Discover Awesome MCP Servers

umo-memory

Persistent memory for AI coding agents that stores and recalls preferences, decisions, and conventions via semantic similarity, with zero cloud dependencies and plug-and-play MCP integration for Claude Code.

RideWithGPS MCP Server

An AI-powered companion that provides access to the RideWithGPS API, allowing you to interact with cycling routes, trips, events, and user data through natural language.

Microsoft 365 & Azure MCP Server

A unified MCP server that enables AI assistants to interact with Microsoft 365 and Azure resources through Azure CLI and Microsoft Graph API, running in a single Docker container.

obsidian-hybrid-search

MCP server that indexes Obsidian notes and enables hybrid search (full-text, fuzzy, semantic) for AI assistants to find and read notes.

crawl-mcp

MCP server to crawl WeChat articles, download images, and convert to Markdown, designed for Cursor IDE and AI tools.

ASEKE Compass Engine MCP Server

Provides structured behavioral analysis grounded in Panksepp's affective neuroscience and pattern matching to understand human intent and behavior through primary emotional systems and transition dynamics.

ts-language-mcp

Enables AI coding agents to interact with TypeScript projects through compiler-level code intelligence, providing tools for navigation, type information, diagnostics, refactoring, and semantic search.

Roblox Executor MCP

Enables agents to interact with a running Roblox game client, execute Lua code, inspect scripts, spy on remotes, and more.

FinOps Agentic Reconciliation MCP Server

This MCP server enables autonomous finance operations, providing tools to run 3-way matching audits, fetch unmatched invoices, trigger vendor holds, and retrieve vendor aging summaries. It integrates with an AI agent for policy-based discrepancy resolution and executive dashboards.

sonic-mcp

MCP server that connects Claude Code to Sonic Pi for AI-assisted beat making, enabling live code execution and pattern management.

filesystem-mcp

Enables AI assistants to read, write, and manage files on the local system with security features like path restrictions and optional read-only mode.

nexus-mcp

A TypeScript SDK for building MCP servers with HMAC authentication, manifest generation, and tool scaffolding.

amazon-scraper-api

Fetch live Amazon product data using Amazon Scraper API MCP server

Short Video MCP Server

A FastMCP-based service that extracts no-watermark links from 20+ video platforms (including TikTok, Kuaishou, etc.) and can convert video speech to text.

rag-mcp-azure

A lightweight RAG server deployed on Azure Container Apps that ingests PDFs, creates embeddings, and exposes a search_documents tool over MCP for retrieving relevant document chunks.

Everything MCP Server

A remote MCP server that provides demo tools for echoing text, adding numbers, getting current time, and random facts. It uses Streamable HTTP transport and can be deployed to Render.com for connection to Claude via custom connectors.

tachikoma-game-design-mcp

A read-only MCP server that enables semantic search over a Chroma library of narrative and game design content, using multilingual embeddings (BAAI/bge-m3) and offering tools to query indexed books, retrieve page chunks, and list available titles.

docker-telethon-plus

Exposes a Telegram user account via MCP, enabling AI agents to send, read, and manage messages, chats, and media using full MTProto access through Telethon. It wraps Telethon behind a JSON HTTP API and MCP endpoint, allowing agents to interact with Telegram as the authenticated user.

mcp-home-server

Self-hostable MCP server that gives Claude tools to run shell scripts and read files on a home server, deployed via Multipass VM and Cloudflare Tunnel.

Webex MCP Server

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities.

atelier-mcp

Post-generation quality gate MCP server that audits and fixes AI-generated code for UI/UX design compliance and backend architecture robustness via tools like critique_ui, critique_backend, and generate_fix.

ardupilot-mavlink-mcp

Enables AI agents to interact with an ArduPilot vehicle in real-time via MAVLink, including reading state, inspecting and changing parameters, switching flight modes, diagnosing arming failures, and gated arming/disarming.

Workspace MCP

Secure local development platform that exposes controlled developer capabilities (FS, Git, search, command execution) to AI assistants via MCP with deny-by-default security and audit logging.

gmail-mcp-server

Enables reading, sending, searching, and managing Gmail through Claude using the official Google Gmail API.

posecode

MCP server for Posecode

LearnWorlds MCP

Enables AI assistants to manage a LearnWorlds school via the full public API, covering all 94 endpoints for courses, users, enrollments, payments, and more.

Hello MCP

使用 MCP Python SDK 实现的最小 Python MCP 服务器示例。

Magento Spec MCP

Provides AI agents with Magento 2.4.8-p5 / PHP 8.3 technical standards, patterns, and review checklists via MCP tools, enabling them to reference the single source of truth when working on Magento projects.

Hive Mind MCP Server

Automatically generates and maintains living documentation for codebases by creating hierarchical hivemind.md files and flowchart diagrams at every directory level, enabling AI navigation and real-time or retroactive documentation of code structure, requirements, and dependencies.

pymcp-sse: Python MCP over SSE Library

用于构建基于 HTTP/SSE 的模型上下文协议 (MCP) 服务器和客户端的异步 Python 库，非常适合 AI 代理、工具集成和聊天机器人生态系统。