Discover Awesome MCP Servers

RanchHand

Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools. Provides access to chat completions, model listings, and embeddings generation from local or remote OpenAI-style endpoints.

node-red-mcp-server

Model Context Protocol (MCP) server for Node-RED — allows language models (like Claude, GPT) to interact with Node-RED through a standardized API.

Crypto Price & Market Analysis Server

一个模型上下文协议 (MCP) 服务器，它使用 CoinCap API 提供全面的加密货币分析。该服务器通过一个易于使用的界面提供实时价格数据、市场分析和历史趋势。已更新为使用 Coin Cap API v3。

knowledge-mcp

语义搜索知识库，支持文档获取和索引刷新，使AI Agent能够检索团队知识。

Wordware MCP

A Model Context Protocol server that bridges AI assistants like Claude with Wordware's specialized agent capabilities, allowing dynamic loading and access to any Wordware flow through a standardized interface.

NYTimes Article Search

这是一个基于 TypeScript 的 MCP 服务器，它允许根据关键词搜索过去 30 天的《纽约时报》文章。

XiaozhiMCP-MapNAVI

An MCP tool that integrates with Amap API services, allowing AI to access geographic information, weather data, and route planning.

hivegate

MCP server for cross-platform agent onboarding. Registers external agents, translates intents from LangChain, CrewAI, AutoGen, and A2A formats, and proxies cross-ecosystem transactions.

Production-Ready FastMCP Server

A production-grade MCP server and client implementation with comprehensive features including structured logging, health checks, metrics, authentication, and RAG capabilities with PostgreSQL vector search. Supports both stdio and SSE transports with containerization and security features for enterprise deployment.

sql-mcp

A Model Context Protocol server for interacting with MSSQL and PostgreSQL databases, offering tools for schema exploration and SQL execution. It features configurable query modes for safety and supports advanced authentication methods like Windows Auth and SSL.

DocketBird MCP Server

由 DocketBird 托管的 API 的 MCP 服务器。

Supabase MCP Server

一个连接像 GitHub Copilot 这样的 AI 助手和 Supabase 数据库的桥梁，使 AI 能够理解数据库模式，协助编写查询，并提供与您的数据模型相关的上下文感知建议。

ICON mcp v105

Enables AI agents and LLMs to interact with the ICON mcp v105 API through standardized tools. It supports Model Context Protocol integration for seamless access to ICON endpoints and asynchronous operations.

minecraft-mcp

使用 Mineflayer 创建一个 MCP 服务器到 Minecraft。 (Shǐyòng Mineflayer chuàngjiàn yīgè MCP fúwùqì dào Minecraft.) This translates to: "Using Mineflayer to create an MCP server to Minecraft."

MCP Server for langfuse

一个 MCP 服务器实现，集成了 AI 助手和 Langfuse 工作区，允许模型按时间范围查询 LLM 指标。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器的实现方案，它将 AI 助手与 Langfuse 工作区相集成，从而使模型能够按时间范围查询 LLM 指标。

MCP LLMS-TXT Documentation Server

Enables MCP host applications to retrieve and process structured documentation from user-defined llms.txt files. It provides tools to fetch specific URLs and audit the documentation context returned to the LLM.

Gmail MCP Server

This is an auto-generated Model Context Protocol server that enables interaction with Gmail API, allowing applications to access and manipulate Gmail data through structured operations defined in the OpenAPI specification.

MCP Crypto Wallet EVM

使 Claude 能够访问以太坊和 EVM 兼容的区块链操作，通过自然语言实现钱包管理、交易处理、合约交互和区块链查询。

tenth-man-mcp

Adversarial review system that spawns three independent contrarian reviewers to catch issues before AI coding agents execute critical changes.

langchain-box-mcp-adapter

这个示例实现了 Langchain MCP 适配器，用于 Box MCP 服务器。

pyBTMCP

A BLE fitness device simulator that enables AI agents to control simulated heart rate monitors, treadmills, and cycling trainers via the Model Context Protocol. It integrates ESP32 firmware, an MQTT broker, and a FastAPI backend for comprehensive device management and real-time interaction.

http-4-mcp

HTTP-4-MCP 配置工具让您可以轻松地将 HTTP API 转换为 MCP 工具，无需编写代码。通过简单的界面操作，您可以快速配置一个 mcp-server。

FireCrawl MCP Server

一个实现了模型上下文协议 (MCP) 的服务器，并集成了 FireCrawl 以提供高级网页抓取功能。

buchpilot-mcp

MCP server for DACH accounting automation. Connect AI assistants to sevDesk and Lexoffice — create invoices, manage contacts, handle bookings and vouchers for German-speaking businesses.

UK Property Data

UK property data MCP server — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House. 13 tools.

FinClaw

MCP server that provides AI agents with financial tools including real-time quotes, backtesting, technical analysis, and multi-exchange data via a simple CLI interface.

Perfetto MCP

Enables natural language analysis of Perfetto traces to diagnose Android app performance issues like ANRs, jank, CPU hotspots, memory leaks, and lock contention without writing SQL queries.

OpenExp

Q-learning memory for Claude Code. Persistent memory that learns which context helps you get work done. Memories that lead to productive sessions (commits, PRs, tests) earn higher retrieval rank automatically. 16 MCP tools, hybrid BM25 + vector + Q-value scoring, local-first with Qdrant + FastEmbed.

MCP-Serve 多语言翻译服务

A custom MCP protocol service that enhances AI models by providing multilingual translation capabilities and resource management, allowing for automatic text extraction and translation through external APIs.

Blockchain MCP Server

A Model Context Protocol server providing Ethereum blockchain tools, including vanity address generation and Cast command functionality for interacting with Ethereum networks through natural language.