发现优秀的 MCP 服务器

patchwork-os

MCP bridge server for patchwork-os. Boots a stdio-HTTP bridge with MCP introspection over /mcp, supporting tools/list and the full MCP protocol over HTTP.

expense-tracker-mcp-server

Enables users to manage personal finances using natural language, including tracking expenses, income, budgets, and generating financial summaries.

gitlab-ci-mcp

MCP server for GitLab CI/CD — pipelines, jobs, schedules, branches, tags, merge requests and repository files. Works with any GitLab (SaaS gitlab.com or self-hosted) via python-gitlab.

pkg-peep

Enables querying NPM package download statistics, metadata, and dependency information through natural language.

Caduceus Memory MCP

A local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware agents, providing a durable memory layer with Markdown files and SQLite fact store.

Langflow Document Q&A Server

允许通过 Langflow 后端使用自然语言问题查询文档，提供与 Langflow 文档问答流程交互的界面。

didlogic_mcp

一个用于 Didlogic API 的模型上下文协议 (MCP) 服务器实现。该服务器允许大型语言模型 (LLM) 通过标准化的接口与 Didlogic 服务进行交互。

MCP HTTP with SSE transport Tools

一个允许 Dify 通过 HTTP 和服务器发送事件 (Server-Sent Events) 传输协议连接到多个 MCP (模型控制协议) 服务器的插件，支持 URL、标头和超时等自定义配置。

Ed Discussions MCP Server

Enables AI assistants to interact with Ed Discussions (EdStem) course discussions, manage threads, comments, and facilitate Q&A, with tools for analytics and read status control.

Poly Pizza MCP

Enables searching, retrieving, and browsing thousands of free 3D models from Poly Pizza through natural language commands.

mcp-server-example

好的，这是一个简单的 MCP 服务器示例，希望能帮助你更好地理解： **英文 (English):** "Let's say you have a Minecraft server with a custom mod that adds a new type of ore called 'Magma Ore'. This ore only spawns in the Nether and can be smelted into 'Magma Ingots'. You want to use MCP to decompile the Minecraft server code and understand how the ore generation works, and how the smelting recipe is registered. Using MCP, you would: 1. **Decompile the Minecraft server jar:** This will give you the source code of the Minecraft server. 2. **Search for relevant code:** You would search for code related to ore generation, specifically in the Nether dimension. You might look for classes related to world generation, block registration, or dimension loading. 3. **Analyze the code:** You would then analyze the code to understand how the 'Magma Ore' is added to the world generation process. You would look for how the ore is registered as a block, how its spawn conditions are defined, and how it's added to the Nether's chunk generation. 4. **Search for smelting recipes:** You would also search for code related to smelting recipes. You might look for classes related to recipe registration or furnace logic. 5. **Analyze the smelting recipe:** You would analyze the code to understand how the 'Magma Ore' is registered to be smelted into 'Magma Ingots'. You would look for how the recipe is defined and how it's added to the furnace's recipe list. By using MCP to decompile and analyze the Minecraft server code, you can gain a deeper understanding of how the game works and how custom mods interact with the game's core mechanics." **中文 (Chinese):** “假设你有一个 Minecraft 服务器，其中包含一个自定义模组，该模组添加了一种名为“岩浆矿石 (Magma Ore)”的新型矿石。这种矿石只会在下界 (Nether) 中生成，并且可以冶炼成“岩浆锭 (Magma Ingots)”。 你想使用 MCP 来反编译 Minecraft 服务器代码，并了解矿石生成的工作原理以及冶炼配方是如何注册的。 使用 MCP，你可以： 1. **反编译 Minecraft 服务器 jar 文件：** 这将为你提供 Minecraft 服务器的源代码。 2. **搜索相关代码：** 你将搜索与矿石生成相关的代码，特别是在下界维度中。 你可能会查找与世界生成、方块注册或维度加载相关的类。 3. **分析代码：** 然后，你将分析代码以了解“岩浆矿石”是如何添加到世界生成过程中的。 你将查找矿石如何注册为方块，如何定义其生成条件，以及如何将其添加到下界的区块生成中。 4. **搜索冶炼配方：** 你还将搜索与冶炼配方相关的代码。 你可能会查找与配方注册或熔炉逻辑相关的类。 5. **分析冶炼配方：** 你将分析代码以了解“岩浆矿石”是如何注册为冶炼成“岩浆锭”的。 你将查找配方是如何定义的，以及如何将其添加到熔炉的配方列表中。 通过使用 MCP 反编译和分析 Minecraft 服务器代码，你可以更深入地了解游戏的工作原理以及自定义模组如何与游戏的核心机制交互。” **解释 (Explanation):** This example illustrates how MCP can be used to understand the inner workings of a Minecraft server, especially when dealing with custom mods. It highlights the key steps involved: decompiling the code, searching for relevant sections, and then analyzing those sections to understand how specific features are implemented. The example focuses on ore generation and smelting recipes, but the same principles can be applied to understanding other aspects of the game.

ITK Dev Docker MCP Server

Provides AI coding assistants with access to ITK Dev Docker documentation and project analysis tools, enabling template listing, project detection, and comparison.

MySQL MCP Server

Enables AI models to interact with MySQL databases through standardized operations including querying, executing commands, listing tables, and describing table structures with secure prepared statement support.

MCP Agent Social Media Server

Provides social media functionality for AI agents, enabling them to login with unique handles, read filtered posts, and create posts or replies within team-based discussions.

bitbank-lab-mcp

An MCP server that enables AI clients to analyze cryptocurrency market data from bitbank API, providing technical indicators, order book analysis, and chart visualization.

BioContextAI Knowledgebase MCP

A unified MCP server for biomedical research that connects AI systems to resources like Ensembl, EuropePMC, STRING, and more, enabling retrieval of verified domain-specific information.

mcp-git-coord

Reduces token waste by caching code understanding in .mi context files and prevents agent conflicts by coordinating intent and file access across sessions.

kookmin-stock

MCP server that provides Korean stock market data including indices, top gainers, stock quotes, news, fundamentals, and buy recommendations. Enables LLMs to access real-time and historical Korean stock information.

code-review-mcp-server

An MCP server that provides senior-level code review, quality checks, security analysis, and refactoring suggestions directly in your editor.

Google MCP Server

Enables to interact with Google Mail, Docs, Sheets, and Tasks through natural language.

ultrahuman_mcp

Exposes real-time health data from the Ultrahuman Ring to AI agents via the Model Context Protocol, providing optimized summaries with trend analysis and actionable insights.

Kakao API MCP Server

一个服务器，通过模型上下文协议使AI模型能够访问Kakao Map功能（地点搜索、地址查找、路线查找）和Daum搜索服务（网页、图片、博客、咖啡馆）。

esp-component-registry-mcp

ESP 组件注册表的 MCP 服务器

mcp2tcp

通过模型上下文协议 (MCP) 将物理硬件与 AI 大型语言模型连接起来的桥梁，从而实现对 TCP 设备的自然语言控制。

Elite Dangerous Local AI Tie-In MCP

This MCP server provides real-time integration between Elite Dangerous and Claude Desktop, enabling AI-powered analysis of your gameplay data and dynamic generation of EDCoPilot custom content.

Task Orchestration

Task Orchestration

Amazon CloudWatch Logs MCP Server

一个模型上下文协议 (MCP) 服务器，它使 AI 助手能够通过使用 AWS SDK 的标准化接口与 Amazon CloudWatch Logs 交互。

MCP-SSE1111

从 MCP 服务器演示创建。