发现优秀的 MCP 服务器

ai-compass

Describe your AI use case in plain English, get ranked model recommendations with cost estimates and tradeoff reasoning. Covers 62 models across 29 providers. Available as a web app (BYOK + guest tier) and as an MCP server for Claude Desktop and Cursor — same recommendation engine, two interfaces.

MCP Weather Server

A demonstration MCP server created for learning purposes, allowing Claude AI to interact with local files and a Postgres database while implementing a custom Model Context Protocol.

whoop-mcp-server

Connects WHOOP fitness and recovery data to Claude Desktop, enabling users to query workouts, sleep, recovery, and trends through natural language.

competitor_analyzer-mcp-server

Enables competitive analysis by validating companies, identifying sectors and top competitors, and generating comparative reports with actionable insights.

JupyterMCP

A Model Control Protocol (MCP) server that enables remote programmatic control of Jupyter notebooks, allowing AI assistants and applications to create, edit, and execute notebook cells via SSE protocol.

bare-mcp

A minimal, general-purpose implementation of the Model Context Protocol (MCP) for Node.js and Bare runtime, enabling creation of AI-interactive servers with tools, resources, and multiple transport options.

Watson Discovery MCP Server

Enables AI assistants to interact with Watson Discovery, listing projects and collections, and executing natural language queries.

Docker MCP

Enables Docker container management directly through Claude using the Model Context Protocol. Provides 14 tools for managing containers, images, volumes, and Docker Compose deployments through natural language commands.

AdCraft MCP Server

Enables AI-powered generation of platform-optimized ad copy for Facebook, Google Ads, and LinkedIn by wrapping the AdCraft API. It allows users to create tailored marketing content based on specific product descriptions, target audiences, and desired brand tones.

krx-cli

Enables AI agents to query real-time and historical Korean stock market data from KRX (Korea Exchange) including indices, stocks, ETFs, bonds, derivatives, and commodities via MCP tools and resources.

scc-mcp

Exposes boyter/scc code counting and complexity analysis to LLM agents via read-only tools like counting lines, finding top files, and cost estimation.

nexus-mcp

A local MCP server for Nexus Mods mod discovery and research, backed by the v2 GraphQL API, enabling search of games, mods, collections, and users.

claude-mcp-tunnel

MCP server that detects project frameworks (25+), starts dev servers, and creates public Cloudflare tunnels from a single tool call. Text Claude via Dispatch "start my project and give me a link" and get back an HTTPS URL you can open on your phone. Supports full-stack projects, auto-installs dependencies, and also works as a standalone CLI.

Elite Reasoning MCP

A 66-tool reasoning pipeline that intercepts prompts to classify intent, check past mistakes, and generate execution plans, enabling any LLM to think harder and avoid repeating errors.

MCP Weather Server — Demo

Demo MCP server that provides weather data for cities, with tools to get weather and list available cities.

mcp-server-icon

A Model Context Protocol server for searching and fetching icons from iconfont.cn.

santa-mcp

给圣诞老人的概念验证 MCP 服务器 (Gěi Shèngdàn Lǎorén de gàiniàn yànzhèng MCP fúwùqì) Alternatively, if you want to emphasize that it's a *proof-of-concept* server: 圣诞老人的概念验证 MCP 服务器原型 (Shèngdàn Lǎorén de gàiniàn yànzhèng MCP fúwùqì yuánxíng) Which translates more literally to: Santa's proof-of-concept MCP server prototype.

eu-ai-act-mcp

An MCP server providing structured intelligence about the EU AI Act, including risk classification, deadline tracking, obligations, penalties, and article lookups.

@zhangzwd/mcp-gateway

A lightweight MCP gateway that aggregates multiple MCP services into a unified stdio interface, automatically prefixing tool names with the service name to avoid conflicts.

MergeLoop

A host-agnostic model council that routes tasks across multiple AI workers (MCP, CLI, API) and returns one unified answer.

mcp-read-only-grafana

A secure MCP server for Grafana that provides read-only access by default, with a separate write-capable command for mutations.

JSON Logs MCP Server

JSON Logs MCP Server

SearchAPI MCP Server

Connects AI assistants to external data sources (Google, Bing, etc.) via SearchAPI.site, implementing the Model Context Protocol (MCP) for secure and contextual access to web information.

MCP JS Server Template

好的，这是一个简化的 Node.js MCP (Minecraft Protocol) 服务器模板： ```javascript const net = require('net'); const server = net.createServer((socket) => { console.log('客户端已连接:', socket.remoteAddress, socket.remotePort); // 处理数据接收 socket.on('data', (data) => { console.log('收到数据:', data); // TODO: 解析 Minecraft 协议数据并进行处理 // 示例：发送一个简单的响应 socket.write(Buffer.from([0x00, 0x00])); // 示例：保持连接包 }); // 处理连接关闭 socket.on('close', () => { console.log('客户端已断开连接:', socket.remoteAddress, socket.remotePort); }); // 处理错误 socket.on('error', (err) => { console.error('Socket 错误:', err); }); }); const port = 25565; // 默认 Minecraft 端口 server.listen(port, () => { console.log('服务器正在监听端口:', port); }); // 处理服务器错误 server.on('error', (err) => { console.error('服务器错误:', err); }); ``` **翻译成简体中文：** ```javascript const net = require('net'); const server = net.createServer((socket) => { console.log('客户端已连接:', socket.remoteAddress, socket.remotePort); // 处理数据接收 socket.on('data', (data) => { console.log('收到数据:', data); // TODO: 解析 Minecraft 协议数据并进行处理 // 示例：发送一个简单的响应 socket.write(Buffer.from([0x00, 0x00])); // 示例：保持连接包 }); // 处理连接关闭 socket.on('close', () => { console.log('客户端已断开连接:', socket.remoteAddress, socket.remotePort); }); // 处理错误 socket.on('error', (err) => { console.error('Socket 错误:', err); }); }); const port = 25565; // 默认 Minecraft 端口 server.listen(port, () => { console.log('服务器正在监听端口:', port); }); // 处理服务器错误 server.on('error', (err) => { console.error('服务器错误:', err); }); ``` **解释：** * **`net` 模块:** Node.js 的 `net` 模块用于创建 TCP 服务器。 * **`net.createServer()`:** 创建一个新的 TCP 服务器。 * **`socket` 对象:** 代表与客户端的连接。 * **`socket.on('data', ...)`:** 监听客户端发送的数据。 **重要：** 你需要在这里解析 Minecraft 协议数据。 * **`socket.write()`:** 向客户端发送数据。 **重要：** 你需要根据 Minecraft 协议格式化数据。 * **`socket.on('close', ...)`:** 监听客户端断开连接事件。 * **`socket.on('error', ...)`:** 监听 socket 错误。 * **`server.listen(port, ...)`:** 服务器开始监听指定的端口。 * **`server.on('error', ...)`:** 监听服务器错误。 **重要提示：** * **Minecraft 协议：** 这个模板只是一个框架。 你需要深入了解 Minecraft 协议才能正确地解析和处理客户端发送的数据，并构建正确的响应。 搜索 "Minecraft Protocol" 可以找到相关文档。 * **数据解析：** `socket.on('data', ...)` 中的 `data` 是一个 `Buffer` 对象。 你需要使用 `Buffer` 的方法来读取和解析数据。 * **错误处理：** 这个模板包含基本的错误处理，但你应该根据你的需求进行更完善的错误处理。 * **安全性：** 在生产环境中，你需要考虑安全性问题，例如防止恶意攻击。 这个模板提供了一个起点，你需要根据你的具体需求进行修改和扩展。 祝你编码愉快！

mcp-server-tron

A comprehensive MCP server that enables AI agents to interact with the TRON blockchain, including tools for blockchain data, token transfers, smart contracts, staking, and wallet management.

Hindsight

Env-conditioned stack-trace retrieval for agent debugging over MCP, enabling search for known fixes, contribution of new solutions, and feedback-driven ranking.

craftsman-map

Compiles codebases into a layered knowledge graph, providing an MCP server with 16 tools for AI to navigate, understand, and analyze code before making changes.

fallestateonboard-mcp

Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools and resources for foldkit, enabling state folding, band classification, and operation application.

NanoKVM PicoClaw MCP

Enables managing NanoKVM devices via PicoClaw MCP, including status checks, reboots, and macOS recovery key operations, with secure SSH-based relay.

cdp-tools-mcp

Enables AI agents to debug code and automate browsers using Chrome DevTools Protocol, supporting breakpoints, variable inspection, and replayable interaction recording.