Discover Awesome MCP Servers

RAG MCP Tool

Provides intelligent retrieval capabilities for local files by scanning directories, generating vector indexes, and enabling semantic search through RAG (Retrieval Augmented Generation) with incremental indexing support.

Filesystem MCP

Provides secure filesystem access for AI assistants with optimizations like file reading limits and depth-limited traversal to improve token efficiency. It enables AI models to read, write, and search files within explicitly allowed directories while automatically skipping large system folders.

Interactive Map MCP Server

Enables users to search for geographic locations and visualize them on an interactive 3D globe powered by CesiumJS and OpenStreetMap. It provides tools for geocoding addresses and rendering maps with specific bounding boxes through the Model Context Protocol.

Dice Rolling MCP Server

Provides cryptographically secure random dice rolls for AI assistants, supporting standard and advanced dice notation for tabletop RPGs and games.

MCP PC Control Server

Provides comprehensive PC control capabilities including file operations (read, write, edit, delete), directory management, file search, and shell command execution through the Model Context Protocol.

uptodoc

Enables AI assistants in IDEs to query custom documentation databases for more relevant and up-to-date information about libraries and frameworks. Improves coding suggestions by providing project-specific documentation through a configurable endpoint.

Codex LSP Bridge

Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grade semantic navigation including go-to-definition, find references, hover info, and symbols across multiple programming languages (Python, Rust, C/C++, TypeScript/JavaScript, React, HTML, CSS).

Limitless MCP Server

Provides advanced analysis of conversations from Limitless Pendant recordings, including intelligent meeting detection, action item extraction, natural language time queries, and comprehensive conversation analytics with smart pagination support.

Physics MCP Server

Provides 55 specialized tools for precise physics calculations and rigid-body simulations, covering mechanics, fluid dynamics, and rotational motion. It enables LLMs to perform realistic motion analysis and trajectory modeling with support for real-world factors like drag, wind, and altitude.

Judge0 CE MCP Server

Enables code execution and compilation through the Judge0 CE API, supporting multiple programming languages with submission management, status checking, and language configuration retrieval.

Bandmate MCP Server

Provides access to the Bandmate REST API for managing songs with chord notations, lyrics, and metadata, as well as organizing them into lists. Supports searching, creating, updating, and retrieving songs and playlists with optional authentication.

TMDB MCP Server

Provides access to The Movie Database (TMDB) API, enabling users to search for movies, TV shows, and people, get detailed information, discover content with advanced filters, and retrieve recommendations.

MCP Prompt Enhancer Server

Transforms simple prompts into detailed, professional specifications using AI, designed to get better results from Claude, ChatGPT, and other AI assistants.

Enhanced Web Scraper MCP Server

Enables web scraping, React app testing, and React Native web app inspection using Playwright with multi-browser support. Provides backward compatibility with regular websites while offering enhanced features for React applications including mobile viewport emulation and component analysis.

MCP Project Query Server

Enables users to manage projects and retrieve random wallpapers through a TypeScript-based MCP server. Supports project queries, creation, and Bing wallpaper retrieval with Spring Boot-style architecture.

Whats Trending on Social Media

This MCP fetches trending data from platforms like YouTube, TikTok, and Instagram Reels using various scraping and API techniques. It's designed to run under FastMCP and exposes tools that can be consumed via a local CLI or claude.

OpenFoodFacts-mcp

This MCP is used to get realtime food data from OpenFoodFacts database. OpenFoodFacts is a largest food database in the world.

MCP WebSearch Server

Enables web searching via Google Search and AI Mode, plus advanced web scraping capabilities including content extraction in multiple formats, link extraction, and batch scraping of multiple URLs.

Interactive Automation MCP Server

A comprehensive Model Context Protocol server that enables Claude Code to perform expect/pexpect-style automation for interactive programs, supporting complex interactions with terminal programs, SSH sessions, databases, and debugging workflows.

Log Analyzer MCP

Enables AI-assisted analysis of log files through advanced searching, filtering, and test execution capabilities. Supports time-based queries, pattern matching, test summarization, and code coverage reporting directly within compatible MCP clients.

MySQL MCP Server

A tool that connects to local MySQL databases and enables large language models (LLMs) to execute SQL queries through the Model Context Protocol (MCP).

mcp-booth

Booth.pm

Git Workflow Automation MCP Server

Provides automated Git workflow tools for committing, creating pull requests, and merging with proper GitHub authentication handling. Supports complete Git workflows from commit to merge with dry run capabilities and conventional commit formatting.

Python MCP Server Development Framework

A comprehensive framework for building reliable Python MCP servers that enforces incremental development practices through Cursor Rules, featuring built-in security measures and a smart rule system.

CodeBox-AI

Um serviço seguro de execução de código Python projetado para integrar-se com LLMs como GPT e Claude, oferecendo uma alternativa auto-hospedada ao Code Interpreter da OpenAI. Agora com servidor MCP.

YouTube MCP Server Enhanced

Enables AI language models to interact with YouTube content through the YouTube Data API, including retrieving video details, transcripts, channel information, playlists, and searching videos with enhanced responses that include direct URLs.

MCP Server for Google Search

A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.

Teamwork

Official Teamwork.com MCP server.

FastIntercom MCP Server

Enables fast, local access to Intercom conversations through intelligent caching and background synchronization. Provides sub-100ms search capabilities for conversation analytics with natural language timeframes and text search.