Discover Awesome MCP Servers

fpf-memory

This MCP server provides a deterministic index of the First Principles Framework (FPF) spec, enabling agents to query patterns, routes, and relations without vector databases.

visitkorea-medicaltourism

Enables AI agents to search and retrieve information about KTO-certified medical tourism facilities in South Korea, including area-based, location-based, and keyword search, with multilingual support.

MCP Database Assistant

Connects a local LLM (Ollama) to a SQLite database via the Model Context Protocol, enabling natural language queries and controlled read/write database operations through MCP tools.

PolyDesk

Enables automated research and trading on Polymarket prediction markets through a Notion dashboard, with AI-powered analysis and human-in-the-loop trade approval.

Azure DevOps Bug Tracker for GitHub Copilot Agent (MCP)

Integrates GitHub Copilot Agent with Azure DevOps to fetch, analyze, and report bug data, allowing you to query bugs, generate dashboards, and export reports via natural language.

Cloud Memory MCP

A minimal, tag-free personal memory system that syncs across all Claude interfaces. Built on Cloudflare's edge stack for zero-maintenance serverless operation.

mmm-team-orchestrator

A minimal MCP server for file-based task management and multi-agent team orchestration, enabling creation, completion, and reassignment of tasks across teams.

eBay Analytics MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for eBay Analytics (beta): https://www.cdata.com/download/download.aspx?sku=JJZK-V&type=beta

MCP Image Analyzer Server

Analyzes images using a vision AI model to provide detailed descriptions, enabling non-vision models to understand image content.

Flagsmith

MCP server for Flagsmith's Core and SDK APIs, enabling management of feature flags and configurations.

Hevy MCP

An MCP server that connects AI clients to the Hevy workout tracking app, allowing users to manage routines and exercises. It enables reading workout history and logging new fitness sessions through simple natural language commands.

edge_browser

Local MCP server for Codex that provides on-demand, read-only access to Edge tabs and bookmarks, plus controlled interaction with agent-owned tabs. Requires manual activation via the browser extension and enforces a fail-closed security model.

Normativa Colombia MCP

Consulta normativa y jurisprudencia colombiana desde Claude, conectando con el Gestor Normativo y la Relatoría de la Corte Constitucional.

CMO Copilot

An AI copilot for marketing budgets that uses a 6-agent society with learned memory to manage ad accounts, built as a Model Context Protocol server for Qwen Cloud.

AgentAudit

Security scanner for AI agent packages that enables AI agents to audit MCP servers and packages for vulnerabilities, prompt injection, and supply chain attacks.

mcp-edi

An MCP server that gives Claude the ability to read, validate and write EDIFACT, ANSI X12 and cXML messages.

MAL-MCP-Worker

MCP server that exposes MyAnimeList v2 API with OAuth authentication, enabling anime and manga search, rankings, seasonal charts, and user list management through natural language.

aicard

Enables AI agents to auto-generate NIST AI RMF and EU AI Act Annex IV compliant model and system cards via MCP.

Aider MCP WebSocket Server

A production-ready MCP server that exposes Aider's code editing capabilities via WebSocket, enabling natural language commands to create and edit files with isolated workspaces.

CAPTCHA-MCP

Enables AI assistants to control a real Chrome browser with trusted mouse input to solve interactive CAPTCHAs like sliders, using a Chrome extension and OS-level mouse automation.

simmy_mcp_langgraph_agent

MCP server offering web scraping, news headlines, weather, and daily quote tools, integrated with a LangGraph agent and Chainlit chat UI.

MCP Firecrawl

A production-ready Model Context Protocol (MCP) server that integrates with the Firecrawl API to give AI assistants the power to scrape, crawl, and search the web.

Korea Tourism API MCP Server

AI 어시스턴트가 한국관광공사 API를 통해 한국 관광 정보에 접근하여, 관광 명소, 행사, 음식, 숙박 시설에 대한 종합적인 검색을 다국어로 지원합니다.

Mcp Demos

《원리부터 실전까지: MCP 마스터하기》 시리즈 기사 예제 코드 저장소

Bluesky MCP Server

Enables AI agents to interact with Bluesky social network through optimized, token-efficient tools for posting, replying, searching, and managing social relationships. Features Windows-compatible implementation with context cleanup to minimize LLM token consumption.

Markifact MCP Server

A universal marketing MCP server that lets AI clients manage 20+ ad and marketing platforms (Google Ads, Meta, TikTok, etc.) with 500+ operations, including write actions with user approval.

Git Code Review MCP

Enables AI assistants to perform code reviews by providing access to staged files, git diffs, and repository file content. It allows users to evaluate changes and context within any local git repository before committing or pushing.

pernosco-mcp

MCP server that connects AI coding agents to Pernosco debugging sessions for querying execution traces, inspecting variables, navigating call stacks, and tracing value histories through natural language.

Teachable MCP Server

Enables AI assistants to seamlessly interact with the Teachable API, managing courses, users, enrollments, progress tracking, and more.

Remote MCP Server

Enables running a remote MCP server on Cloudflare Workers with OAuth authentication, allowing MCP clients like Claude Desktop to connect and use tools such as math operations.