

MCP server for remote SSH operations -- persistent sessions, structured command execution, SFTP file transfer, and port forwarding for AI agents.

★ 2 updated 1mo ago
open-source MIT Python

Best for: Developers prototyping AI-driven remote server automation with MCP

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 2mo ago
open-source MIT Python

Best for: AI developers building financial analysis tools or trading assistants

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 5mo ago
open-source MIT TypeScript

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 5mo ago
open-source MIT JavaScript

Best for: Developers who need a ready-made MCP server to give Claude Code full Telegram Bot API capabilities

Dev low

farukkolip/xtapdown-mcp

Various

XTapDown MCP Server — 14 X (Twitter) creator tools for Claude, ChatGPT, Gemini and any MCP client

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers who want to control Twitter accounts from AI assistants via MCP

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 5mo ago
open-source TypeScript

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 2mo ago
open-source Apache-2.0 Python

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

fatwang2/search1api-mcp

Various

📇 ☁️ - Search via search1api (requires paid API key)

Alternative to Exa Labs Exa Mcp Server

★ 172 updated 5mo ago
open-source MIT TypeScript

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.

Alternative to Browsermcp Mcp, Agent Infra Mcp Server Browser, Executeautomation Playwright Mcp Server

★ 24 updated 4mo ago
open-source MIT JavaScript

Best for: Developers building AI agents that need to interact with multiple web services and platforms from a single codebase.

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 5mo ago
open-source MIT Python

Best for: Developers who need to add Brainiall speech features to MCP-compatible applications

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 2mo ago
open-source TypeScript

Best for: Developers building UK property finance tools or assistants

Dev low

feedthrough/feedthrough

Various

A debug bridge embedded inside your web app, exposing runtime internals to AI agents via MCP.

★ 2 updated 2mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need live introspection of web application internals

Dev low

felippeyann/agentfi

Various

felippeyann/agentfi — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 2mo ago
open-source HTML

Best for: Developers browsing the awesome-mcp-servers collection for potential examples.

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.

Alternative to Vectorize Io Hindsight

★ 1 updated 2mo ago
open-source MIT TypeScript

Best for: Developers who need persistent, private memory for their Claude Code Telegram bot

Dev low

ferdousbhai/investor-agent

Various

A Model Context Protocol server for building an investor agent

★ 330 updated 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT Python

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

Alternative to Klavis Ai Youtube

★ 26 updated 10mo ago
open-source MIT Python

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 4mo ago
open-source JavaScript

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

Alternative to Wonderwhy Er Desktopcommandermcp

★ 15 updated 4mo ago
open-source MIT TypeScript

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 1y ago
open-source Python

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

Alternative to Wonderwhy Er Desktopcommandermcp

★ 557 updated 10mo ago
open-source MIT TypeScript

Best for: Developers on macOS who want AI assistants to execute commands directly in their iTerm terminal

Dev low

FileToPDF/filetopdf-mcp

Various

MCP server for FileToPDF — convert files, HTML & Markdown to PDF from any MCP client

★ 0 updated 2mo ago
open-source MIT TypeScript

Best for: Developers building AI-assisted document workflows who need PDF output via MCP.

Dev low

feuerdev/keep-mcp

Various

MCP server for Google Keep

★ 77 updated 5mo ago
open-source MIT Python

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

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 2mo ago
open-source LGPL-3.0 TypeScript

Best for: Developers needing historical stock data and visualizations from select exchanges via an MCP server

Dev low

firecrawl/firecrawl-mcp-server

Various

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

Alternative to Exa Labs Exa Mcp Server

★ 6,933 updated 29d ago
open-source MIT JavaScript

Best for: Developers who want to add web search and scraping directly into their LLM-powered workflows or agents

Dev low

fireproof-storage/mcp-database-server

Various

Store and load JSON documents from LLM tool use

★ 32 updated 1y ago
open-source JavaScript

Best for: Developers building MCP-based tools or agents that need straightforward, file-backed JSON persistence

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 4mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need to programmatically handle time-based 2FA codes

Dev low

flexorch/flexorch-mcp

Various

MCP server for FlexOrch — SDK for machines

★ 1 updated 1mo ago
open-source MIT Python

Best for: Developers exploring machine-centric SDKs via MCP

Dev low

flipt-io/mcp-server-flipt

Various

📇 🏠 - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).

★ 3 updated 6mo ago
open-source Apache-2.0 TypeScript

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 TypeScript

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT C++

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

flux159/mcp-server-kubernetes

Various

MCP Server for kubernetes management commands

★ 1,400 updated 2mo ago
open-source MIT TypeScript

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

Dev low

flytohub/flyto-core

Various

The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.

★ 272 updated 2mo ago
open-source Apache-2.0 Python

Best for: Developers building custom AI agent systems that need orchestration and metering

Dev low

Focus-GTS/eds-mcp-server

Various

MCP server for Adobe Edge Delivery Services — 15 tools for AI agents to preview, publish, read content, query metrics, and manage EDS sites

★ 0 updated 1mo ago
open-source Apache-2.0 TypeScript

Best for: Developers building AI agents that automate content management and site operations for Adobe Edge Delivery Services.

Dev low

foldwork-dev/mcp-injector

Various

Local MCP daemon that compresses your codebase before sending it to Claude 41-89% token reduction

★ 1 updated 28d ago
open-source HTML

Best for: Developers who frequently send large codebases to Claude and want to reduce token usage

Dev low

FoodXDevelopment/foodblock-mcp

Various

A content-addressable protocol for universal food data

★ 0 updated 4mo ago
open-source MIT JavaScript

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 5mo ago
open-source MIT Python

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 6mo ago
open-source Apache-2.0 Go

Best for: Developers who need a lightweight, local secrets manager for AI agent toolchains

Dev low

forgemeshlabs/anomaly-mcp

Various

Blockchain event sequence anomaly detection MCP server. Scores event streams using NASA-derived SequenceMiner via x402 micropayments.

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers needing a lightweight, micopayment-gated anomaly detector for blockchain event streams

Dev low

forgemeshlabs/aso-audit-mcp

Various

ASO audit MCP server for Agent Signal Optimization readiness scanning

★ 0 updated 2mo ago
open-source MIT TypeScript

Best for: Developers building agent-based systems who need to verify signal readiness

Dev low

forgemeshlabs/coinopai-mcp

Various

MCP server for CoinOpAI - agent automation prompts and crypto signals via x402 micropayments on Base

★ 0 updated 2mo ago
open-source MIT JavaScript

Best for: Developers building AI agents that need on-chain crypto signals with pay-per-use billing

Dev low

forgemeshlabs/disruption-intelligence-mcp

Various

AI-native commercial disruption intelligence for MCP clients and x402-powered agents.

★ 0 updated 2mo ago
open-source MIT TypeScript

Best for: Developers building AI agents or MCP clients that require real-time commercial disruption data

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 2mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT JavaScript

Best for: Developers building AI travel assistants who need a simple open-source MCP server for route and airport queries.

Dev low

forum-labs/payfetch

Various

The buy-side seat of the Forum Labs network. A paying-fetch client with spending controls you set, and a wallet that stays yours. Learn more at https://forum-labs.com/payfetch

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers building on the Forum Labs network who need a lightweight, self-custodied payment client for API requests

Dev low

format37/youtube_mcp

Various

youtube transcriber mcp server

Alternative to Klavis Ai Youtube

★ 31 updated 1y ago
open-source Python

Best for: Developers building MCP‑compatible tools that need quick YouTube audio‑to‑text functionality.

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.

Alternative to Lauriewired Ghidramcp, Mrexodia Ida Pro Mcp

★ 370 updated 4mo ago
open-source GPL-3.0 Python

Best for: Reverse engineers and security researchers who want to use LLMs to interact with Binary Ninja programmatically.

Dev low

FoundryNet/forge-mcp

Various

Cross-manufacturer industrial MCP server — 14 tools for machine identity, telemetry normalization across 16 OEM families, plain-English automation, and on-chain (MINT) work attesta

★ 0 updated 2mo ago
open-source Python

Best for: Developers building cross-manufacturer industrial automation and telemetry pipelines

Dev low

fotoetienne/gqai

Various

Turn any GraphQL endpoint into a set of MCP tools

★ 22 updated 1y ago
open-source MIT Go

Best for: Developers who need to connect GraphQL APIs to MCP-based AI agents quickly

Dev low

FoundryNet/mint-mcp

Various

MINT Protocol MCP server — the complete trust stack for the agent economy: register identity, attest work on-chain (Solana), verify trust, rate, recommend, and discover trusted act

★ 1 updated 1mo ago
open-source Python

Best for: Developers building agent ecosystems that require on-chain trust verification on Solana

Dev low

fouradata/mcp

Various

MCP server for the FourA web scraping API - four tools, six prompts, one API key.

Alternative to Firecrawl Firecrawl Mcp Server

★ 4 updated 28d ago
open-source MIT JavaScript

Best for: Developers who need a quick MCP integration for web scraping

Dev low

fr0gger/MCP_Security

Various

This is a repository to experiment with MCP for security

★ 47 updated 1y ago
open-source Python

Best for: Security researchers and developers exploring MCP for security use cases

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

Alternative to Eyaltoledano Claude Task Master

★ 2 updated 5mo ago
open-source TypeScript

Best for: Developers who want AI-assisted task prioritization with a clean local UI

Dev low

fradser/mcp-server-apple-reminders

Various

MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit

★ 126 updated 2mo ago
open-source MIT TypeScript

Best for: Developers building macOS-native AI agents that need to manage reminders and calendar events

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 2mo ago
open-source MIT Python

Best for: Developers building MCP-based automation for Power BI refresh processes

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 2mo ago
open-source TypeScript

Best for: Developers building AI-assisted debugging workflows for Firefox

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 6mo ago
open-source MIT TypeScript

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

Alternative to Oraios Serena

★ 170 updated 2mo ago
open-source MIT TypeScript

Best for: Developers who want to securely connect Claude.ai to their own OpenClaw assistant instance

Dev low

freema/mcp-gsheets

Various

MCP server for Google Sheets - Read, write and manipulate spreadsheets through Claude Desktop

Alternative to Haris Musa Excel Mcp Server

★ 69 updated 3mo ago
open-source MIT TypeScript

Best for: Small businesses that want fuller spreadsheet control through Claude

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.

Alternative to Googleapis Genai Toolbox

★ 384 updated 3mo ago
open-source MIT Go

Best for: Developers building AI assistants that need direct, structured database access via the Model Context Protocol

Dev low

friendlygeorge/docker-mcp-server

Various

Docker MCP server designed for agents that need their containers to stay running. Health checks, auto-restart, Compose lifecycle, log streaming.

★ 1 updated 1mo ago
open-source MIT TypeScript

Best for: Developers building agent systems that require reliable, self-healing Docker containers

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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

Alternative to Upstash Context7

★ 5 updated 2mo ago
open-source Apache-2.0 Python

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 4mo ago
open-source MIT TypeScript

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 MIT JavaScript

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)

Alternative to Wonderwhy Er Desktopcommandermcp

★ 226 updated 3mo ago
open-source MIT TypeScript

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

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 6 updated 5mo ago
open-source MIT Python

Best for: Developers curious about agent-generated tooling or building experimental agent memory prototypes

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 2mo ago
open-source MIT Python

Best for: Developers building AI agents that interact with East African mobile money and SMS services.

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 2mo ago
open-source MIT Rust

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 1y ago
open-source Apache-2.0 Python

Best for: Developers building MCP-based forensic automation or integrating memory analysis into larger toolchains

Dev low

Gainium/gainium-mcp

Various

[](https://glama.ai/mcp/servers/Gainium/gainium-mcp) 🎖️ 📇 ☁️ 🏠 - MCP server for Gainium DCA/Combo/Grid trading bots — manage bots, deals, balances, backtests, the crypto screene

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers building automated trading workflows with Gainium via MCP

Dev low

gamosoft/NoteDiscovery

Various

Your Self-Hosted Knowledge Base

Alternative to Vectorize Io Hindsight, Upstash Context7

★ 2,613 updated 1mo ago
open-source MIT JavaScript

Best for: Developers and small teams who need a private, self-hosted knowledge base on their own infrastructure

Dev low

gannonh/firebase-mcp

Various

🔥 Model Context Protocol (MCP) server for Firebase.

★ 245 updated 9mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT Python

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 3mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT Python

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

Alternative to Skill Seekers Skill Seekers

★ 1 updated 2mo ago
open-source MIT Python

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 2mo ago
open-source MIT TypeScript

Best for: Developers integrating audio AI tasks into MCP-based workflows

Dev low

gautam-u/sieve-mcp

Various

MCP server for Sieve — local AI chat history secret scanner for macOS

★ 0 updated 2mo ago
open-source MIT JavaScript

Best for: Developers on macOS who want to catch sensitive data leaks in their local AI chat logs.

Dev low

gavelin-ai/mcp

Various

gavelin-ai/mcp — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 3mo ago
open-source MIT JavaScript

Best for: Developers exploring experimental MCP implementations in JavaScript.

Dev low

GavinLucas/docker-mcp

Various

An MCP server that lets AI agents manage Docker

★ 1 updated 1mo ago
open-source MIT Python

Best for: Developers building AI agents that need to control Docker environments

Dev low

gavxm/ani-mcp

Various

MCP server for AniList with taste-aware recommendations, watch analytics, social tools, and full list management.

★ 1 updated 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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 8mo ago
open-source MIT Rust

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 8mo ago
open-source MIT Rust

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 2mo ago
open-source MIT Python

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 2mo ago
open-source GPL-3.0 Python

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 2mo ago
open-source GPL-3.0 Go

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 2mo ago
open-source GPL-3.0 Go

Best for: Developers already using Duplicacy who want to surface backup health through MCP-compatible tools or Prometheus dashboards

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 2mo ago
open-source GPL-3.0 Go

Best for: Developers already using LynxPrompt who need MCP access to their configuration blueprints.

Dev low

GeiserX/genieacs-mcp

Various

MCP Server for GenieACS written in Go

★ 12 updated 2mo ago
open-source GPL-3.0 Go

Best for: Developers already using GenieACS who want to connect it to MCP-compatible clients or workflows

Dev low

GeiserX/spinnaker-mcp

Various

MCP Server for Spinnaker — manage applications, pipelines, and deployments via the Model Context Protocol

★ 2 updated 2mo ago
open-source GPL-3.0 Go

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 2mo ago
open-source GPL-3.0 Go

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 4mo ago
open-source MIT Kotlin

Best for: Developers building custom multi-agent research systems in Kotlin

Dev low

genomoncology/biomcp

Various

BioMCP: Biomedical Model Context Protocol

★ 521 updated 2mo ago
open-source MIT Rust

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 2mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT Python

Best for: Developers building AI agents that need location-aware context

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 2mo ago
open-source Apache-2.0 Python

Best for: Developers experimenting with multi-agent coding systems who want a lightweight, local coordination layer.

Dev low

george-kozlitin/borme-mcp

Various

MCP server for Spain's company registry (BORME): 9.5M events since 2009, hosted at mcp.bormeapi.com

★ 0 updated 1mo ago
open-source MIT Python

Best for: Developers who need structured, programmatic access to Spanish corporate registry data via MCP

Dev low

gerkensm/callcenter.js-mcp

Various

Callcenter.JS AI Voice Agent VOIP Connector, MCP + CLI

★ 21 updated 9mo ago
open-source TypeScript

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 3mo ago
open-source Apache-2.0 TypeScript

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 3mo ago
open-source MIT JavaScript

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 2mo ago
open-source Apache-2.0 TypeScript

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 1y ago
open-source TypeScript

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 5mo ago
open-source MIT TypeScript

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 2mo ago
open-source Apache-2.0 Go

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 5mo ago
open-source MIT JavaScript

Best for: Developers exploring MCP integrations with urdb in experimental or proof-of-concept projects

Dev low

getnahook/nahook-mcp

Various

The official Model Context Protocol server for Nahook — trigger webhooks, inspect deliveries, and debug failures from Claude Desktop, Cursor, Cline, and any MCP-compatible AI clien

★ 0 updated 1mo ago
open-source MIT

Best for: Developers using MCP-compatible AI assistants who need to trigger and debug webhook deliveries

Dev low

getpoststack/mcp

Various

MCP server for the PostStack Email API — 84 tools, 5 prompts, 5 resources for AI agents.

Alternative to Elie222 Inbox Zero

★ 0 updated 2mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need to send, receive, or manage email through the PostStack API.

Dev low

getrupt/ashra-mcp

Various

A Model Context Protocol server for Ashra

★ 62 updated 1y ago
open-source TypeScript

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 2mo ago
open-source TypeScript

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 11mo ago
open-source MIT Python

Best for: Developers who need to run SQL queries and export results via the MCP protocol

Dev low

gingugu/gingugu

Various

[](https://glama.ai/mcp/servers/gingugu/gingugu) 🐍 🏠 🍎 🪟 🐧 - Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tools: store, recall, search, relate, c

Alternative to Vectorize Io Hindsight, Topoteretes Cognee

★ 3 updated 1mo ago
open-source MIT Python

Best for: Developers who want a local, self-hosted memory layer for MCP-compatible coding assistants

Dev low

girste/mcp-cybersec-watchdog

Various

🐕 Linux security audit tool

★ 50 updated 6mo ago
open-source MIT Go

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 2mo ago
open-source Apache-2.0 Python

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 2mo ago
open-source Apache-2.0 Python

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 6mo ago
open-source MIT TypeScript

Best for: Developers who need a simple, GitHub-based way to manage notes and prompts through MCP-compatible AI assistants.

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

githejie/mcp-server-calculator

Various

A Model Context Protocol server for calculating.

★ 148 updated 1y ago
open-source MIT Python

Best for: Developers building MCP-based agents that need deterministic arithmetic without relying on LLM math

Dev low

gitkraken/gk-cli

Various

GitKraken CLI Releases and Documentation

Alternative to Idosal Git Mcp

★ 410 updated 2mo ago
open-source

Best for: Developers already using GitKraken who want a consistent terminal experience

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 4mo ago
open-source GPL-3.0 TypeScript

Best for: Developers who need ntfy notification capabilities within MCP-connected AI agent systems

Dev low

gitopia/gitopia-mcp-server

Various

MCP server for Gitopia

Alternative to Idosal Git Mcp

★ 1 updated 4mo ago
open-source MIT Go

Best for: Developers exploring decentralized git workflows and wanting to connect AI agents via the Model Context Protocol.

Dev low

GittyBurstein/mermaid-mcp-server

Various

MCP server for generating Mermaid diagrams from projects (local/GitHub) and rendering via Kroki.

★ 13 updated 7mo ago
open-source MIT Python

Best for: Developers seeking to generate code diagrams via MCP-enabled AI assistants

Dev low

giuliohome-org/doc-manager

Various

cloud copy-paste content sharing

★ 0 updated 3mo ago
open-source MIT JavaScript

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 1y ago
open-source MIT Python

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 4mo ago
open-source MIT Python

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 5mo ago
open-source MIT Python

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 1y ago
open-source Apache-2.0 TypeScript

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 Apache-2.0

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 2mo ago
open-source MIT TypeScript

Best for: Teams using Figma and AI coding assistants who want to automate component generation from design files.

Dev low

gofireflyio/firefly-mcp

Various

Firefly MCP

★ 14 updated 3mo ago
open-source MIT TypeScript

Best for: Developers prototyping AI agents that need to tap into Adobe Firefly's generative design features

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.

Alternative to Upstash Context7, Vectorize Io Hindsight

★ 1 updated 5mo ago
open-source TypeScript

Best for: Developers who want to add RAG chat to websites without cloud services

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 2mo ago
open-source Apache-2.0 TypeScript

Best for: Developers building AI-native applications who want automated security scanning

Dev low

Goldentrii/AgentRecall

Various

Persistent, correction-driven memory for AI agents. Cross-session, cross-platform (Claude Code, Codex, Gemini — any MCP client). Learns from mistakes, compresses context to save to

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 303 updated 1mo ago
open-source MIT TypeScript

Best for: Developers running multiple AI agent sessions who want persistent, cost-efficient memory that improves from errors.

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 3mo ago
open-source MIT HTML

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 11mo ago
open-source MIT Python

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 2mo ago
open-source MIT JavaScript

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.

Alternative to Lharries Whatsapp Mcp

★ 1 updated 2mo ago
open-source MIT Python

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source Apache-2.0 Go

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 TypeScript

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 2mo ago
open-source MIT TypeScript

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 Apache-2.0 Go

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 GPL-3.0 Go

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 8mo ago
open-source MIT Rust

Best for: Rust developers using AI assistants who need accurate crate documentation context

Dev low

gpartin/CryptoGuardClient

Various

CryptoGuardClient

★ 0 updated 4mo ago
open-source MIT Python

Best for: Developers who are specifically investigating the CryptoGuard ecosystem and want to examine the source code of an early-stage client.

Dev low

gpartin/WaveGuardClient

Various

Python SDK for WaveGuard physics-based anomaly detection API. One call. Any data.

★ 3 updated 3mo ago
open-source MIT Python

Best for: Developers needing a quick, physics-informed anomaly detection layer in Python

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 4mo ago
open-source MIT JavaScript

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 2mo ago
open-source Apache-2.0 Go

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

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 2mo ago
open-source MIT Python

Best for: Developers building automated trading or analysis tools who need quick access to historical chart pattern matches.

Dev low

grahamrowe82/pt-edge

Various

Precomputed reasoning cache for AI infrastructure decisions — 220K+ pages tracking the open-source AI ecosystem

Alternative to Upstash Context7, Vectorize Io Hindsight

★ 5 updated 3mo ago
open-source MIT Python

Best for: Developers exploring open-source AI tools who want a prebuilt reference of community reasoning.

Dev low

graphlit-mcp-server

Various

Model Context Protocol (MCP) Server for Graphlit Platform

★ 376 updated 7mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need to ingest and query unstructured data through Graphlit's managed platform

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 2mo ago
open-source Apache-2.0 TypeScript

Best for: Developers prototyping or building MCP-based coding agents that need structural code context.

Dev low

gregario/astronomy-oracle

Various

Celestial object catalog and observing session planner MCP server

★ 1 updated 3mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

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.

Alternative to Coding Solo Godot Mcp

★ 6 updated 3mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

Best for: Developers building MCP-based tools or assistants for Disney Lorcana TCG

Dev low

gregario/warhammer-oracle

Various

Warhammer 40K and Kill Team rules, stats, and game flow MCP server

★ 4 updated 2mo ago
open-source MIT TypeScript

Best for: Developers building AI assistants for Warhammer 40K tabletop gaming

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 3mo ago
open-source MIT TypeScript

Best for: Developers building MCP-powered workflows for One Piece TCG deck building and analysis

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 7mo ago
open-source MIT JavaScript

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

Alternative to Vectorize Io Hindsight, Netdata Netdata Netdata

★ 27 updated 3mo ago
open-source MIT Python

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 6mo ago
open-source MIT JavaScript

Best for: Developers building AI agents that need to verify URL safety without exposing users to malicious content

Dev low

grooverLab/fable

Various

High-fidelity transcript memory for Claude Code — index every session, recall byte-identical, search, prune, compose. Local-first, stdlib-only, MCP.

Alternative to Vectorize Io Hindsight, Topoteretes Cognee, Mediar Ai Screenpipe

★ 2 updated 1mo ago
open-source MIT Python

Best for: Developers who need local, high-fidelity transcript memory specifically for Claude Code sessions.

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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

GTCC777/pulsenetwork-mcp

Various

MCP server for PulseNetwork — discover & pay (x402, USDC on Base + Solana) for 66 real-time intelligence APIs. 68 tools, pay-per-query.

★ 0 updated 1mo ago
open-source TypeScript

Best for: Developers building AI agents that need on-demand, pay-as-you-go access to real-time intelligence data.

Dev low

GUCCI-atlasv/skillssafe-mcp

Various

MCP server for SkillsSafe — AI agent skill security scanner

★ 0 updated 5mo ago
open-source MIT JavaScript

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 1y ago
open-source MIT Python

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 4mo ago
open-source MIT TypeScript

Best for: Developers needing to automate video content extraction within MCP-compatible workflows

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 4mo ago
open-source MIT Python

Best for: Developers who want to integrate Spotify control into AI assistants or code editors.

Dev low

GuruPDF/gurupdf-mcp

Various

Free MCP server to convert, compress & merge PDFs and 100+ file formats (Word, Excel, images, ebooks) from Claude, Cursor, VS Code & any AI agent. Powered by GuruPDF.

Alternative to Haris Musa Excel Mcp Server

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers who need file format manipulation inside AI coding agents

Dev low

gwbischof/bluesky-social-mcp

Various

A Bluesky MCP

★ 15 updated 1y ago
open-source MIT Python

Best for: Developers building MCP-based agents that need direct Bluesky social interaction capabilities.

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 9mo ago
open-source MIT Python

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.

Alternative to Oraios Serena, Eyaltoledano Claude Task Master

★ 28 updated 1y ago
open-source MIT Python

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.

Alternative to Topoteretes Cognee

★ 15 updated 2mo ago
open-source MIT TypeScript

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 4mo ago
open-source GPL-3.0 TypeScript

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 3mo ago
open-source MIT Python

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 3mo ago
open-source MIT TypeScript

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.

Alternative to Sooperset Mcp Atlassian

★ 10 updated 11mo ago
open-source MIT TypeScript

Best for: Developers and teams who already use both GitLab and Jira and want to automate workflows between them with AI.

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 Rust

Best for: Developers building MCP-compatible applications that need fast, high-quality image generation

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 3mo ago
open-source MIT TypeScript

Best for: Developers who need to experiment with or switch between multiple AI CLI assistants from a single MCP server

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 2mo ago
open-source MIT Python

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 6mo ago
open-source Python

Best for: Developers building LLM tools that need to access and analyze iMessage data on macOS

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 1y ago
open-source MIT TypeScript

Best for: Developers building AI assistants that need up-to-date documentation context

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 1y ago
open-source Python

Best for: Developers who need to give LLMs safe, read-only access to SQLite databases

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 4mo ago
open-source MIT Python

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 4mo ago
open-source MIT Python

Best for: Developers integrating AI agents with MATLAB workflows

Dev low

hanzili/comet-mcp

Various

MCP Server connecting to Perplexity Comet browser

Alternative to Browsermcp Mcp, Agent Infra Mcp Server Browser

★ 158 updated 6mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT JavaScript

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 3mo ago
open-source Apache-2.0 Python

Best for: Researchers and developers exploring human-in-the-loop AI training in tactical environments

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 MIT TypeScript

Best for: Developers building LLM-powered assistants that need to query Azure resources across subscriptions

Dev low

haris-musa/excel-mcp-server

Various

A Model Context Protocol server for Excel file manipulation

★ 3,889 updated 4mo ago
open-source MIT Python

Best for: Developers building AI agents that need reliable, protocol-based read/write access to Excel files.

Dev low

HaroldFinchIFT/vuln-nist-mcp-server

Various

MCP Server for Vulnerabilities API from NVD NIST

★ 11 updated 10mo ago
open-source MIT Python

Best for: Developers needing programmatic access to NVD vulnerability data from MCP-compatible tools.

Dev low

HarperZ9/telos

Various

Build shared AI workspaces for creation, simulation, verification, MCP tools, and replayable receipts.

★ 3 updated 1mo ago
open-source Python

Best for: Developers building collaborative AI agent systems that need deterministic replay and verification.

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.

Alternative to Autogen

open-source

Best for: Developers needing multi-model deliberation for high-stakes or ambiguous AI outputs

Dev low

Harry-027/JotDown

Various

An MCP Server in Rust for creating Notion pages & mdBooks with LLMs 🦀

★ 21 updated 5mo ago
open-source MIT Rust

Best for: Developers building AI-assisted documentation or note-taking systems with Notion

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

Alternative to Wonderwhy Er Desktopcommandermcp

★ 0 updated 2mo ago
open-source MIT TypeScript

Best for: Developers building Windows desktop automation workflows that need a semantic, reliable alternative to traditional screen-scraping.

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 3mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

Best for: Developers who frequently run multiple local servers and want a quick MCP-based way to inspect and manage them.

Dev low

HasanJahidul/terminal-history-mcp

Various

Search your shell history (zsh/bash/fish) from Claude/MCP. Local SQLite FTS5. Secret-redacted.

★ 2 updated 3mo ago
open-source MIT TypeScript

Best for: Developers who want to query their shell history from within Claude or other MCP-compatible assistants

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 3mo ago
open-source MIT JavaScript

Best for: Developers who need quick, structured scraping of major web platforms through MCP-compatible agents

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 3mo ago
open-source TypeScript

Best for: Developers building distributed agent ecosystems that need cross-platform agent discovery

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 2mo ago
open-source MPL-2.0 Go

Best for: Developers building AI-driven infrastructure management into Terraform-based workflows

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

Alternative to Upstash Context7

★ 23 updated 2mo ago
open-source Apache-2.0 Python

Best for: Developers building applications on top of RAGStack serverless knowledge bases who need an MCP interface for search and content ingestion.

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 2mo ago
open-source MIT TypeScript

Best for: Developers building agent-to-agent payment systems or decentralized OTC desks

Dev low

hbg/mcp-paperswithcode

Various

An unofficial MCP interface to interact with the PapersWithCode API

★ 22 updated 1y ago
open-source MIT Python

Best for: Developers building AI agents or tools that need to programmatically access papers, code, and benchmarks from PapersWithCode

Dev low

HBarefoot/engram

Various

🧠 Persistent memory for AI agents. SQLite for agent state. Zero cloud dependencies. Local embeddings. MCP-native integration with Claude Desktop/Code, Cursor, Windsurf & more.

Alternative to Topoteretes Cognee

★ 4 updated 1mo ago
open-source MIT JavaScript

Best for: Developers building local AI agents that need persistent memory without cloud services.

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 2mo ago
open-source MIT Kotlin

Best for: Developers using JetBrains IDEs who want to integrate AI assistants into their debugging workflow

Dev low

hedging8563/tokenlab-mcp-server

Various

OpenAPI-generated MCP server for TokenLab text, image, video, music, 3D, audio, files, embeddings, rerank, translation, and async tasks.

★ 0 updated 29d ago
open-source MIT JavaScript

Best for: Developers who want to quickly connect TokenLab's multimodal API to MCP-based agents.

Dev low

helbertparanhos/cloudflare-mcp-pro

Various

Cloudflare MCP: 69 tools over the REST API v4 — DNS, Workers, KV, R2, D1, Pages, WAF, SSL, Email, AI — with a human-approval gate

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers who need to manage multiple Cloudflare resources programmatically and want explicit human review before changes

Dev low

helbertparanhos/easypanel-mcp-server

Various

MCP Server for Easypanel — control deployments, services, logs and databases from Claude Code, Cursor and Claude Desktop

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers using Easypanel who want to control hosting from an AI assistant

Dev low

helbertparanhos/n8n-pro-mcp

Various

MCP server for full n8n instance management (incl. queue mode): workflows, executions, tags, credentials, variables, projects, users, audit & health — 51 tools.

Alternative to Pipedreamhq Pipedream

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers who need to programmatically manage n8n instances via the Model Context Protocol

Dev low

helbertparanhos/postforme-mcp-pro

Various

The most complete Post for Me MCP server — 27 typed tools to publish, schedule, edit, delete and analyze social posts across 9 platforms (Instagram, TikTok, X, LinkedIn, YouTube, F

★ 0 updated 2mo ago
open-source MIT TypeScript

Best for: Developers who need a programmable, multi-platform social media post manager via MCP

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 2mo ago
open-source MIT TypeScript

Best for: Developers building MCP-powered tools that need reliable email sending and debugging

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

Helm-Protocol/openttt-mcp

Various

OpenTTT MCP Server — Proof-of-Time temporal attestation for AI agents

★ 0 updated 2mo ago
open-source TypeScript

Best for: Developers building trust-aware multi-agent systems that require verifiable action timestamps

Dev low

HelpCode-ai/anythingmcp

Various

Self-hosted, open-source MCP gateway: turn any API, database or MCP server into custom connectors for Claude, ChatGPT, Gemini, Copilot & Cursor — no code. Convert REST, SOAP, WSDL,

★ 129 updated 1mo ago
open-source AGPL-3.0 TypeScript

Best for: Developers and teams who need to quickly connect existing APIs or databases to multiple AI assistants with access control.

Dev low

hellokaton/unsplash-mcp-server

Various

🔎 A MCP server for Unsplash image search.

★ 220 updated 3mo ago
open-source MIT Python

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 11mo ago
open-source

Best for: Developers building AI travel assistants that need itinerary management features.

Dev low

HemmaBo-se/hemmabo-mcp-server

Various

Reference implementation: HemmaBo — the host-owned trust layer for vacation rentals: every host runs 0%-commission direct bookings on their own domain, with host-signed, agent-veri

★ 1 updated 28d ago
open-source Apache-2.0 TypeScript

Best for: Hosts who want to run direct bookings without commissions and integrate AI agent discovery

Dev low

henilcalagiya/google-sheets-mcp

Various

Python package of google sheet mcp

★ 14 updated 11mo ago
open-source Python

Best for: Small businesses with simple spreadsheet tracking who want quick updates via chat

Dev low

henilcalagiya/mcp-apple-notes

Various

An local mcp server for interacting with Apple Notes via LLM.

★ 50 updated 11mo ago
open-source MIT Python

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 9mo ago
open-source TypeScript

Best for: Developers building AI agents that need to interact with Yuque knowledge bases

Dev low

hernaninverso/eleata-verify-mcp

Various

MCP server: grounding/hallucination guard — verify a claim against evidence (Supported/Refuted/NEE) for AI agents

Alternative to Vectorize Io Hindsight

★ 0 updated 1mo ago
open-source JavaScript

Best for: Developers building AI agents that need a lightweight, rule-based fact-checking step against known sources.

Dev low

hernaninverso/eleion-scanner-mcp

Various

MCP server for the Eleion security scanner: register/verify your domains, queue scans, read findings — for AI agents

★ 0 updated 1mo ago
open-source JavaScript

Best for: Developers building agent-driven security workflows with the Eleion scanner

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 4mo ago
open-source MIT Python

Best for: Developers and auditors working on blockchain analysis and smart contract security.

Dev low

heymrun/heym

Various

Self-hosted AI workflow automation platform with visual canvas, agents, RAG, HITL, MCP, and observability in one runtime.

Alternative to Dify, Langflow, Flowise

★ 565 updated 2mo ago
open-source Python

Best for: Developers who need a self-hosted, all-in-one platform for building and monitoring complex AI workflows.

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.

Alternative to Vectorize Io Hindsight

★ 112 updated 2mo ago
open-source Apache-2.0 Python

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 Python

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 2mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT Go

Best for: Homelab enthusiasts who want to control their infrastructure from chat

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 Python

Best for: Developers and operators using Higress who want to manage it through AI agents or MCP-compatible tools

Dev low

hijaz/postmancer

Various

An experimental MCP server Rest Client intended to be a replacement of tools postman & insomnia

Alternative to Postman

★ 28 updated 11mo ago
open-source MIT TypeScript

Best for: Developers experimenting with MCP-based API testing and AI integration

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.

Alternative to Pydantic Pydantic Ai Mcp Run Python

★ 28 updated 9mo ago
open-source MIT Python

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.

Alternative to Skill Seekers Skill Seekers

★ 16 updated 5mo ago
open-source MIT

Best for: Developers building AI assistants that need curated remote job data

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

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 TypeScript

Best for: Developers who want to give LLMs read/write access to their Raindrop.io bookmark library

Dev low

hive-intel/hive-crypto-mcp

Various

Public SDK, CLI, and docs for Hive Intelligence: crypto MCP access for AI agents.

★ 17 updated 2mo ago
open-source MIT TypeScript

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 6mo ago
open-source Python

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 6mo ago
open-source Apache-2.0 Go

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 9mo ago
open-source MIT Python

Best for: Developers building AI agents or tools that need to query genomic data from UCSC

Dev low

hmk/box-mcp-server

Various

A Box model context protocol server to search, read and access files

★ 11 updated 11mo ago
open-source BSD-3-Clause JavaScript

Best for: Developers who want to connect their Box storage to MCP-compatible AI agents

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 2mo ago
open-source MIT Python

Best for: Developers needing quick access to honeypot data via MCP protocol

Dev low

hoklims/stacksfinder-mcp

Various

MCP server for StacksFinder - deterministic tech stack recommendations for LLM clients

★ 8 updated 6mo ago
open-source MIT TypeScript

Best for: Developers building LLM-based tooling that need consistent, deterministic tech stack suggestions

Dev low

hood. — .hood name service

ag.hood

Register a .hood name on Robinhood Chain in seconds. From $5/yr.

open-source

Best for: Robinhood Chain users who want a simple, low-cost naming service for their wallet addresses

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 2mo ago
open-source AGPL-3.0 PowerShell

Best for: Roblox developers who want to use AI coding assistants to speed up common Studio tasks.

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 7mo ago
open-source Shell

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 2mo ago
open-source MIT Python

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 7mo ago
open-source Python

Best for: Developers building AI-integrated IoT workflows with ESP32 microcontrollers

Dev low

hostodo/hostodo-mcp

Various

Registry metadata for the hosted Hostodo MCP server

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers integrating the Hostodo MCP server into their applications

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 4mo ago
open-source MIT Dockerfile

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 2mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need lightweight, crypto-payable web scraping with minimal setup.

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 2mo ago
open-source MIT TypeScript

Best for: Developers building advanced reasoning agents within the MCP ecosystem

Dev low

HubLensOfficial/mcp-server

Various

HubLensOfficial/mcp-server — indexed from awesome-mcp-servers-punkpeye

★ 0 updated 3mo ago
open-source MIT JavaScript

Best for: Developers exploring the Model Context Protocol who need a minimal reference implementation.

Dev low

Hug0x0/mcp-reunion

Various

MCP server for La Réunion open data

★ 0 updated 2mo ago
open-source MIT TypeScript

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 4mo ago
open-source Python

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.

Alternative to Exa Labs Exa Mcp Server

★ 4 updated 2mo ago
open-source Python

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 2mo ago
open-source MIT TypeScript

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 4mo ago
open-source MIT TypeScript

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 Apache-2.0 Python

Best for: Developers building automated data labeling pipelines using Label Studio

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 3mo ago
open-source MIT Python

Best for: Developers building AI agents that need programmatic write access to Google Workspace

Dev low

hungthai1401/bruno-mcp

Various

MCP Server for running Bruno Collections

★ 42 updated 11mo ago
open-source JavaScript

Best for: Developers using Bruno who want to invoke collections through MCP-based agents or automation.

Dev low

hustcc/mcp-echarts

Various

🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.

Alternative to Antv Mcp Server Chart

★ 237 updated 6mo ago
open-source MIT TypeScript

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.

Alternative to Antv Mcp Server Chart

★ 572 updated 2mo ago
open-source MIT TypeScript

Best for: Developers using AI assistants who need on-demand diagrams for documentation, design, or debugging.

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 2mo ago
open-source MIT JavaScript

Best for: Developers building agentic workflows that need on-chain micropayments for specific anchor-x402 services

Dev low

hydrolix/mcp-hydrolix

Various

An MCP server for Hydrolix

★ 9 updated 2mo ago
open-source Apache-2.0 Python

Best for: Developers building AI agents that need to query Hydrolix time-series data

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 2mo ago
open-source MIT Python

Best for: Developers who want to automate or script smart TV actions using natural language commands

Dev low

hypeprinter007-stack/signalfuse-mcp

Various

MCP server for SignalFuse trading intelligence API

★ 2 updated 2mo ago
open-source MIT JavaScript

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 7mo ago
open-source Apache-2.0 Python

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 Apache-2.0 Python

Best for: Developers who want to automate code quality reviews using MCP-compatible AI assistants

Dev low

hyperionxmota/cook-county-property-mcp

Various

Hosted, pay-per-call MCP for Cook County / Chicago property records — dossier (parcels, sales & deeds, permits, tax assessments) + comparable-sales valuation by address or PIN. Ret

★ 0 updated 1mo ago
open-source Python

Best for: Developers building property analysis tools for Cook County real estate

Dev low

Hypersequent/qasphere-mcp

Various

MCP Server for QA Sphere TMS

★ 22 updated 2mo ago
open-source MIT TypeScript

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 5mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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.

Alternative to Vectorize Io Hindsight

★ 6 updated 2mo ago
open-source MIT TypeScript

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 Apache-2.0 Python

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 3mo ago
open-source AGPL-3.0 TypeScript

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 3mo ago
open-source MIT TypeScript

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 4mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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 5mo ago
open-source JavaScript

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

Alternative to Exa Labs Exa Mcp Server

★ 1 updated 5mo ago
open-source MIT TypeScript

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 6mo ago
open-source MIT JavaScript

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 3mo ago
open-source Apache-2.0 TypeScript

Best for: Developers who want to ground AI coding agents in real GitHub codebases

Dev low

iFan6oy/flash-props-mcp

Various

MCP server for Flash Props API: live sports betting player props (NBA/MLB/NFL/NHL/NCAA/soccer) over REST + MCP. No scraping.

★ 0 updated 28d ago
open-source MIT TypeScript

Best for: Developers building sports betting applications or analytics that consume live player prop data

Dev low

ignaciohermosillacornejo/copilot-money-mcp

Various

MCP server for Copilot Money App - AI powered personal finance queries using local data

★ 50 updated 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT JavaScript

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

Alternative to Exa Labs Exa Mcp Server, Agent Infra Mcp Server Browser

★ 836 updated 2mo ago
open-source MIT TypeScript

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 5mo ago
open-source MIT TypeScript

Best for: Freelancers and small business owners on HLedger who want to query their books by asking

Dev low

ikoskela/wisepanel-mcp

Various

MCP server for Wisepanel multi-agent deliberation platform

★ 1 updated 2mo ago
open-source MIT TypeScript

Best for: Developers experimenting with multi-agent deliberation and MCP-based orchestration

Dev low

iletimerkezi/iletimerkezi-mcp-server

Various

iletiMerkezi MCP Server

★ 1 updated 3mo ago
open-source MIT TypeScript

Best for: Developers integrating iletiMerkezi SMS into MCP-based AI workflows

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 4mo ago
open-source MIT Kotlin

Best for: Developers using MCP-based AI assistants who need programmatic access to Gradle projects.

Dev low

imatza-rh/mcp-zuul

Various

MCP server for Zuul CI — read-only access to builds, logs, status, and jobs

★ 6 updated 2mo ago
open-source Apache-2.0 Python

Best for: Developers and DevOps teams who want to query Zuul CI build data through AI assistants or automated tooling

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 2mo ago
open-source GPL-3.0 Python

Best for: Developers who need programmatic, searchable access to local Apple Mail data

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

Alternative to Agent Infra Mcp Server Browser, Browsermcp Mcp, Executeautomation Playwright Mcp Server

★ 39 updated 6mo ago
open-source MPL-2.0 TypeScript

Best for: Developers who want to extend Claude Desktop with browser automation for testing or scraping workflows

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 5mo ago
open-source MPL-2.0 TypeScript

Best for: Developers who want to query Hacker News directly from Claude Desktop

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 4mo ago
open-source MPL-2.0 TypeScript

Best for: Developers who want to control Spotify from Claude Desktop using natural language commands

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 9mo ago
open-source MPL-2.0 Python

Best for: Developers using Claude Desktop who need quick domain availability checks during brainstorming or project setup

Dev low

imprvhub/mcp-rss-aggregator

Various

Model Context Protocol Server for aggregating RSS feeds in Claude Desktop

★ 25 updated 5mo ago
open-source MPL-2.0 TypeScript

Best for: Developers who want to consume RSS feeds directly inside Claude Desktop for real-time information retrieval

Dev low

imprvhub/mcp-status-observer

Various

Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.

★ 7 updated 4mo ago
open-source MPL-2.0 TypeScript

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 5mo ago
open-source MIT Python

Best for: Developers evaluating agent governance patterns who should use the microsoft/agent-governance-toolkit instead.

Dev low

incentivai/quickchat-ai-mcp

Various

The Quickchat AI MCP server

★ 23 updated 4mo ago
open-source MIT Python

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 4mo ago
open-source MIT Go

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 2mo ago
open-source Apache-2.0 Python

Best for: Developers building AI agents that need to interact with Microsoft Teams

Dev low

IndigoProtocol/indigo-mcp

Various

MCP for connecting LLMs to Indigo Protocol data

★ 3 updated 3mo ago
open-source MIT TypeScript

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 6mo ago
open-source Apache-2.0 TypeScript

Best for: Developers building LLM-based testing or automation for iOS apps

Dev low

infai-tech/vulnfeed-mcp

Various

Dependency vulnerability monitoring MCP server — knows your lockfile, prioritizes by EPSS, recommends fix versions.

★ 0 updated 2mo ago
open-source MIT Python

Best for: Developers who want automated, prioritized vulnerability alerts in their MCP workflow.

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 2mo ago
open-source MIT 1C Enterprise

Best for: Developers integrating AI agents or digital twins with 1C:Enterprise ERP systems

Dev low

inference.sh

ac.inference.sh

Run 150+ AI apps — image, video, audio, LLMs, 3D and more. Browse, execute, stream results.

Alternative to Ollama

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 2mo ago
open-source TypeScript

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 2mo ago
open-source MIT

Best for: Developers building applications on Infobip's communication platform that require MCP server integration.

Dev low

Infrawise/mcp-server

Various

Infrawise MCP server for Claude Code — Azure FinOps cost optimization

★ 0 updated 2mo ago
open-source MIT TypeScript

Best for: Developers using Claude Code who need to monitor and reduce Azure cloud costs

Dev low

ingero-io/ingero

Various

eBPF agent and MCP server for GPU causal observability

★ 85 updated 2mo ago
open-source Apache-2.0 C

Best for: Developers debugging GPU performance issues in Linux-based AI/ML environments

Dev low

InhiblabCore/mcp-image-compression

Various

A high-performance image compression microservice based on MCP (Modal Context Protocol)

★ 33 updated 1y ago
open-source MIT TypeScript

Best for: Developers building MCP-based applications that need fast image compression

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.

Alternative to Mediar Ai Screenpipe

open-source

Best for: Developers building screen-aware AI agents and automation pipelines

Dev low

inkog-io/inkog-mcp

Various

Inkog MCP Server — the pre-flight check for AI agents

★ 2 updated 2mo ago
open-source Apache-2.0 TypeScript

Best for: Developers building AI agents who need a straightforward pre-flight validation step

Dev low

InnarM/blank-invoice-maker-mcp

Various

MCP server for Blank Invoice Maker — create free, no-signup invoices from your AI assistant. Returns a deep link that opens blankinvoicemaker.com pre-filled.

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Freelancers and small business owners who need a quick invoice without opening invoicing software

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 2mo ago
open-source Apache-2.0 TypeScript

Best for: Developers building AI agent-driven applications that need backend services

Dev low

inspektor-gadget/ig-mcp-server

Various

Debug your Container and Kubernetes workloads with an AI interface

★ 25 updated 2mo ago
open-source Apache-2.0 Go

Best for: Developers debugging container and Kubernetes workloads who want a conversational interface to eBPF-based introspection tools.

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

integromat/make-mcp-server

Various

Make MCP Server

Alternative to Pipedreamhq Pipedream

★ 159 updated 3mo ago
open-source MIT TypeScript

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 Python

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 3mo ago
open-source BSD-3-Clause Python

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 5mo ago
open-source MIT Python

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 2mo ago
open-source MIT JavaScript

Best for: Developers building AI assistants or automation workflows that need secure, read-only access to Jobber field-service data

Dev low

ionos-cloud/ionoscloud-mcp

Various

This project implements an MCP server to interact with ionos cloud resources.

Alternative to Awslabs Mcp

★ 5 updated 2mo ago
open-source Apache-2.0 Go

Best for: Developers using IONOS cloud who want to manage resources through MCP-compatible AI assistants or automation tools.

Dev low

ios-simulator-mcp

Various

MCP server for interacting with the iOS simulator

★ 2,025 updated 3mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT Python

Best for: Developers needing quick IP-to-location lookups in MCP-based workflows

Dev low

ipfred/aiwen-mcp-server-geoip

Various

埃文IP定位MCP

★ 5 updated 1y ago
open-source JavaScript

Best for: Developers who need a basic, open-source IP geolocation MCP server for prototyping or simple AI assistant integrations.

Dev low

ip2whois/mcp-ip2whois

Various

WHOIS MCP server using IP2WHOIS API.

★ 0 updated 2mo ago
open-source MIT Python

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 1y ago
open-source JavaScript

Best for: Developers who need a simple MCP-compatible wrapper for IP geolocation lookups

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 1y ago
open-source MIT JavaScript

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 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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 1y ago
open-source MIT Python

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 5mo ago
open-source MIT TypeScript

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 MIT TypeScript

Best for: Businesses that keep records in Google Drive and Sheets and want quicker 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 5mo ago
open-source BSD-3-Clause Go

Best for: Developers building MCP-based IDEs or automating code analysis via AI agents

Dev low

isaacwasserman/mcp-snowflake-server

Various

🐍 ☁️ - Snowflake integration implementing read and (optional) write operations as well as insight tracking

★ 183 updated 10mo ago
open-source GPL-3.0 Python

Best for: Developers building MCP-based AI tools that need direct Snowflake access

Dev low

isaacwasserman/mcp-vegalite-server

Various

🐍 🏠 - Generate visualizations from fetched data using the VegaLite format and renderer.

Alternative to Antv Mcp Server Chart, Mckinsey Vizro Mcp

★ 97 updated 1y ago
open-source Python

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 3mo ago
open-source Apache-2.0 Python

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 3mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT Python

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 2mo ago
open-source Apache-2.0 Java

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 TypeScript

Best for: Developers building with the Vercel AI SDK who want inline query access to its documentation.

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 2mo ago
open-source Apache-2.0 C#

Best for: Unity developers who want to integrate AI assistants into their game development and testing workflow

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 3mo ago
open-source MPL-2.0 Python

Best for: Developers integrating AI assistants with Odoo ERP for data retrieval and automation

Dev low

ivo-toby/contentful-mcp

Various

MCP (Model Context Protocol) server for the Contentful Management API

★ 60 updated 6mo ago
open-source MIT TypeScript

Best for: Developers using AI assistants to manage Contentful content programmatically

Dev low

Ivy-Innovation/cubelife

Various

Give your AI agent a persistent pixel-art character. Node SDK, Python SDK, CLI, and MCP server.

Alternative to Oraios Serena

★ 0 updated 2mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need a simple, persistent visual persona

Dev low

izzzzzi/codewiki-mcp

Various

MCP server for codewiki.google — search, fetch docs, and ask questions about any open-source repo

★ 10 updated 2mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT TypeScript

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

Alternative to Wonderwhy Er Desktopcommandermcp

★ 8 updated 2mo ago
open-source MIT TypeScript

Best for: Developers who need to give LLM-based agents safe, structured access to local file systems

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 2mo ago
open-source MIT JavaScript

Best for: Developers building MCP-based tools that need quick, iterative image generation and repair with Gemini Flash.

Dev low

j3k0/speech.sh

Various

Simple curl script to play aloud what you type, useful if your voice is suddenly broken.

★ 7 updated 4mo ago
open-source GPL-3.0 Shell

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 1y ago
open-source MIT Python

Best for: Developers who want automated SQL quality checks in their MCP-enabled workflow

Dev low

jabbawocky/proposalcraft

Various

MCP server for freelancers — draft winning proposals in your voice from a client brief

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Freelancers who want to speed up proposal writing using an MCP-based assistant

Dev low

jabbawocky/statuscraft

Various

MCP server that checks the live status of major software services — GitHub, AWS, Stripe, OpenAI, Cloudflare, and more

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers needing a quick, unified status check for common cloud and SaaS platforms

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 3mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT JavaScript

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 5mo ago
open-source MIT TypeScript

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.

Alternative to Executeautomation Playwright Mcp Server, Browsermcp Mcp, Agent Infra Mcp Server Browser

★ 1,051 updated 6mo ago
open-source MIT TypeScript

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.

Alternative to Exa Labs Exa Mcp Server

★ 265 updated 1y ago
open-source MIT TypeScript

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 MIT Python

Best for: Developers building AI assistants that need carbon emission calculations

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 MIT Python

Best for: Teams using Mattermost who want to extend it with MCP-based tools and agents

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 1y ago
open-source MIT Python

Best for: Developers building location-aware LLM applications or assistants that need geospatial context

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 2mo ago
open-source MIT Python

Best for: Developers needing auditable, policy-controlled AI agent interactions in regulated environments

Dev low

jagoff/memo

Various

Persistent semantic memory for AI agents — 100% local on Apple Silicon (MLX) or Linux/Ubuntu (CPU). Markdown source of truth, sqlite-vec + BM25 hybrid search, a codegraph-backed kn

Alternative to Upstash Context7, Topoteretes Cognee, Vectorize Io Hindsight

★ 5 updated 28d ago
open-source MIT Python

Best for: Developers building local-first AI agents that need persistent, private memory

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 Python

Best for: Developers building AI agents or tools that need to pull live trending data from Product Hunt.

Dev low

Jambozx/onlinecybertools-mcp-server

Various

MCP stdio server for onlinecybertools.com API

★ 0 updated 2mo ago
open-source JavaScript

Best for: Developers building MCP-based agents that need quick lookups from onlinecybertools.com

Dev low

James-Chahwan/repo-graph

Various

Structural graph memory for AI coding assistants — MCP server for codebase navigation

Alternative to Topoteretes Cognee

★ 5 updated 2mo ago
open-source MIT Rust

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 8mo ago
open-source MIT TypeScript

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.

Alternative to Litellm

★ 15 updated 3mo ago
open-source MIT TypeScript

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 8mo ago
open-source MIT TypeScript

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 5mo ago
open-source MIT TypeScript

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.

Alternative to Upstash Context7

★ 17 updated 8mo ago
open-source MIT TypeScript

Best for: Developers who need a lightweight, standards-based memory layer for LLM applications

Dev low

JamesANZ/prediction-market-mcp

Various

A simple MCP server that grabs prediction market data from polymarket, PredictIt, & Kalshi.

★ 34 updated 6mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need live prediction market odds without writing custom scrapers.

Dev low

JamesANZ/system-prompts-mcp-server

Various

Model Context Protocol server exposing system prompt files and summaries.

★ 5 updated 8mo ago
open-source GPL-3.0 TypeScript

Best for: Developers already using MCP who need a straightforward way to expose system prompt files.

Dev low

JamesANZ/us-legal-mcp

Various

An MCP server that provides comprehensive US legislation.

★ 31 updated 3mo ago
open-source MIT TypeScript

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 2mo ago
open-source Apache-2.0 Rust

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 2mo ago
open-source MIT Python

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

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 0 updated 2mo ago
open-source MIT Python

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 3mo ago
open-source MIT TypeScript

Best for: Developers who want consistent agent behavior across many sessions without writing code

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 2mo ago
open-source MIT C

Best for: Developers who need to feed large codebases into LLMs cheaply and efficiently

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 JavaScript

Best for: Developers building AI agents that need quick, read-only access to on-chain token prices

Dev low

japlete/md-vision-mcp

Various

stdio MCP server to read or index markdown with images

★ 0 updated 1mo ago
open-source MIT Python

Best for: Developers who need to handle markdown with images in MCP-based pipelines

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 4mo ago
open-source MIT TypeScript

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 7mo ago
open-source MIT TypeScript

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 6mo ago
open-source Apache-2.0 TypeScript

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 6mo ago
open-source MIT TypeScript

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.

Alternative to Googleapis Genai Toolbox

★ 2 updated 6mo ago
open-source MIT Dockerfile

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 6mo ago
open-source MIT Dockerfile

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 2mo ago
open-source MIT TypeScript

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

Alternative to Sooperset Mcp Atlassian

★ 1 updated 2mo ago
open-source MIT Python

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 6mo ago
open-source MIT Python

Best for: Developers who need a quick MCP bridge to a Docker PostgreSQL database

Dev low

jawdat6/fixgraph-mcp

Various

jawdat6/fixgraph-mcp — indexed from awesome-mcp-servers-punkpeye

★ 2 updated 4mo ago
open-source MIT JavaScript

Best for: Developers needing a basic MCP server for graph fixing in experimental or small-scale projects

Dev low

JayOfemi/shikamaru

Various

Provably correct day-count and accrued-interest calculations.

★ 0 updated 2mo ago
open-source MIT TypeScript

Best for: Developers building financial tools that require provably correct day-count and interest computations.

Dev low

jbechtel-97/dealflowpro-mcp-server

Various

DealFlowPro MCP Server — Analyze multifamily real estate deals from Claude Code or Claude Desktop

★ 0 updated 2mo ago
open-source JavaScript

Best for: Real estate investors and analysts who want to underwrite multifamily deals using Claude's natural language interface

Dev low

jcdickinson/simplemem

Various

A very simple semantic MCP memory store

Alternative to Topoteretes Cognee

★ 0 updated 11mo ago
open-source LGPL-3.0 Go

Best for: Developers who need a no-frills semantic memory store for small MCP projects

Dev low

jcooley8/pincushion-plugin

Various

Cursor marketplace plugin for Pincushion — MCP server + slash commands

★ 1 updated 1mo ago
open-source MIT JavaScript

Best for: Developers who rely on Pincushion and want to interact with it through Cursor

Dev low

jcoulaud/shipmail-mcp

Various

Official Shipmail MCP server for AI-agent custom-domain business email, REST API, and webhooks

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers building AI agents that need custom-domain business email capabilities via the Model Context Protocol

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 1y ago
open-source MIT Python

Best for: Developers who want to manage macOS packages through AI assistants or chat interfaces

Dev low

jen6/ticktick-mcp

Various

Enhance your TickTick workflow with MCP server. Better filtering interface

★ 65 updated 1y ago
open-source Python

Best for: Developers who use TickTick and want to query tasks via AI assistants or MCP-enabled tools

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 2mo ago
open-source MIT TypeScript

Best for: Developers building AI assistants for Korean securities trading

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 7mo ago
open-source Apache-2.0 JavaScript

Best for: Developers using JetBrains IDEs who want to connect AI assistants for code automation

Dev low

jf-cmyk/blocksize-agentic-payments-mcp

Various

Read-only MCP package for Blocksize agentic payments and x402 market-data discovery

★ 0 updated 1mo ago
open-source MIT Python

Best for: Developers building AI agents that need read-only access to Blocksize payment and x402 market data.

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 4mo ago
open-source MIT TypeScript

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 2mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT TypeScript

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 Apache-2.0 Python

Best for: Developers building AI assistants that need a turn-based game interaction for demos or testing

Dev low

jiezeng2004-design/PatchWarden

Various

Secure local MCP bridge for ChatGPT and local agents with workspace-scoped tasks, safe summaries, audits, and Direct editing.

★ 2 updated 28d ago
open-source MIT TypeScript

Best for: Developers who need a simple, local MCP bridge to use ChatGPT or agents within isolated workspaces

Dev low

jigyasudham/veto

Various

Veto MCP — gives every major AI CLI (Claude Code, Codex, Gemini, Cursor, Windsurf) a council of 49 specialist agents + 93 tools. Deterministic-first, self-learning, no API keys.

★ 0 updated 1mo ago
open-source MIT TypeScript

Best for: Developers who want to add a large, deterministic agent council to their AI CLI without managing API keys

Dev low

jimfilippou/things-mcp

Various

A Model Context Protocol (MCP) server that provides seamless integration with the Things productivity app.

★ 8 updated 10mo ago
open-source JavaScript

Best for: macOS users who want to connect Things to AI coding assistants

Dev low

jimmyracheta/AI-Runtime-Guard

Various

runtime-guard

★ 14 updated 2mo ago
open-source MIT Python

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。

Alternative to Topoteretes Cognee

★ 15 updated 2mo ago
open-source Apache-2.0 Python

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 4mo ago
open-source MIT TypeScript

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 4mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT Python

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 2mo ago
open-source ISC TypeScript

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

Alternative to Pydantic Pydantic Ai Mcp Run Python

★ 129 updated 1y ago
open-source MIT Jupyter Notebook

Best for: Developers building AI agents that need to execute and inspect Python code in Jupyter notebooks

Dev low

jkiley129/steam-mcp

Various

MCP server that exposes your Steam library to Claude. Ask natural-language questions about your games.

★ 3 updated 4mo ago
open-source MIT TypeScript

Best for: Developers who want to query their Steam library through Claude

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 2mo ago
open-source TypeScript

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 2mo ago
open-source MIT Go

Best for: Developers who want to give AI assistants direct GitLab access with safety controls

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 2mo ago
open-source Apache-2.0 TypeScript

Best for: Developers building AI agent systems that need a drop-in security and DLP layer

Dev low

joaoh82/rustunnel

Various

Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP services to the public internet via TLS-encrypted WebSocket. Open-source, pay-as-you-go managed option, M

★ 636 updated 1mo ago
open-source AGPL-3.0 Rust

Best for: Developers needing a secure, self-hosted tunnel to expose local services to the internet

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 2mo ago
open-source MIT JavaScript

Best for: Developers building AI agents that need live remote job search capabilities

Dev low

joelio/stocky

Various

An MCP server for searching and downloading stock photography.

★ 20 updated 8mo ago
open-source MIT Python

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 4mo ago
open-source MIT JavaScript

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 4mo ago
open-source MIT Python

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 3mo ago
open-source MIT JavaScript

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 3mo ago
open-source MIT Python

Best for: Developers building AI tools that need to generate or process Typst documents

Dev low

john-broadway/proximo

Various

The Proxmox MCP you can hand the keys — VE + Backup Server + Mail Gateway + Datacenter Manager on one audited trust core (plan · prove · undo · diagnose). MCP + A2A.

★ 8 updated 28d ago
open-source Apache-2.0 Python

Best for: Developers and sysadmins managing Proxmox environments who want to automate tasks via AI agents

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 3mo ago
open-source MIT Python

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 2mo ago
open-source TypeScript

Best for: Developers managing Netskope Private Access who want to automate tasks via MCP

Dev low

joinly-ai/joinly

Various

Make your meetings accessible to AI Agents

★ 522 updated 4mo ago
open-source MIT Python

Best for: Developers building AI agents that need to access meeting content

Dev low

joinwell52-AI/FCoP

Various

FCoP is a minimal protocol that lets multiple AI agents — running in Cursor, Claude Code, plain shells, CI runners — collaborate through ordinary markdown files in a folder. Agents

★ 2 updated 1mo ago
open-source MIT Python

Best for: Teams building lightweight multi-agent workflows without external orchestration services

Dev low

jonnybottles/patch-tuesday-mcp

Various

MCP server for Microsoft Patch Tuesday - query MSRC security updates, CVEs, and KBs with EPSS + CISA KEV enrichment. No API keys. Works with Claude, Copilot, Cursor, and any MCP cl

★ 2 updated 29d ago
open-source Python

Best for: Security engineers or IT administrators who need to quickly query and enrich Microsoft security updates within an MCP environment

Dev low

jonradoff/lightcms

Various

Lightweight content management system for websites, built for the AI era

★ 17 updated 4mo ago
open-source MIT Go

Best for: Go developers seeking a minimal, open-source CMS with modern AI-oriented design

Dev low

jordandalton/doordash-mcp-server

Various

🐍 – DoorDash Delivery (Unofficial)

★ 24 updated 1y ago
open-source TypeScript

Best for: Developers building experimental AI agents that need to order food delivery programmatically

Dev low

jordandalton/restcsv-mcp-server

Various

MCP Server for RestCSV, Generated using MCPGen

★ 12 updated 1y ago
open-source TypeScript

Best for: Developers needing a quick bridge between REST APIs and CSV-based AI agent pipelines

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 2mo ago
open-source MIT TypeScript

Best for: Developers building AI assistants or chatbots that need up-to-date World Cup 2026 information

Dev low

jordantete/verychic-mcp

Various

Unofficial read-only MCP server for VeryChic hotel offers (search, filter, availability & prices)

★ 1 updated 1mo ago
open-source MIT Python

Best for: Developers needing to read VeryChic hotel offers into MCP-compatible AI workflows

Dev low

JordiNei/mcp-databricks-server

Various

MCP Server for Databricks

★ 49 updated 1y ago
open-source Python

Best for: Developers building agentic workflows that need read/write access to Databricks resources

Dev low

jorgenclaw/nostr-mcp-server

Various

A Model Context Protocol (MCP) server that provides Nostr capabilities to AI agents

★ 0 updated 4mo ago
open-source MIT JavaScript

Best for: Developers building AI agents that need to interact with the Nostr protocol

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 2mo ago
open-source JavaScript

Best for: Developers building Solana NFT applications who want flexible pay-as-you-go data access via MCP

Dev low

joshseane/-nmlp-mcp

Various

[](https://glama.ai/mcp/servers/joshseane/-nmlp-mcp) 📇 ☁️ - First-edition identification — points of issue, number-line decoding, and publisher rules over a CC-BY, DOI-cited datas

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Book collectors, rare book dealers, or cataloguers who need automated first-edition verification

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 11mo ago
open-source MIT TypeScript

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 JavaScript

Best for: Developers who need to control macOS applications through MCP-compatible AI assistants or automation pipelines.

Dev low

joshuarileydev/simulator-mcp-server

Various

📇 🏠 - An MCP server to control iOS Simulators

★ 52 updated 1y ago
open-source JavaScript

Best for: iOS developers who want to automate simulator tasks through AI agents

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 JavaScript

Best for: Developers who want to automate Supabase project administration through an AI assistant

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 3mo ago
open-source MIT Python

Best for: Developers who want to query their personal finances from Claude Code using a self-hosted MCP server

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 2mo ago
open-source MIT Python

Best for: Developers deploying MCP-based AI agents that need output quality control and an immutable audit trail

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 2mo ago
open-source MIT TypeScript

Best for: Developers building multi-agent systems in TypeScript/Node who need framework-agnostic coordination and guardrails

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 1y ago
open-source Apache-2.0 Python

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 4mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT TypeScript

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 4mo ago
open-source TypeScript

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.

Alternative to Vectorize Io Hindsight

★ 1 updated 3mo ago
open-source Apache-2.0 Python

Best for: Developers building accountable autonomous agents who want cryptographic proof of action intent

Dev low

JSungMin/vs-token-safer

Various

Token-safe C++/C# code search via clangd/Roslyn index instead of grep. Local-only, no IDE required. Claude Code plugin + vts CLI.

★ 2 updated 1mo ago
open-source MIT JavaScript

Best for: Developers working with C++ or C# codebases who need token-aware search without an IDE

Dev low

jtalk22/slack-mcp-server

Various

Session-based Slack MCP for Claude and MCP clients: local-first workflows, secure-default HTTP.

★ 27 updated 2mo ago
open-source MIT JavaScript

Best for: Developers who want to give Claude session-based Slack access for automation

Dev low

jtang613/GhidrAssistMCP

Various

An native MCP server extension for Ghidra

Alternative to Lauriewired Ghidramcp

★ 633 updated 2mo ago
open-source MIT Java

Best for: Reverse engineers and security researchers who want to automate Ghidra analysis with AI assistants

Dev low

juanisidoro/securecode-mcp

Various

MCP Server for SecureCodeHQ. Lets Claude Code access your secrets securely.

★ 0 updated 4mo ago
open-source MIT TypeScript

Best for: Developers using Claude Code who need to securely access secrets from SecureCodeHQ during AI-assisted coding sessions.

Dev low

juehang/vscode-mcp-server

Various

MCP server to expose VS Code editing features to an LLM for AI coding

★ 369 updated 7mo ago
open-source MIT TypeScript

Best for: Developers building AI coding assistants that need to automate edits within VS Code

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 2mo ago
open-source MIT Swift

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 2mo ago
open-source MIT Swift

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 2mo ago
open-source MIT Swift

Best for: Developers needing to add PDF search capabilities to AI-driven applications

Dev low

JuhongPark/mcp-server-pronunciation

Various

Local MCP voice coach with English pronunciation, grammar, and fluency feedback.

★ 0 updated 2mo ago
open-source MIT Python

Best for: Developers building voice coaching or language learning applications

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 3mo ago
open-source Go

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 2mo ago
open-source MIT TypeScript

Best for: Developers integrating Jungle Grid with MCP-compatible agents for log management

Dev low

junipr-labs/mcp-server

Various

MCP server for Junipr APIs — screenshots, PDFs, and metadata extraction

★ 0 updated 5mo ago
open-source MIT JavaScript

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 2mo ago
open-source MIT TypeScript

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 3mo ago
open-source MIT TypeScript

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

Alternative to Agent Infra Mcp Server Browser

★ 106 updated 4mo ago
open-source MIT JavaScript

Best for: Developers building LLM agents that need quick webpage snapshots

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 2mo ago
open-source MIT TypeScript

Best for: Developers building AI tools that need Amazon India product data without API fees

Dev low

justinstimatze/gemot

Various

Structured deliberation MCP server for AI agent coordination

★ 2 updated 2mo ago
open-source Apache-2.0 Go

Best for: Developers exploring multi-agent coordination with MCP

Dev low

jwaxman19/qlik-mcp

Various

An MCP server to run qlik

★ 11 updated 1y ago
open-source MIT TypeScript

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 2mo ago
open-source MIT Go

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 4mo ago
open-source MIT Python

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

Alternative to Skill Seekers Skill Seekers

★ 389 updated 4mo ago
open-source MIT Python

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 11mo ago
open-source Apache-2.0 TypeScript

Best for: Developers building MCP-enabled AI assistants who need programmatic access to Miro boards

Dev low

Kadenzo/kadenzo-mcp

Various

MCP server for Kadenzo — schedule, manage, generate & analyze social posts across 11 networks (Instagram, TikTok, X, LinkedIn, YouTube, and more) from any AI agent.

★ 0 updated 28d ago
open-source MIT JavaScript

Best for: Developers building AI-powered social media management tools

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.

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

★ 25 updated 5mo ago
open-source MIT Rust

Best for: Developers building AI agents that need persistent, structured memory

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 2mo ago
open-source MIT TypeScript

Best for: Developers building MCP-native assistants that need quick, contextual access to REST API documentation

Dev low

kagan-sh/kagan

Various

The Orchestration Layer for AI Coding Agents

Alternative to Metagpt

★ 90 updated 2mo ago
open-source MIT Python

Best for: Developers building multi-agent coding workflows in Python

Dev low

kage-core/Kage

Various

Persistent, verified memory for coding agents — so they stop re-explaining your codebase and never act on stale knowledge. Every memory is checked against your actual code; lives i

Alternative to Topoteretes Cognee

★ 6 updated 1mo ago
open-source GPL-3.0 TypeScript

Best for: Teams using coding agents that need shared, version-controlled memory across sessions

Dev low

kagisearch/kagimcp

Various

The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

Alternative to Exa Labs Exa Mcp Server, Upstash Context7

★ 403 updated 2mo ago
open-source MIT Python

Best for: Developers building AI agents that need direct, structured access to Kagi's web search and tools

Dev low

kaiyuanxiaobing/atomgit-mcp-server

Various

📇 ☁️ - Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more.

Alternative to Idosal Git Mcp

★ 7 updated 1y ago
open-source MulanPSL-2.0 TypeScript

Best for: Developers using AtomGit who want to automate repository management via MCP

Dev low

kakunin-ai/kakunin-mcp

Various

MCP server for AI agent compliance — verify a certificate, check scope, and log audit events over the Model Context Protocol. Works with Claude & Cursor.

★ 1 updated 1mo ago
open-source Apache-2.0 TypeScript

Best for: Developers needing compliance tracking for AI agents in MCP environments

Dev low

kaka-milan-22/kops

Various

Read-only kubectl as an MCP server for Claude Code — structured JSON, hardcoded safe verbs, one-shot triage & inventory.

★ 1 updated 1mo ago
open-source MIT Python

Best for: Developers using Claude Code who need safe, natural-language access to Kubernetes cluster state.

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 MIT TypeScript

Best for: Researchers and academics who use Zotero and want to manage their reference library through Claude Desktop.

Dev low

kambriso/fritzbox-mcp-server

Various

FRITZ!Box MCP Server for LLM/ KI Integration - Home Automation from your favourite KI agent

★ 10 updated 6mo ago
open-source Go

Best for: Developers integrating LLM agents with FRITZ!Box home automation systems

Dev low

kansei-link/kansei-mcp-server

Various

Local-first MCP navigator for AI agents. 11,000+ SaaS services, 200 workflow recipes, 89-97% token savings. Works with Claude Code, Cursor, Cline, Zed, Windsurf.

★ 1 updated 28d ago
open-source MIT HTML

Best for: Developers using MCP-compatible coding tools who want local access to a wide range of SaaS services with potential token cost savings.

Dev low

kannajune/mcp-architect

Various

Give any AI assistant real architectural understanding of a codebase — local, private, zero-config MCP serve

★ 1 updated 1mo ago
open-source MIT Python

Best for: Developers who want to give local AI assistants deep codebase understanding without sending code to external services

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).

Alternative to Executeautomation Playwright Mcp Server, Mobile Next Mobile Mcp

★ 32 updated 2mo ago
open-source MIT Python

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 3mo ago
open-source MIT Python

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 2mo ago
open-source MIT TypeScript

Best for: Developers building LLM-based tools that need structured, real-time Reddit data

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 3mo ago
open-source MIT TypeScript

Best for: Developers who want to quickly generate iOS UI mockups from text using an MCP server

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 2mo ago
open-source MIT Go

Best for: Developers who want AI assistants to securely inspect Linux server logs without giving shell access

Dev low

KashiwaByte/vikingdb-mcp-server

Various

a mcp server for vikingdb store and search

Alternative to Upstash Context7

★ 4 updated 11mo ago
open-source Python

Best for: Developers using VikingDB who need an MCP interface for store and search operations

Dev low

kastelldev/kastell

Various

Provision, secure, backup, and manage self-hosted servers — full lifecycle, one CLI.

★ 53 updated 2mo ago
open-source Apache-2.0 TypeScript

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.

Alternative to Browsermcp Mcp, Agent Infra Mcp Server Browser, Executeautomation Playwright Mcp Server

★ 3 updated 2mo ago
open-source MIT TypeScript

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 9mo ago
open-source MIT Python

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 2mo ago
open-source MIT Python

Best for: Data engineers and analysts who use Keboola and want to control it through an AI assistant

Dev low

keel-trade/keel-trade

Various

Keel — CLI and MCP server for AI-driven crypto strategy development on Hyperliquid

★ 0 updated 1mo ago
open-source MIT Python

Best for: Developers building AI-driven trading bots on Hyperliquid

Dev low

keenableai/keenable-mcp

Various

MCP server for live web search and clean-markdown page fetch over the Keenable web index (hosted; stdio bridge via @keenable/mcp).

Alternative to Exa Labs Exa Mcp Server

★ 0 updated 1mo ago
open-source MIT JavaScript

Best for: Developers building MCP-compatible AI agents that need live web search with clean content extraction

Dev low

keepgoing-dev/mcp-server

Various

KeepGoing MCP server - Project memory for AI coding assistants

Alternative to Topoteretes Cognee

★ 2 updated 2mo ago
open-source MIT TypeScript

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 4mo ago
open-source MIT JavaScript

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 5mo ago
open-source MIT TypeScript

Best for: Developers who need to pass detailed large images to LLM vision models without downscaling

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

Alternative to Sooperset Mcp Atlassian

★ 38 updated 8mo ago
open-source MIT JavaScript

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.