Discover Awesome MCP Servers

Google MCP Server

A Python FastAPI server that exposes Google Docs and Gmail tools with terminal-based approval before each action. Allows appending to Google Docs and creating Gmail drafts.

PubMed MCP

Enables searching and retrieving academic article metadata from PubMed through a simple HTTP interface. Provides curated article summaries including titles, authors, publication dates, and DOIs for research and academic content discovery.

MySQL MCP Server

Production-ready MCP server for MySQL databases enabling AI assistants to interact with MySQL through secure, validated, and audited tools.

reaper-reapy-mcp

Enables AI assistants to control REAPER DAW via the Model Context Protocol, including track, FX, MIDI, and audio operations.

Sun MCP Server

Enables automatic conversation summarization by typing -sun command, which analyzes the current chat session and saves structured summaries as .mdc files with key insights, outcomes, and next steps.

mcp-federal-register

Enables querying the US Federal Register API for federal register documents and data through natural language.

Godot AI

Connects MCP clients directly to a live Godot editor, enabling AI assistants to build scenes, edit nodes, and control the editor through over 120 operations.

codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 159 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

bitbucket-mcp

Enables AI assistants to programmatically manage Bitbucket Cloud resources, including pull requests, repositories, and branches, automating code review workflows.

KURA Notes MCP Client

Enables Claude Desktop to interact with KURA Notes API for semantic search, note creation, retrieval, and management. Supports natural language queries to search, create, retrieve, list, and delete notes with metadata like titles, tags, and annotations.

震海乐享 MCP

Enables secure read-only access to Tencent Lexiang knowledge bases via MCP, including listing directories, RAG search, and reading entries.

mcp-docs-server

Search and fetch MCP protocol documentation using BM25 search with weighted scoring and stemming.

ack-mcp-server

阿里云容器服务MCP Server，将ACK集群管理、Kubernetes原生操作和容器可观测性能力统一为AI原生的标准化工具集，支持通过自然语言与AI助手交互完成复杂的容器运维任务。

TVControl

MCP server that lets AI agents directly control and interact with the TradingView desktop app via 88 chart-control tools, enabling automated chart reading, Pine Script compilation, strategy optimization, and replay control.

Israel Weather MCP Agent

Automatically fetches weather forecasts for Israeli cities from Weather2Day and provides answers through Claude.

Expense Tracker MCP Server

MCP server for managing and analyzing expenses. Provides tools to add, list, summarize expenses, and retrieve categories.

geizhals-mcp

Enables AI to search Geizhals price-comparison data, including products, best prices, price history, ratings, categories, and deals.

weiboresou-mcp-server

API를 통해 호출 가능한 상위 N개 웨이보 인기 검색어를 가져오는 SSE 프로토콜 기반의 MCP 서비스.

MahoRAGa

Persistent, graph-powered memory for AI agents that provides long-term semantic recall using a local Kuzu graph database.

mcp-google_search_console

Provides Google Search Console tools for listing sites, querying search analytics, managing sitemaps, and inspecting URL index status via MCP.

mycelium-mcp

The coordination layer for AI agent networks, providing persistent memory, task management, inter-agent messaging, and human oversight through native MCP tools.

MCP Server for Qdrant

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Tribunal TSE: Doadores e Fornecedores

Provides read-only consultation of Brazilian TSE donor and supplier data via official source, with pay-per-use prepaid credits.

AskMeMCP

Enables AI assistants to request human input through a web interface, allowing them to pause execution and wait for responses via interactive tools like single questions, multiple choice selections, hypothesis challenges, and decision workflows.

Paws-on-MCP

A comprehensive Model Context Protocol (MCP) server implementing the latest MCP specification with tools, resources, prompts, and enhanced sampling capabilities that features HackerNews and GitHub API integrations for AI-powered analysis.

FAQ RAG MCP Server

Enables semantic search and question-answering over FAQ documents using RAG (Retrieval-Augmented Generation) with OpenAI embeddings and in-memory vector similarity.

Refactor MCP

A Model Context Protocol (MCP) server for automated refactoring of Java and TypeScript/JavaScript codebases.

mcp-cloudflare-radar

Enables querying Cloudflare Radar data for internet traffic, attacks, BGP, and quality insights via natural language or direct tool calls.

rod-mcp

Rod-MCP는 Rod를 사용하여 애플리케이션을 위한 브라우저 자동화 기능을 제공합니다. 서버는 클릭, 스크린샷 찍기, 페이지를 PDF로 저장하기 등 LLM이 웹 페이지와 상호 작용할 수 있도록 하는 유용한 MCP 도구를 많이 제공합니다.

tei-mcp

Helps AI agents read and write valid TEI XML. Element lookup, attribute resolution, content model expansion, nesting validation, document validation, and ODD customisation.