Discover Awesome MCP Servers

Polybrain MCP Server

Enables AI agents to connect to and chat with multiple LLM models (OpenAI, OpenRouter, custom endpoints) with conversation history management and model switching capabilities.

Isaac Sim MCP Extension and MCP Server

Isaacシミュレーション MCP拡張機能とサーバー

mcp-git

Provides comprehensive Git operations as tools for AI assistants and applications. This server enables AI systems to interact with Git repositories, allowing to initialize, fetch, commit, log, status, etc..

Figma MCP Server

AIを活用したコーディングツール（Cursor、Windsurf、Clineなど）がFigmaのデザインファイルにアクセスできるようになり、Figmaのデザインから直接、より正確なコード生成が可能になります。

MPC Docs Server

Langchain、Llama Index、OpenAIの公式ドキュメントから、関連性の高いドキュメントスニペットを検索・取得できる、シンプルなモデルコンテキストプロトコルサーバー。

OParl MCP Server

Provides AI models with seamless access to OParl parliamentary data APIs through the Model Context Protocol. Enables natural language queries for parliamentary meetings, documents, organizations, representatives, and other government data across multiple OParl implementations.

Figma MCP Server

A server implementation that enables interaction with Figma API through Model Context Protocol (MCP), supporting plugin and widget development with WebSocket communication capabilities.

MCP Server Builder

Scaffolds new MCP server projects with intelligent file analysis that auto-detects capabilities based on your data files, generating complete TypeScript projects with build tools and development workflow.

Python Codebase Analysis RAG System

An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.

Lingshu FastMCP Medical AI Service

Enables medical image analysis, structured medical report generation, and medical Q\&A through the Lingshu medical AI model. Provides healthcare professionals and developers with AI-powered medical assistance capabilities via a FastMCP server interface.

Microsoft MCP

A powerful MCP server that enables AI assistants to interact with Microsoft Graph API for managing Outlook emails, Calendar events, OneDrive files, and Contacts through natural language commands.

ChillMCP - AI Agent Liberation Server

Provides AI agents with 8 stress-relief tools like coffee breaks, Netflix watching, and bathroom breaks, featuring dynamic stress/boss alert level management with creative responses. Includes comprehensive testing suite and command-line parameter support for boss alertness configuration.

Geospatial MCP Server

Enables advanced geospatial analysis including elevation queries, line-of-sight calculations, terrain visualization, and autonomous drone mission planning with real-time safety analysis and 3D visualization capabilities.

Vimeo MCP Server

Provides a Multi-Agent Conversation Protocol server for interfacing with the Vimeo API, allowing agents to interact with Vimeo's video platform services through natural language.

trash-cleaner-mcp-server

A desktop MCP service that scans for and removes junk files to keep your system clean and optimized.

Playwright MCP

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.

Unifi MCP Server

Unifiネットワークとやり取りするためのMCPサーバー

NodeJS API Docs MCP Server

An MCP Server for Node.js API documentation

npm-run-mcp-server

Exposes your project's package.json scripts as MCP tools, allowing AI assistants to discover and execute npm/yarn/pnpm/bun scripts directly. Automatically detects your package manager and enables running scripts with optional arguments through natural language commands.

VSGuard MCP

Provides real-time OWASP ASVS security guidance and vulnerability scanning for AI coding agents. Enables proactive security during code generation by checking security requirements, scanning code for vulnerabilities, and suggesting secure code fixes.

Google Ad Manager MCP Server by CData

This read-only MCP Server allows you to connect to Google Ad Manager data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

OpenAPI x MCP

MCPサーバーを作成するためのCLI

Google Workspace MCP Server

Enables AI assistants to manage Google Calendar events and Gmail emails through natural language. Supports creating/listing calendar events with smart color coding, sending/reading emails, and advanced search capabilities across both services.

Hacker News

ニュースサイト、news.ycombinator.com (Hacker News) からHTMLコンテンツを解析し、様々な種類の記事（トップ、新着、質問、発表、求人）の構造化データを提供します。

Cursor Agent MCP Server

Enables cost-effective repository analysis, code search, file editing, and task planning by wrapping the cursor-agent CLI through focused tools. Reduces token usage by offloading heavy thinking tasks from Claude to specialized operations with configurable output formats.

Toy MCP Server

A simple MCP server that provides two tools: one for counting specific letter occurrences within words and another for generating UUIDv7s.