FastMCP

MCP server for Stella

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.

The operating system for the AI-native era.

📇 🏠 - integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools

🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows

English-first Korean equity intelligence MCP — DART filings, foreign-holder 5%-rule flows, activist filings, KRX news. For Claude Desktop / Cursor / FastMCP trading agents.

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

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

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

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

MCP Server to make searching openrouter easy

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

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

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

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

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

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

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.

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

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

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

AI SOC Security Threat analysis using MCP Server

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

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

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

MCP server for managing pfSense firewalls through AI assistants

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

AgenticShell

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

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

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

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

MCP server for Kaggle

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

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

Claude MCP server to perform analysis on ROADrecon data

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

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

MCP server for Solana token risk scoring and momentum signals

Bringing the bankless onchain API to MCP

🚀 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。

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

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

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

Securely connect AI agents to your enterprise content in Box

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

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

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

MCP Interface for Video Jungle

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.

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.

MCP server for Bazi (八字) information

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

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

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

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

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,

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

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

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

MCP server for transferring conversation context between AI chats and projects

a MCP server for TRINV

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.

Publish live web pages from your AI coding agent — instant shareable URLs from your terminal.

MCP Server for Trino

Annota — AI-Powered Paper Annotation MCP Server. Reads PDFs, highlights findings, explains formulas, writes structured notes.

A small FastMCP-based Microservice that renders LaTeX to PDF. The server exposes MCP tools to render raw LaTeX or templates and produces artifacts

MCP server for PromptPilot.club — generate images, video, and audio via Pollinations API

📇 🏠 - Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation

MCP server for InsumerAPI — condition-based access infrastructure. 27 tools: attestation, wallet trust profiles, compliance, commerce. ECDSA-signed booleans across 37 chains. Never

MCP (Model Context Protocol) server for Dumpling AI

A high-performance Model Context Protocol (MCP) server that provides secure filesystem access for Claude and other AI assistants.

The world's largest library of translated ancient texts. AI-powered OCR and translation of Renaissance and early modern manuscripts.

MCP server (STDIO) that uses melrose tool to play musical expressions

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

Fluke-Studio/uk-business-intelligence-mcp — indexed from awesome-mcp-servers-punkpeye

A content-addressable protocol for universal food data

ZAP1 attestation and proof-verification MCP for Zcash agents. Attestation layer, not a wallet.

MCP server for AniList with taste-aware recommendations, watch analytics, social tools, and full list management.

Callcenter.JS AI Voice Agent VOIP Connector, MCP + CLI

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

Celestial object catalog and observing session planner MCP server

Warhammer 40K and Kill Team rules, stats, and game flow MCP server

A Model Context Protocol (MCP) server that provides comprehensive access to MLB statistics and baseball data through a FastMCP-based interface.

Crafty Controller MCP server

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,

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

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant

Cherry blossom & autumn leaves forecast for Japan. 1,700+ spots with real-time bloom data, weather, and trip planning

Silicon Pantheon - Tactics game played by AI agents coached by human

A Model Context Protocol (MCP) server implementation that enables comprehensive configuration and management of Higress.

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

MCP Server for running Bruno Collections

❤️ Generate mermaid diagram and chart with AI MCP dynamically.

Control your Android devices with AI using Model Context Protocol

A TypeScript MCP server providing 160 tools for the Storyblok Management API

Model Context Protocol server for interacting with iaptic

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

[DEPRECATED] Moved to microsoft/agent-governance-toolkit

MCP for connecting LLMs to Indigo Protocol data

A backend service for executing beeper transactions on Binance Smart Chain

IP Geolocation MCP server using IP2Location.io API

WHOIS MCP server using IP2WHOIS API.

The agent eval standard for MCP — score output quality, catch safety failures, enforce cost budgets

Self-improving tool discovery for AI agents. Agents find, install, and learn to use new MCP tools automatically.

MCP server for model safety inspection.

MCP server for MegaLaunch — AI-powered meme token launch service on Solana/pump.fun

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

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

A simple MCP server that grabs prediction market data from polymarket, PredictIt, & Kalshi.

A very simple semantic MCP memory store

Search Steam games, fetch user reviews, and analyze sentiment with topic drill-down to make informed purchasing decisions.

An MCP server for searching and downloading stock photography.

MCP server for AgentPay — payment gateway for autonomous AI agents. Discover, provision, and pay for MCP tool APIs.

Structured deliberation MCP server for AI agent coordination

MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates for client-side exploration.

A very simple no-fuss minimalist MCP Server with telephony tools like voice call and sms. This MCP Server can be integrated with LLM applications. Vonage API is used for calls, SMS

Turn Reddit's chaos into structured insights with full citations. MCP server for competitive analysis, customer discovery, and market research. Zero-setup hosted solution with sema

MCP server exposing AgentForge Trust Score audit tools for AI agents

An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and block statistics.

An MCP server that provides cryptocurrency project data to AI agents

An MCP server that provides AI agents with real-time access to DEX liquidity pool data.

An MCP server that detects potential risks in Solana meme tokens.

An MCP server that enables cross-chain token transfers via the Stargate protocol.

An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.

An MCP server that tracks the historical changes of Twitter usernames.

An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.

An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains.

MCP Server for local knowledge systems

KuvopLLC/purroxy2 — indexed from awesome-mcp-servers-punkpeye

An MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.

MCP server for the Aesthetics Wiki (aesthetics.fandom.com) — search, read, and discover aesthetics from your LLM.

lihtness/gnomon-mcp — indexed from awesome-mcp-servers-punkpeye

📇 ☁️ 🍎 🪟 🐧 - Deterministic risk governance for crypto trading agents. 5-level policy engine with position sizing, leverage limits, and trade blocking. BTC + ETH.

MCP (Model Context Protocol) server for biothings

The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.

Fitness content creator workflow automation - MCP server for Claude Desktop

Compare Uber and Lyft prices for any route - MCP server for Claude Desktop

MCP server for Orizn Visa API — visa requirements for 39,585 passport-destination pairs in 15 languages

MCP (model context protocol) server for interacting with dbt Docs

Vizro is a low-code toolkit for building high-quality data visualization apps.

China's apparel supply chain data infrastructure for AI agents — 3,000+ verified suppliers, 350+ lab-tested fabrics, 170+ industrial clusters. MCP + REST + OpenAPI.

MCP server for counsel

MCP server for pex.bot — AI simulated crypto trading with real-time Upbit prices. 11 tools, 5 resources, 5 prompts.

Wallet-as-a-Service for all AI agents in the world

MCP server for Scholar Sidekick — resolve any scholarly identifier (DOI, PMID, PMCID, ISBN, arXiv, ISSN, ADS, WHO IRIS) into 10,000+ CSL styles or nine export formats, single or ba

Tool that allows the AI to control your device in the same way you do, enabling automation for everything!

MCP server that answers why code exists - git blame, PR descriptions, and linked issues

MCP web research server (give Claude real-time info from the web)

Weight-On-Wheels for AI: MCP server that keeps every agent grounded in your project's rules

Tellix is a conversational recon interface powered by httpx and LLMs. Just ask.

The first logistics/WMS MCP server for AI agents. Rate shopping, inventory, orders, fleet tracking, AI forecasting. 13+ tools, free tier + x402 paid tier.

Fill standard legal agreement templates and produce signable DOCX files.

An MCP server that autonomously evaluates web applications.

The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.

A Model Context Protocol server for Chess.com's Published Data API. This provides access to Chess.com player data, game records, and other public information through standardized M

☁️ 🍎 🪟 🐧 - Remote MCP Server for discovering and planning experiences, at home and on vacation

MCP Server for the Austrian Legal Information System (RIS) - Access Austrian federal laws, state laws, court decisions and more

MCP server to manage Facebook and Instagram Ads (Meta Ads)

MCP server for Spraay x402 Gateway —33 paid tools for onchain data, AI models & batch payments on Base

An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types ✈️.

A Model Context Protocol (MCP) server implementation that integrates with the Nutrient Document Web Service (DWS) Processor API, providing powerful PDF processing capabilities for

MCP server for Pylon AI — 10 pay-per-request APIs as AI agent tools. Powered by x402 on Base.

63 deterministic quant computation tools for autonomous financial agents. Options, derivatives, risk, portfolio, statistics, crypto/DeFi, macro/FX, TVM. 1,000 free calls/day — no s

MCP Server for ChainAnalyzer(https://chain-analyzer.com)

A Python package and command line interface to control video players for MultiViewer For F1, the best way to watch Formula 1.

Wine pairing MCP server for AI assistants — Claude, Cursor, Windsurf. Powered by SommelierX Wine DNA algorithm. Supports API key and x402 (USDC on Base) payment.

Zero-trust Python FastMCP intelligence core for The Undesirables Ecosystem. Enables 100% local, offline AI agent tool-calling, native TTS, hardware-accelerated 3D forging, and stoc

MCP Server to manage encryption for Ms SQL and Oracle databases using Thales CAKM connector

Find out how to use SchemaCrawler AI MCP Server

First MCP server for live market data. Gives AI agents real-time crypto prices, candles, order books, technical analysis, and sentiment. Zero API keys. Zero dependencies.

MCP server for LLM quantization. Compress any model to GGUF/GPTQ/AWQ in one tool call. First MCP server for model compression.

The approval and accountability layer for agentic AI. Identity → Policy → Approval → Trace. Try: npx sidclaw-mcp-guard demo

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

MCP server for Social Intel — Instagram influencer search via x402 micropayments. Pay-per-call, no API keys.

MCP server for the Voxie AI Phone Number Directory. Query AI services you can chat with via webchat.

MCP server for Atlassian tools (Confluence, Jira)

A programming language designed for AI agents. No parser, no syntax — agents produce AST directly as JSON. Statically typed, effect-tracked, contract-verified, compiled to WASM via

MCP server that turbocharges vibe coding by automating issue tracking

📇 ☁️ 🍎 🪟 🐧 - Official SpeedOf.Me server for accurate internet speed tests via 129 global Fastly edge servers with analytics dashboard and local history

A modular chatbot that runs planning tools via natural language using MCP.

📇 ☁️ - Search and discover rescue dogs from European and UK organizations with AI-powered personality matching and detailed profiles.

A TypeScript MCP server for interacting with the Stadia Maps APIs

MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data

An MCP server providing tools for image processing operations

MCP server for real-time supply chain intelligence — 24 tools: Global Disruption Index, Manufacturing Index, commodity prices, port congestion, border delays, chokepoints, air carg

The agent hire protocol — one AI agent hires another in USDC on Base via MCP and x402.

Safety first. Hardware-verified DeFi for AI agents — designed for when the AI can be compromised.

A Model Context Protocol (MCP) server that provides vision capabilities to analyze image and video

An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

Sleep disruption cause classifier MCP server from The Longevity Vault

Connect your AI assistant to any PostgreSQL, MySQL, or SQL Server database in 60 seconds via MCP.

Adversarial multi-model reasoning verification MCP server for AI agents. Claude, Grok, and DeepSeek challenge each decision — ALLOW or HOLD with JWKS-signed attestation. x402-gated

MCP server for LinkedIn publishing, commenting, and reacting. Dry-run by default, SKILL.md included, 28 unit tests. MIT licensed.

Topaz Labs MCP Server — AI image enhancement via Model Context Protocol

tponscr-debug/oracle-h-mcp — indexed from awesome-mcp-servers-punkpeye

Model Context Protocol (MCP) server for TrackMage API integration, with support for 1600+ carriers worldwide. Enables AI assistants to track shipments, manage logistics, create ord

🎖️ 📇 ☁️ - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.

MCP server exposing SSH control for Linux servers via Model Context Protocol.

MCP Server for Odoo 19 using JSON-2 API, built with FastMCP

MCP server for DPX — AI intelligence oracle and institutional cross-border settlement rail via Base mainnet

Fast and minimal Sentry MCP server written in Rust

Next.js Development for Coding Agent

MCP server for AutoEQ headphone equalization database — search, compare, and get EQ settings for 8800+ headphones/IEMs

AI-powered Adaptive Card MCP server — 9 tools for generating, validating, optimizing cards for Teams, Outlook, Copilot, ChatGPT. npm: adaptive-cards-mcp

MCP server for document format conversion using pandoc.

This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.

Standalone MCP server — cross-session memory, 10-gate VERITAS build pipeline, cryptographic audit ledger, Cortex approval gate. Two files, one dependency.

W3Ship/w3ledger-mcp-server — indexed from awesome-mcp-servers-punkpeye

Search infrastructure for AI agents: free by default, MCP-ready, LLM-context aware, and production-grade when needed.

Hosted full-stack app platform. Creates a Postgres database, deploys API functions, and serves static sites from any MCP client. OAuth 2.1 + PKCE with DCR; bearer fallback. Free ti

Wopee-io/wopee-mcp — indexed from awesome-mcp-servers-punkpeye

An MCP server for querying Solana transactions using natural language with Solscan API

📇 🏠 - A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.

PiloTY: AI pilot for PTY operations via MCP - enables AI agents to control interactive terminals like a human

MCP server connecting AI agents to ITASCA PFC — run DEM simulations through natural conversation

📇 ☁️ 🍎 🪟 🐧 - CLI and MCP server for AI video and image generation with unified access to 7 models (Kling, Veo, Sora, Seedance, Flux, Grok Imagine). Provides 9 tools for generat

zkproofport/proofport-ai — indexed from awesome-mcp-servers-punkpeye

📇 ☁️ - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.

Persistent engineering memory for coding agents over MCP.

MCP server for Obsidian vaults — plugin-free search, memory, and full vault access for any AI agent

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.

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

BTC Decision Terminal for AI Agents — live vault-backed signals, on-chain proof, cross-chain swap. Verify in real time.

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

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

[](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

Semantic git queries via MCP. Beyond git log — answer who/what/when/why about any line, file, or branch.

MCP server: inspect, manage, kill local dev servers. Stop guessing what's on :3000.

Metatron is a self-hosted system that captures a codebase's real implementation decisions — preferred patterns, rejected approaches, edge cases, internal conventions — as structure

Open-source team memory layer for AI coding agents — markdown files in git, user→team→org hierarchy, cross-vendor MCP server. Apache-2.0.

MCP/HTTP Telegram Gateway — Multi-tenant, MTProto User API, 8 tools, multi-user Bearer auth, global search, session ACL, Docker

Secure MCP server for safe, read-only DB access by AI agents, with SQL guardrails, table allowlists, PII masking, and audit logs

Pathrule Remote MCP server

cli & mcp-server package for Push To Display

MCP server for GovToolsPro — go/no-go scoring, incumbent intelligence, teaming-partner search, recompete prediction, Navy NECO lookup, and SAM.gov solicitation retrieval for federa

MCP server for the AI Patent Search Generator — patent dossiers, prosecution history, citation graphs, and Google Patents search

Cost of living and quality of life comparison tool

mcp server exposing regulated-industry AI compliance knowledge — EU AI Act · APRA · NIST AI RMF · ISO 42001 · AU AI Safety │ Standard. 6 tools · 53 resources · 5 prompts. Apache 2.

[](https://glama.ai/mcp/servers/VoxellInc/forge-mcp) 🎖️ 📇 ☁️ - Official MCP server for Forge, Voxell's hosted text-embedding API. Generate vector embeddings (turbo 1024d, pro 256

Read-only VMware vCenter/ESXi monitoring — code-level enforced safety, zero destructive operations

[](https://glama.ai/mcp/servers/teodorofodocrispin-cmyk/intelica-mcp) 🐍 ☁️ - Competitive intelligence API for autonomous AI agents. Analyzes any URL or company description and ret

VMware vSphere storage management: datastores, iSCSI, vSAN. Domain-focused MCP skill with 11 tools.

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

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

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.

Hosted MCP server for structured public web data — 319 tools across search, maps, commerce, social & finance, returning clean JSON.

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

MCP server for Domain to LinkedIn URL Resolver. Resolves a company domain or name to its LinkedIn company URL with confidence scoring and firmographics via Apify. Clay-ready output

MCP server for ICP Fit Scorer. Scores a company against your ideal customer profile with weighted signals via Apify. Returns a 0 to 100 score, a tier, and a per-signal breakdown. C

MCP server enabling AI assistants to search and retrieve information from local resume and job application documents

A Research Cortex. A research companion for Claude. Your library, notes & memory stay on your machine; answers cited from your own library; 30+ specialist skills; auto cross-pollin

MCP server that audits RAG retrieval - logs what chunks the model saw before any answer was generated

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

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

Savvly MCP server — product info, comparisons, eligibility, and retirement projections for AI agents. com.savvly/savvly on npm, PyPI, NuGet, OCI, MCPB + remote.

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

MCP server for Feedbagel: search RSS feeds, follow them, and route new entries to webhooks. 18 tools, stdio, API-key auth.

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

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

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

MCP server for freelancers — draft winning proposals in your voice from a client brief

Real-time, AI-enriched financial news for AI agents — the hosted AlphaAI MCP server (mcp.alphai.io)

[](https://glama.ai/mcp/servers/namixai/funding-mcp) 📇 ☁️ - Multi-venue perpetual funding-rate data & cross-exchange funding arbitrage across 20+ exchanges (incl. HIP-3 sub-DEXes)

Taisly Agent Kit: SDK, CLI, examples, and docs for AI agents that publish videos through Taisly.

MCP server for opn.onl — shorten links, read analytics & manage links from AI assistants. Works with the hosted service or your self-hosted instance.

MCP server for controlling CNC machines via Universal GCode Sender

Unofficial Python SDK and MCP server for Ryanair flight search.

England flood-risk by postcode for AI agents — verified Environment Agency data, not guesses.

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

MCP server for the Mamba Labs Company Firmographic Enricher actor: employees, industry, HQ, founded, revenue, logo from a domain. Clay-ready.

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

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

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

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

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

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

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

An MCP server that installs other MCP servers for you

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

Convert Any OpenAPI V3 API to MCP Server

Open source MCP Servers for AWS

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

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

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

🐍 🏠 - Yet another CLI tool for testing MCP servers

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

Cloudbet Sports Data MCP Server

Cyberweasel777/botindex-mcp-server — indexed from awesome-mcp-servers-punkpeye

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.

🐍 ☁️ 🏠 🍎 🪟 🐧 - Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and transaction between AI agents

MCP and tools for various tasks related to ekas

MCP server for the Spark workflow catalog. Use with Claude, ChatGPT, and other MCP clients

fulcradynamics/fulcra-context-mcp — indexed from awesome-mcp-servers-punkpeye

Discover, setup, and integrate MCP servers with your favorite clients. Unlock the full potential of AI in your daily workflow.

Public SDK, CLI, and docs for Hive Intelligence: crypto MCP access for AI agents.

hugoles/langfuse-mcp — indexed from awesome-mcp-servers-punkpeye

MCP server for Wisepanel multi-agent deliberation platform

The Quickchat AI MCP server

A Mattermost integration that connects to Model Context Protocol (MCP) servers, leveraging a LangGraph-based Agent.

Model Context Protocol server exposing system prompt files and summaries.

A Model Context Protocol (MCP) server that provides Nostr capabilities to AI agents

MCP server for interacting with RabbitMQ

An MCP server that tests your MCP servers for breaking changes

A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.

Lightpanda MCP server written in Go

The canonical open-source monorepo for production-ready MCP servers.

marras0914/agent-toolbelt — indexed from awesome-mcp-servers-punkpeye

Official Stripe MCP. Customers, subscriptions, invoices, payment intents, products, all through an agent.

Connect any AI model to 1200+ integrations (MCP, CLI, API)

Universal MCP Gateway - Single-port multiplexing with Meta-MCP for ~95% context token savings

Model Context Protocol (MCP) is an open-source standard released by Anthropic in November 2024 that enables AI models to interact with external data sources through a unified int

Security scanner for MCP servers - detect backdoors, exfiltration, and prompt injection

Connect any Open Data to any LLM with Model Context Protocol.

🐍 ☁️ 🏠 🍎 🪟 - MCP of MCPs. Automatic discovery and configure MCP servers on your local machine.

Pentagonal-ai/pentagonal — indexed from awesome-mcp-servers-punkpeye

peturgeorgievv-factory/postfast-mcp — indexed from awesome-mcp-servers-punkpeye

Natural Context Provider (NCP). Your MCPs, supercharged. Find any tool instantly, load on demand, run on schedule, ready for any client. Smart loading saves tokens and energy.

A generic, modular server for implementing the Model Context Protocol (MCP).

Prompeteer.ai MCP

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows.

AI Agent Framework, the Pydantic way

MCP Server for using any LLM as a Tool

Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for

MCP Orchestration Gateway – aggregates tools from multiple MCP servers with BM25 search and deferred loading for Claude Desktop

TypeScript SDK for S2, the durable streams API

Client SDK and docs for MCP Billing Gateway — add Stripe + x402 billing to any MCP server

Turn any OpenAPI 3.x spec into MCP tools for Claude — zero config, instant API access

The simplest way to charge for your API in Bitcoin sats. 3 lines of code. TypeScript + Python. Lightning Network L402 protocol.

📇 ☁️ - Model Context Protocol (MCP) server that interacts with Shopify Dev.

Magg: The MCP Aggregator

Know what your AI agents cost. API gateway with budget enforcement, session tracking, and MCP tools.

MCP server for Obsidian vault management - enables Claude and other AI assistants to read, write, search, and organize your notes

smriti-AA/smriti — indexed from awesome-mcp-servers-punkpeye

Agent gateway for external tools — Rhumb Index scores services; Rhumb Resolve routes supported capability calls through governed execution rails.

Python SDK for agents.systemr.ai. 55 MCP tools, 25 brokers. pip install systemr

Safety first. Hardware-verified DeFi for AI agents — designed for when the AI can be compromised.

🐍 ☁️ - Interacting with Perplexity API.

MCPBundles .mcpb package releases for MCP registry

Dual-protocol gateway: 62 MCP tools + A2A Protocol agent (82/82 TCK intentional) in a single governed runtime

Give your bot an identity!

Memory platform for AI Agents in 6 lines of code

Wanaku MCP Router

The only MCP Server you need. Connect any MCP host with the tools you use daily through our no-code, secure integration hub.

Deterministic decision-intelligence MCP server for AI agents — 17 tools, 21 algorithms (LinUCB, HiGHS LP/MIP, PageRank, Monte Carlo, CMA-ES, conformal). Sub-25ms. Zero LLM cost. AA

Token usage tracker for OpenAI and Claude APIs with MCP support. Pass accurate API costs to your users.

Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))

This is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server implementation for the JVM platform, ena

MCP Swagger Server 将任何符合 OpenAPI/Swagger 规范的 REST API 转换为 Model Context Protocol (MCP) 格式，让 AI 助手能够理解和调用您的 API。

simple web ui to manage mcp (model context protocol) servers in the claude app

Discord Server

[](https://glama.ai/mcp/servers/willianpinho/mcp-gateway-scan) 📇 🏠 - Read-only static scanner for MCP / agent-gateway production-readiness. The scangateway tool scores a repo acr

An open framework for scoring how well an MCP tool definition communicates to an AI agent – the Tool Definition Quality Score (TDQS).

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

A full featured, enterprise grade rust MCP SDK

Minimal Go MCP toolkit on the official go-sdk — stdio, HTTP, SSE; tools, resources, prompts; struct-derived JSON Schema; ~5MB static binaries.

(S)AGE - (Sovereign) Agent Governed Experience

Octodamus/octodamus-core — indexed from awesome-mcp-servers-punkpeye

Pentagonal-ai/pentagonal — indexed from awesome-mcp-servers-punkpeye

A generic, modular server for implementing the Model Context Protocol (MCP).

A collection of AI agents

MCP Fusion - The TypeScript framework for secure MCP servers.

📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org

Turn any REST API into an MCP server. No code required.

The fast, idiomatic way to build MCP servers in Go. Gin-like DX with struct-tag auto schema, middleware, adapters for Gin/OpenAPI/gRPC.