Discover Awesome MCP Servers

claude-code-traceparent

Echo tool MCP server that extracts and logs W3C Trace Context from requests to verify propagation from Claude Code.

MCP GitHub PR Reviewer

This server enables AI agents to delegate GitHub pull request diffs for automated security auditing, returning structured vulnerability and architecture feedback while routing requests through a resilient multi-provider fallback pipeline.

skillhub-mcp

An MCP server that lets AI agents search, view, install, and validate skills from the skillhub registry through tool calls.

DevForge-MCP

A production-ready MCP server that enables AI assistants to intelligently understand, analyze, edit, navigate, and review software projects with multi-workspace support, Git integration, and semantic search.

MCP Analyst

MCP Analyst is an MCP server that empowers claude to analyze local CSV or Parquet files.

Local YDB MCP

TypeScript stdio MCP server for operating Docker-based local-ydb deployments from AI coding agents. Supports local and SSH-backed profiles, bootstrap, diagnostics, auth hardening, schema permissions, storage workflows, dump/restore, upgrades, and plan-first mutating operations.

mcp-gomamayo

MCP server for ”ゴママヨ”

video-studio-mcp

Creates narrated 9:16 documentary videos from user-described topics using Wikimedia images and AI voiceover, rendered entirely on your machine.

Model Context Protocol (MCP) Tutorial

A comprehensive guide to Model Context Protocol (MCP) servers, installation, and usage with Cursor and Smithery.

mcp-jvm-diagnostics

Enables AI assistants to analyze JVM thread dumps and GC logs, detecting deadlocks, lock contention, and GC pressure, without requiring a JVM runtime.

MCP TODO Server

Enables AI agents and automation tools to manage TODO tasks through full CRUD operations. Built with NestJS and supports both SSE and Stdio transports for seamless integration with Claude Desktop, ChatGPT, and n8n.

Sunsama MCP Server

Enables AI assistants to manage tasks in Sunsama, including creating tasks, reading daily and backlog tasks, marking tasks complete, and organizing projects through streams.

ADOS MCP

Enables AI clients to read live drone status, telemetry, and parameters, and to control drone operations with scoped permissions, confirmation steps, and audit trails.

mcp-creator

A tool that enables AI assistants to conversationally scaffold, build, and publish Python MCP servers to PyPI. It automates the entire development lifecycle, including package naming, tool scaffolding, GitHub repository setup, and package publishing.

datahub-okf-governed-query

Security-focused MCP adapter that combines read-only DataHub metadata with a reviewed OKF-derived policy IR to execute closed, typed SQL queries against synthetic PostgreSQL data.

procm-mcp

An MCP server for secure process management, allowing LLMs to start, monitor, and manage whitelisted processes like development servers and test watchers.

MCP Gateway

The MCP gateway is a reverse proxy server that forwards requests from clients to the MCP server or uses all MCP servers under the gateway through a unified portal.

seafile-mcp

An MCP server that connects to Seafile, enabling file management, search, and library operations with per-user token authentication and configurable safety modes (read-only, safe-write, full).

Hugging Face MCP Server

Enables access to 200,000+ machine learning models through the Hugging Face Inference API. Supports text generation, image creation, classification, translation, speech processing, embeddings, and more AI tasks.

Remote MCP Server on Cloudflare

A server that implements the Model Context Protocol (MCP) on Cloudflare Workers, allowing Claude to access external tools through a secure OAuth login system.

Brain Execution Server

A queue-based execution server that monitors a command queue and executes shell commands or Python scripts, moving completed or failed jobs to respective directories.

MCP Video Extraction Plus

Enables video text extraction using multiple speech recognition providers including local Whisper, JianYing/CapCut, and Bilibili Cut services. Supports video downloading, audio extraction, and automatic speech-to-text transcription with configurable providers.

Ableton MCP Extended

Enables programmatic control of Ableton Live using natural language to manage session transport, tracks, MIDI clips, and device parameters. It also integrates ElevenLabs for AI-generated audio and provides a high-performance framework for real-time performance tools.

bee-ai-auth-mcp

Self-host-first, OAuth-secured MCP server that brings Bee AI pendant conversations to any MCP client (Claude, Cursor, etc.) with encrypted per-user token custody and read-only access by default.

Airtable MCP Server

Provides read and write access to Airtable databases, enabling LLMs to inspect schemas, search, create, update, and delete records, tables, and fields, as well as manage comments on records.

gauss-mcp

Enables LLM clients to run GAUSS code against a real GAUSS installation, with persistent workspace state and full-precision data exchange.

Windows-MCP

A lightweight server that enables AI agents to interact natively with the Windows operating system for tasks like UI automation and application control. It allows LLMs to perform file navigation, simulate user input, and manage windows without requiring specialized computer vision models.

MCP Bitnovo Pay

Enables AI agents to create cryptocurrency payments, check payment status, generate QR codes, and manage transactions through Bitnovo Pay API integration with automatic webhook support.

swiss-electricity-mcp

MCP server for Swiss electricity data from three official sources — production mix, consumption forecast, storage-lake fill, consumer price index, tariffs per municipality, and dataset discovery. Zero authentication.