发现优秀的 MCP 服务器

java-mcp-server

一个基于官方网站 MCP-JAVA-SDK 开发的演示案例。

🪐 ✨ Jupyter MCP Server

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Tendem MCP

An MCP server for Tendem that enables users to complete tasks using a hybrid of AI and human agents. It allows for seamless task delegation and management within MCP-compatible clients.

X MCP Server

Enables interaction with X (Twitter) API v2 with multi-user OAuth 2.0 support, allowing users to manage bookmarks, create tweets, and access user information with encrypted token storage and automatic refresh.

Model Context Protocol (MCP) Server for GraphQL Policies API

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TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example tools (calculator, greeting) and resources (server info) to help developers get started.

MCP Mail Server

A Model Context Protocol server that enables email operations through POP3 and SMTP protocols in Cursor AI, allowing users to send, receive, list, and manage emails using natural language commands.

Recursive Companion MCP

An MCP server that implements iterative refinement of responses through self-critique cycles, breaking the process into discrete steps to avoid timeouts and show progress.

Overseerr MCP

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Gazebo MCP Server

Enables AI assistants to control Gazebo robot simulations through ROS2, including spawning robots (TurtleBot3), manipulating environments, accessing sensor data (camera, LiDAR, IMU), and managing simulation state.

MCP SQLite Server

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MCPilot

A powerful gateway for the Model Context Protocol (MCP) that unifies AI toolchains by federating multiple MCP servers, wrapping REST APIs as MCP tools, and supporting multiple transport methods with an admin dashboard.

MCP MariaDB Server

Enables AI assistants to interact with MariaDB databases through SQL operations and vector-based semantic search. Supports standard database queries, schema inspection, and optional embedding-powered document storage and retrieval.

MCP DateTime

一个实现了模型上下文协议 (MCP) 的 TypeScript 服务器，它向 AI 代理和聊天界面提供日期时间和时区信息，使它们能够访问各种时区的当前时间。

YouTube Subtitle MCP Server

Fetches YouTube video subtitles and transcripts with support for multiple languages and output formats (SRT, VTT, TXT, JSON).

Binance MCP Server

一个后端服务，用于与币安交易所 API 进行交互，使用户能够查看其投资组合、转换代币并执行交易，同时最大限度地减少对市场的影响。

🤖 nostr-code-snippet-mcp

🤖 代码片段 MCP 服务器

🚀 Model Context Protocol (MCP) Server Python Template 🐍

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Nx MCP Server

Nx MCP 服务器为 LLM 提供对你的 monorepo 的全面洞察：项目依赖关系、文件关系、可执行任务、所有权元数据、技术栈、自定义生成器和 Nx 文档。这种深入的上下文使 LLM 能够生成与你的架构完美对齐的代码。

Python Code Review MCP Agent

Enables comprehensive security vulnerability scanning and code quality analysis for Python applications. Provides detailed reports with scoring, actionable suggestions, and comparison tracking specifically designed for backend developers working with frameworks like Django, Flask, and FastAPI.

IMCP - Insecure Model Context Protocol

IMCP - 不安全的模型上下文协议，人工智能安全领域的 DVWA！欢迎来到 IMCP——一个故意存在漏洞的框架，它暴露了人工智能/机器学习系统中 16 个关键的安全弱点。无论您是安全研究人员、开发人员还是教育工作者，IMCP 都是您亲身实践学习真实案例的游乐场。

GhidraMCP

基于套接字的 Ghidra MCP 服务器

mcp-say

TTS MCP 服务器 (TTS MCP fúwùqì)

Langgraph-MCP Client for Postgresql Example

Okay, here's a translation of "LangGraph implementation interacting with a PostgreSQL MCP Server" into Chinese, along with some considerations for different nuances: **Option 1 (Most Direct and Common):** * **Simplified Chinese:** LangGraph 与 PostgreSQL MCP 服务器交互的实现 * **Traditional Chinese:** LangGraph 與 PostgreSQL MCP 伺服器互動的實作 * **Explanation:** * `LangGraph`: We keep the English name as it's a specific technology. It's common practice to keep technical terms in English, especially if a widely accepted Chinese translation doesn't exist. * `与...交互 (yǔ... jiāohù)`: "Interacting with..." This is a standard and clear way to express interaction. * `PostgreSQL MCP 服务器 (PostgreSQL MCP fúwùqì)`: "PostgreSQL MCP Server". Again, we keep the specific names in English. `服务器 (fúwùqì)` means "server". * `的实现 (de shíxiàn)`: "...'s implementation". This is the standard way to say "implementation of...". * `互動 (hùdòng)` is the traditional Chinese equivalent of `交互 (jiāohù)`. * `實作 (shízuò)` is the traditional Chinese equivalent of `实现 (shíxiàn)`. **Option 2 (More Descriptive, but potentially longer):** * **Simplified Chinese:** 使用 LangGraph 实现与 PostgreSQL MCP 服务器的数据交互 * **Traditional Chinese:** 使用 LangGraph 實現與 PostgreSQL MCP 伺服器的資料互動 * **Explanation:** * `使用...实现 (shǐyòng... shíxiàn)`: "Using... to implement..." * `数据交互 (shùjù jiāohù)`: "Data interaction". This emphasizes that the interaction involves data. * `資料互動 (zīliào hùdòng)` is the traditional Chinese equivalent of `数据交互 (shùjù jiāohù)`. **Option 3 (Focus on Integration):** * **Simplified Chinese:** LangGraph 与 PostgreSQL MCP 服务器的集成实现 * **Traditional Chinese:** LangGraph 與 PostgreSQL MCP 伺服器的整合實作 * **Explanation:** * `集成 (jíchéng)`: "Integration". This emphasizes the act of combining LangGraph and the PostgreSQL MCP server. * `整合 (zhěnghé)` is the traditional Chinese equivalent of `集成 (jíchéng)`. **Which option is best depends on the context:** * **Option 1** is the most straightforward and generally suitable. * **Option 2** is good if you want to explicitly mention data interaction. * **Option 3** is good if you want to emphasize the integration aspect. **Important Considerations:** * **Target Audience:** Who are you writing for? If it's a highly technical audience, keeping the English terms is fine. If it's a more general audience, you might consider providing brief explanations of LangGraph and MCP. * **Consistency:** If you're using this phrase in a larger document, be consistent with your terminology. * **MCP:** What does "MCP" stand for? If you know the full name, you could translate that part as well, but only if it's a well-known term in Chinese. Otherwise, keep it as "MCP". I recommend using **Option 1** unless you have a specific reason to choose one of the others. It's clear, concise, and uses standard terminology. Remember to choose the Simplified or Traditional Chinese version based on your target audience.

Typesense MCP Server

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Context Bank MCP

一个 MCP 服务器，通过 API 提供查询 AtherOS 知识库的接口，允许用户创建聊天会话并发送查询以检索信息。