Discover Awesome MCP Servers

pymcp-sse: Python MCP over SSE Library

用于构建基于 HTTP/SSE 的模型上下文协议 (MCP) 服务器和客户端的异步 Python 库，非常适合 AI 代理、工具集成和聊天机器人生态系统。

Playwright MCP

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.

Remote MCP Server

A Cloudflare Workers-based deployment that implements the Model Context Protocol, allowing AI models to use custom tools without authentication.

zellij-mcp-server

一个通过标准输入输出 (STDIO) 将 MCP 服务器连接到 Zellij 的方案

SQL MCP Server

Enables read-only interaction with SQL databases through MCP, providing database metadata exploration, sample data retrieval, and secure query execution. Supports MySQL with multiple transport options and built-in security features including SQL injection protection and data sanitization.

mcp-notebooks

笔记本执行 MCP 服务器

trackio-mcp

An MCP server that enables AI agents to observe and interact with trackio experiment tracking, providing tools for managing ML experiments through natural language.

jobswithgpt

jobswithgpt

MCP Weather Server

Provides comprehensive weather information including current conditions, 7-day forecasts, and air quality data for any city worldwide using the Open-Meteo API. Features real-time weather data, hourly forecasts, sunrise/sunset times, and European Air Quality Index with human-readable descriptions.

MCP Telegram

一个使用 TypeScript 实现的 MCP (模型上下文协议) 服务器，用于通过 MTProto 与 Telegram 交互。

Remote MCP Server

A Cloudflare Workers-based implementation of Model Context Protocol (MCP) server that enables AI tools like Claude to connect to external services through OAuth login.

Strapi MCP Server

Mirror of

OpenAPI to MCP Server

Converts OpenAPI specifications into MCP services with HTTP header passthrough support. Enables interaction with any OpenAPI-compliant service through natural language by dynamically transforming API documentation into MCP tools.

Sitecore Send

Unofficial Sitecore Send MCP Server.

Soccer V3 Scores MCP Server

An MCP server that enables agents to interact with soccer data including scores, matches, players, and teams using the sportsdata.io Soccer V3 Scores API.

gh-mcp

Refined MCP server for GitHub GraphQL API. GitHub's official MCP Server exposes dozens of low-level tools that bloat token usage and are mostly impractical for LLMs. gh-mcp achieves the best of both worlds by providing a single, powerful interface: GitHub GraphQL, wrapped with smart abstractions.

Perplexity Ask MCP Server

Integrates the Sonar API to provide Claude with real-time web-wide research capabilities. Enables conversational web searches through Perplexity's AI-powered search engine for up-to-date information retrieval.

mcp-label-studio: A Label Studio MCP server

This could refer to a few things, depending on the context. Here are a few possible translations and explanations: **1. Most Likely: "MCP Server" as a general concept related to Label Studio:** * **Chinese Translation:** **MCP 服务器 (MCP fúwùqì)** * **Explanation:** If you're talking about using an "MCP server" *in conjunction with* Label Studio, it's likely referring to a server that handles some aspect of the data pipeline *before* the data reaches Label Studio for labeling. "MCP" itself doesn't have a standard meaning in this context, so it's likely an abbreviation specific to your project or organization. It could stand for things like: * **M**essage **C**ontrol **P**rotocol (unlikely, but possible if it's related to message queuing) * **M**edia **C**onversion **P**ipeline (if you're dealing with images or videos) * **M**odel **C**reation **P**rocess (if it's related to pre-processing data for model training) * **M**anagement **C**ontrol **P**anel (if it's a server for managing data and users) Without more context, it's impossible to know the exact meaning of "MCP." The translation simply reflects that you're talking about a server called "MCP" that is used with Label Studio. **2. If "MCP" is a specific software or tool:** * **Chinese Translation:** (Depends on the actual name of the software/tool. If it's a proper noun, you might just transliterate it.) For example, if "MCP" is a specific software package, you might say: **用于 Label Studio 的 MCP 软件 (yòng yú Label Studio de MCP ruǎnjiàn)** - "MCP software for Label Studio." * **Explanation:** If "MCP" is a specific product, the best translation would depend on its official Chinese name (if it has one). If not, you might transliterate it (e.g., "M-C-P"). The phrase "用于 Label Studio 的..." (yòng yú Label Studio de...) means "for Label Studio." **3. If you're asking about setting up a server *for* Label Studio using a specific method called "MCP":** * **Chinese Translation:** **使用 MCP 方法为 Label Studio 设置服务器 (shǐyòng MCP fāngfǎ wèi Label Studio shèzhì fúwùqì)** * **Explanation:** This translates to "Setting up a server for Label Studio using the MCP method." Again, the meaning of "MCP" is unclear without more context. **In order to provide a more accurate translation, please provide more context. For example:** * What does "MCP" stand for in your context? * What is the purpose of the MCP server? * What are you trying to achieve by using an MCP server with Label Studio? With more information, I can give you a much better and more helpful translation.

nf-core MCP Server

使用户能够管理和浏览 nf-core 生物信息学流程仓库，允许对流程配置、工作流程和模块执行列表、搜索和探索操作。

Gravity MCP

Enables interaction with WordPress Gravity Forms through natural language, allowing users to manage forms, entries, submissions, and add-on integrations. Provides comprehensive form management capabilities including field operations, entry search/filtering, and secure form submissions with validation.

Pipedream MCP Server

Enables interaction with over 2,800 APIs and applications through Pipedream's Connect platform. Provides managed OAuth authentication and API request capabilities for integrating multiple services through natural language.

MCP Server Boilerplate

A starter template for building custom MCP servers that can integrate with Claude Desktop, Cursor, and other AI assistants. Provides example tools, TypeScript support, and automated publishing workflows to help developers quickly create their own MCP integrations.

MCP Server

A FastAPI-based Model Context Protocol server that exposes herd data through a discoverable API, with local and containerized deployment options.

Jij MCP Server

A server that provides tools and utilities to support the implementation of Jij Modeling, featuring easy configuration and an extensible architecture for custom modeling workflows.

Remote MCP Server Template

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables easy deployment and connection to AI clients like Claude Desktop and Cloudflare AI Playground.

vedit-mcp

vedit-mcp

MCP Server for macOS

A modern, extensible server that provides a unified interface to control and interact with various macOS applications through plugins.

FTP MCP Server by CData

FTP MCP Server by CData