Discover Awesome MCP Servers

Runware MCP Server

Enables lightning-fast AI image and video generation, upscaling, background removal, captioning, and masking through the Runware API with automatic model selection and comprehensive validation.

FastAPI MCP Server

A Model Context Protocol server that provides tools for introspecting and analyzing FastAPI applications, including route discovery, model schema extraction, and source code viewing. It enables users to explore API structures, generate documentation, and debug dependency injection hierarchies through natural language.

fengchong-demo

风虫演示 (Fēng chóng yǎnshì)

Node MCP Server

A minimal Express-based MCP server that exposes a weather tool through HTTP endpoints, demonstrating how to implement the Model Context Protocol with streamable HTTP transport.

PC-Control MCP Server

Enables control of Windows PC through Claude Desktop, including executing shell commands, managing system resources, controlling audio/power, launching applications, taking screenshots, and managing windows and processes.

MCP Rewatch

A Model Context Protocol server that enables AI coding assistants like Claude Code to manage long-running development processes, solving the problem where Claude Code cannot see output from processes like 'npm run dev' that don't exit immediately.

MySQL-Performance-Tuner-Mcp

MySQL MCP Performance Tuning Server - AI-powered MySQL performance tuning capabilities

Talebook MCP Server

A simple FastAPI-based MCP server that provides book-related tools, currently supporting retrieval of book collection counts.

docdex

Docdex is a lightweight, local documentation indexer/search daemon. It runs per-project, keeps an on-disk index of your markdown/text docs, and serves top-k snippets over HTTP or CLI for any coding assistant or tool—no external services or uploads required.

Multi-Agent Tools Platform

A modular production-ready system that provides specialized agents for math, research, weather, and summarization tasks through a unified MCP toolbox with smart supervisor capabilities.

Unrestricted Development MCP Server

Provides unrestricted access to your development environment with filesystem operations and shell command execution capabilities, including sudo support for local development machines.

tsrs-mcp-server

图灵交易 Rust MCP 服务器 (Túlíng jiāoyì Rust MCP fúwùqì) Or, more literally: Tushare Rust MCP 服务器 (Tushare Rust MCP fúwùqì) Which one is more appropriate depends on the context. If "tushare" is a general term and "rust mcp server" is a specific type of server used for trading, then the first translation is better. If "tushare" is a specific product or company name, then the second translation is better.

simple-mcp-runner

Simple MCP Runner makes it effortless to safely expose system commands to language models via a lightweight MCP server—all configurable with a clean, minimal YAML file and zero boilerplate.

Code Search MCP

Enables LLMs to perform high-performance code search and analysis across multiple languages using symbol indexing, regex text search, and structural AST pattern matching. It also provides tools for technology stack detection and dependency analysis with persistent caching for optimized performance.

Price Service MCP

Provides real-time and historical cryptocurrency price data from multiple exchanges including Coinbase, Binance, and Kraken. It enables users to fetch prices with customizable parameters such as specific timestamps, time resolutions, and fiat currency conversions.

Personal MCP Server

Enables AI assistants to fetch and process YouTube video transcripts in multiple formats and languages, with built-in caching and rate limiting for efficient video content analysis.

Atlassian Bitbucket MCP Server

Atlassian Bitbucket MCP 服务器，用于自托管 Bitbucket 服务器。

JARVIS MCP

轻量级 MCP 服务器，通过标准化的 API 接口提供对本地机器命令和文件操作的访问。

Browserbase MCP Server

Enables AI to control cloud browsers and automate web interactions through Browserbase and Stagehand. Supports web navigation, form filling, data extraction, screenshots, and automated actions with natural language commands.

Weather MCP Server for Intercom

Integrates weather tools with Intercom, providing real-time weather alerts, forecasts, and personalized customer greetings using National Weather Service API data.

Chotu Robo Server

An MCP server that integrates Arduino-based robotics (ESP32 or Arduino Nano) with AI, allowing control of hardware components like LEDs, motors, servos, and sensors through AI assistants.

Lunch Money MCP Server

An MCP server providing full integration with the Lunch Money API to manage financial data including transactions, budgets, assets, and categories. It enables AI assistants to perform CRUD operations on financial records through a standardized HTTP interface.

Garmin Connect MCP Server

Connects Claude Desktop to Garmin Connect, enabling natural language queries of fitness activity data, health metrics, sleep analysis, workout management, and device information with 94 available tools.

Zerodha Integration

使用多云插件框架将 Zerodha 的交易平台与 Claude AI 集成，允许用户直接通过 Claude 与他们的 Zerodha 交易账户进行交互，进行股票交易和共同基金操作。

Findymail MCP Server

An MCP server integrating with Findymail API that enables email validation and finding work emails using names, companies, or profile URLs.

Neo4j Agent Memory MCP Server

Enables AI agents to store, retrieve, and connect information in a Neo4j graph database as persistent memory, with semantic relationships, natural language search, and temporal tracking across conversations.

OpenSCAD MCP Server

Enables AI assistants to render 3D models from OpenSCAD code, generating single views or multiple perspectives with full camera control. Supports animations, custom parameters, and returns base64-encoded PNG images for seamless integration.

Gmail MCP Server

A Model Context Protocol server that enables Claude AI to interact with Gmail, supporting email sending, reading, searching, labeling, draft management, and batch operations through natural language commands.

MCP Server Basic

A basic MCP server example that provides simple arithmetic tools (addition and subtraction) and personalized greeting resources. Serves as a foundation for learning MCP server implementation and development.