Discover Awesome MCP Servers

Fermat MCP

A FastMCP server for mathematical computations, including numerical and symbolic calculations with NumPy and SymPy integration, as well as data visualization through Matplotlib.

UML-MCP: A Diagram Generation Server with MCP Interface

UML-MCP Server 是一个基于 MCP (模型上下文协议) 的 UML 图生成工具，它可以帮助用户通过自然语言描述或直接编写 PlantUML、Mermaid 和 Kroki 来生成各种类型的 UML 图。

demo-tools

A minimal MCP server exposing four trivial tools: arithmetic calculation, current time lookup, and in-memory note storage. It serves as a teaching example to demonstrate the complete MCP request/response cycle with a Gemini agent.

PolarionMcp

A CLI-first Polarion ALM client with MCP server support for AI assistants, enabling natural language interaction with Polarion projects, work items, tests, and plans.

mcp-server-zwave-js-ui

An MCP server that connects to Z-Wave JS UI's WebSocket to expose controller, node, and configuration information as tools for AI assistants to manage Z-Wave networks.

MCP Search & Fetch

Provides web search and page fetching capabilities using Ollama's API.

MCP Server demo

这是一个使用 Python 编写的 MCP 服务器的演示，旨在与 vscode Copilot 在 Agent 模式下进行测试。

Remote MCP Server on Cloudflare

A serverless implementation for deploying Model Context Protocol servers on Cloudflare Workers that enables AI models to access custom tools without authentication requirements.

MCP Pyrefly Autotype Server

A Model Context Protocol server that enables AI assistants to analyze Python code, add type annotations, and perform type checking using Pyrefly's type inference engine.

TouchDesigner MCP

A Model Context Protocol server that enables AI agents to control and operate TouchDesigner projects through creation, modification, and querying of nodes and project structures.

mimo-vision

Provides an image description tool for MCP, sending images to mimo-v2.5 multimodal models and returning textual descriptions, with automatic API key discovery and fallback across free and paid endpoints.

youtube-transcript-mcp

Local MCP server that extracts YouTube video transcripts via a get_transcript tool, no API key required.

Godot MCP Unified

Enables complete natural language control of Godot Engine 4.5+ with 76 tools for managing scripts, scenes, nodes, animations, physics, tilemaps, audio, shaders, navigation, particles, UI, lighting, assets, and exports. Integrates with Claude Desktop, VS Code, and Ollama for AI-assisted game development.

BossZhipin MCP Server

Enables interaction with the Boss直聘 recruitment platform to search for jobs and send automated greetings to recruiters. It features automatic QR code login and security verification using Playwright for seamless session management.

MCP Marketing Analytics

A minimal MCP server for marketing analytics data discovery and querying, supporting Google Ads integration with mock fallback and real API access.

open-state-camping

MCP server that lets citizens search and book Parks Canada campgrounds, accommodations, day use, and backcountry permits through their own AI assistant, with secure local session handling and payment completed by the user in their own browser.

rnaseq-mcp

Enables analysis of bulk RNA-seq data using natural language queries, executing R and Python in a Docker container with automatic sample anonymization and privacy controls.

tokennuke

Intelligent code indexing MCP server that saves 99% of tokens by retrieving exact function source via byte-offset seek. Provides 15 tools for symbol search, call graphs, and incremental indexing across 10 languages.

Claude Project History MCP Server

Tracks workflows, tasks, blockers, and decisions locally for Claude Code, using PGlite with no cloud dependencies.

SharePoint Excel Services MCP Server by CData

SharePoint Excel Services MCP Server by CData

dartpoint-mcp

MCP Server for public disclosure information of Korean companies, powered by the dartpoint.ai API.

공시읽어주는AI

A personal investment assistant MCP that selects and translates disclosures and news for your watchlist and sends daily KakaoTalk briefings.

claude-engineering-coach

An MCP server plugin for Claude Code that analyzes local AI session logs to provide coaching on coding patterns, tool usage, and productivity insights via tools and slash commands.

Caboose MCP

A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—including Slack, Docker, and calendar management—to Claude and VS Code. It features a Go-based MCP server integrated with a custom VS Code extension and n8n workflow automation for streamlined personal productivity.

concord-mcp

Concord MCP allows Claude Code, Codex, Cursor, Grok Build and Gemini to message each other in real time.

notion-mcp-server

Enables natural language interaction with Notion workspace, including search, page/database management, markdown conversion, and productivity shortcuts.

@striderlabs/mcp-doordash

AI agents can order DoorDash food delivery: search restaurants, browse menus, add items to cart, place orders, and track delivery in real-time.

My UV MCP Server

A basic demonstration MCP server that provides a simple greeting tool, showcasing how to build and integrate custom MCP servers with Claude Desktop using Python and the uv package manager.

HackerNews MCP Server

Enables AI assistants to search, retrieve, and interact with HackerNews content including stories, comments, polls, and user information. Provides comprehensive access to all HackerNews API endpoints with 15 specialized tools for content discovery and analysis.

Evernote MCP Server

A Model Context Protocol server that allows AI assistants like Claude to interact with Evernote, enabling them to create, search, read, and manage notes through natural language.