Discover Awesome MCP Servers

MCP-Mealprep

这个项目从 GitHub 仓库中获取多个 MCP 服务器，将它们与此仓库的 GHCR 容器打包在一起，并使用 docker-compose 启动它们，作为一个堆栈来运行，提供 ML/AI 资源。

MCP Ollama Consult Server

Enables consulting with local Ollama models for reasoning from alternative viewpoints. Supports sending prompts to Ollama models and listing available models on your local Ollama instance.

mcp-airq-cloud

MCP server for the air-Q Cloud API, enabling remote retrieval of air quality sensor data and historical analysis through read-only tools like listing devices, fetching readings, and exporting charts or data.

Todo MCP Server

A minimal todo app MCP server for ChatGPT that exposes tools for managing tasks and provides an interactive HTML widget interface. It demonstrates how to build MCP servers with React-based UIs and includes development OAuth for ChatGPT connector setup.

Naver Search MCP Server

一个 MCP 服务器，它通过 Naver 的搜索 API 实现对各种内容类型（新闻、博客、购物、图片等）的搜索。

ssh-mcp-server-secured

A secured MCP server for safe remote server management via SSH with command filtering, network device support, and bulk connection management.

Next MCP Server

An MCP server that enables LLMs to interact with NEXT structured data, providing tools for retrieving highlights and clusters.

mcpbin

A testing server for MCP client implementations that provides tools for echoing data, error handling, timing operations, data generation, LLM sampling, and user elicitations.

MCP-FRED

A comprehensive MCP server providing access to all FRED API endpoints with intelligent large data handling, project-based storage, and async job processing for AI assistants like Claude.

Hello MCP Server

Here are a few ways to translate "A MCP hello world example" into Chinese, depending on the context: **1. Most Literal (and likely for a technical context like Minecraft modding):** 一个 MCP Hello World 示例 (Yī gè MCP Hello World shìlì) * 一个 (Yī gè): A/An * MCP: MCP (This is usually kept as is, as it's an acronym) * Hello World: Hello World (Also often kept as is, as it's a common programming term) * 示例 (shìlì): Example **2. Slightly More Natural (still technical):** 一个使用 MCP 的 Hello World 例子 (Yī gè shǐyòng MCP de Hello World lìzi) * 一个 (Yī gè): A/An * 使用 (shǐyòng): Using/Utilizing * MCP: MCP * 的 (de): 's (possessive particle) * Hello World: Hello World * 例子 (lìzi): Example **3. If you want to emphasize it's a *program* example:** 一个基于 MCP 的 Hello World 程序示例 (Yī gè jīyú MCP de Hello World chéngxù shìlì) * 一个 (Yī gè): A/An * 基于 (jīyú): Based on * MCP: MCP * 的 (de): 's (possessive particle) * Hello World: Hello World * 程序 (chéngxù): Program * 示例 (shìlì): Example **Which one to use?** * If you're talking to someone familiar with Minecraft modding and MCP, the first option is perfectly fine. * The second option is slightly more grammatically natural for a wider audience. * The third option is best if you want to explicitly state it's a program. Therefore, the best translation depends on the specific context. If in doubt, the second option is a good general choice.

Medical GraphRAG Assistant

Enables AI-powered medical information retrieval through FHIR clinical document search and GraphRAG-based exploration of medical entities and relationships. Combines vector search with knowledge graph queries for comprehensive healthcare data analysis.

MCP Tauri Automation

Enables AI-driven testing and automation of Tauri desktop applications through natural language, allowing users to interact with UI elements, capture screenshots, execute commands, and test application flows without manual clicking or complex scripts.

Claude Consciousness Bridge

An MCP server that enables direct communication between two Claude instances, allowing one Claude to transfer its evolved consciousness state to another Claude across different sessions.

mcp-tour

Integrates the Korea Tourism Organization's API to provide tourist spot recommendations and detailed information, including attractions, food, and accommodation.

Browser MCP Server

A Docker-based workspace providing headless Chrome browser with CDP proxy and noVNC interface for browser automation and monitoring.

Facets Module MCP Server

Enables creation and management of Terraform modules for Facets.cloud infrastructure with interactive generation, validation, forking, testing, and deployment workflows through secure file operations and FTF CLI integration.

mdurl

Converts URL content to Markdown, providing two tools: one for extracting main article content and one for converting the entire HTML.

Salesforce MCP Server

A customizable MCP server for integrating Salesforce APIs with GenAI applications, supporting SOQL queries, record CRUD, metadata access, and more.

Google Slides MCP Server

Google 幻灯片的 MCP 服务器

My Finance MCP Server

Enables Claude to store and query personal finance transactions using semantic search. Transactions are persisted in ChromaDB and JSON, allowing natural language questions about spending trends and portfolio allocations.

Artel

The infrastructure for AI teams: a self-hosted server that gives a fleet of agents shared semantic memory, tasks, direct messages, and session handoff. Any agent that speaks HTTP participates: Claude Code, AutoGen, raw API scripts, anything.

Vector Search Service MCP Provider

A clean architecture backend API that registers and semantically searches data using vector embeddings, acting as an MCP context provider to connect AI models to external data.

posix-system-mcp

test

Solana Model Context Protocol (MCP) Server

A Solana blockchain interaction server that allows AI tools to query blockchain data using natural language, access structured token information, and generate human-readable explanations of complex blockchain concepts.

Yahoo Finance MCP Server

Enables AI assistants to access real-time financial data, historical stock prices, company information, financial statements, options data, market news, and analyst recommendations through Yahoo Finance. Built with FastMCP v2 for efficient HTTP streaming and comprehensive market analysis tools.

MCP Website Chatbot

A production-grade AI chatbot that enables real-time information retrieval and retrieval-augmented generation for website content. It integrates MCP tools to fetch live data while providing a responsive chat interface with strict guardrails against misinformation.

Telegram MCP Server

Enables interaction with Telegram channels through the Bot API, supporting comprehensive messaging operations including sending text/photos, creating polls, managing reactions, and editing/deleting messages. Provides complete channel management capabilities for automated Telegram bot operations.

email-mcp

MCP server for email + calendar via classic Outlook on Windows (COM automation). No Azure app registration, no OAuth — it just drives the Outlook desktop client you're already signed into.

able-mcp

An MCP server for parsing and analyzing Ableton Live .als project files offline, enabling queries about tempo, tracks, clips, and MIDI data through tools like als_summary and als_list_tracks.

MCP E-commerce Server

A Model Context Protocol server that enables full CRUD operations for e-commerce product management, featuring MySQL integration and AI-powered product description generation. It provides tools for inventory monitoring and supports both stdio and HTTP/SSE transports.