发现优秀的 MCP 服务器

lighthouse-mcp

允许像 Cursor/Cline/GitHub Copilot 这样的 AI 助手使用 Google 的 Lighthouse 工具来衡量你的网页的性能指标。然后你可以运行一个自主循环，让这些助手来优化这些指标！

Google Sheets MCP

Enables AI agents to interact directly with Google Sheets to create, read, and edit spreadsheets through the Model Context Protocol. It supports a wide range of actions including cell manipulation, row and column management, and sheet organization.

Economía Venezuela MCP

Provides real-time Venezuelan economic data, including official and parallel exchange rates, inflation statistics, and basic goods basket prices. It enables AI assistants to query historical economic trends and current market indicators via natural language.

Alpha Vantage MCP Server

一个 MCP 服务器，提供与 Alpha Vantage API 的实时金融数据集成，从而能够访问股票市场数据、加密货币价格、外汇汇率和技术指标。

MCP X++ Server

An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the creation, modification, and analysis of D365 objects like classes, tables, and forms. It integrates with Visual Studio 2022 to provide tools for X++ code extraction, codebase search, and safe object deletion with dependency validation.

Beagle Security MCP Server

Enables integration with Beagle Security API for managing security testing projects, applications, domain verification, and automated penetration tests. Provides 18 tools for creating, monitoring, and retrieving results from security assessments.

Quality Guard MCP

Enables Claude to set up and manage enterprise-grade code quality pipelines for projects, including automated formatting, linting, security scanning, and pre-commit hooks. Transforms any project into a quality-enforced codebase with AccuFlow's battle-tested engineering setup in seconds.

Mermaid MCP Server

Enables agents to analyze codebases (local or GitHub) and automatically generate Mermaid diagrams rendered as PNG images via Kroki, providing visual understanding of project structure and flow through file discovery, reading, and diagram generation.

Happy Server MCP

Enables programmatic interaction with Happy AI sessions, allowing users to list, create, monitor, send messages to, and manage AI coding sessions across multiple machines.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects, allowing users to query merge requests, view code reviews and discussions, check pipeline test results and logs, and respond to comments through natural language commands.

GitHub MCP Server

GitHub API 的独立 MCP 服务器

Freshrelease MCP Server

Enables AI models to interact with Freshrelease project management platform through API integration. Supports creating and retrieving projects and tasks, managing status categories, and automating project operations through natural language.

Chrome MCP Server

一个模型上下文协议服务器，它使 AI 助手能够通过 Chrome 开发者工具协议控制 Chrome 浏览器，从而实现导航、点击、输入和提取页面信息等功能。

PayNow Component MCP Server

Enables LLMs to search and retrieve PayNow Component documentation directly, accelerating system integration through natural language queries.

IRIS ObjectScript MCP Server

Provides access to InterSystems IRIS ObjectScript documentation, examples, and intelligent search tools. Enables developers to query documentation, search class references, and access official IRIS resources through natural language.

FAL Reve MCP Server

Provides access to Reve text-to-image AI model for generating high-quality images with accurate text rendering and strong aesthetic quality. Automatically downloads generated images to local storage with support for multiple aspect ratios and output formats.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol servers using TypeScript SDK, with example tools (calculator, greetings) and resources pre-implemented.

Productive Simple MCP

A Model Context Protocol (MCP) server for accessing Productive.io API endpoints (projects, tasks, comments, todos), tailored for read-only operations, providing streamlined access to essential data while minimizing token consumption

ArtifactHub MCP Server

A Model Context Protocol server that enables interaction with Helm charts on Artifacthub, providing tools for retrieving chart information, default values, and templates through natural language queries.

Adobe Commerce Support MCP Server

Generates professional Adobe Commerce support responses from case findings. Supports both structured and mixed content formats with automatic categorization capabilities.

PerfDog to Tableau MCP Server

Automates downloading mobile game performance data from PerfDog and converts it to Tableau-ready CSV format with device statistics, FPS metrics, and time-series data.

🤖 MCPServe by @ryaneggz

简易 MCP 服务器，带 Shell 执行功能。通过 Ngrok 连接本地，或通过 Docker 托管 Ubuntu24 容器。 (Jiǎnyì MCP fúwùqì, dài Shell zhíxíng gōngnéng. Tōngguò Ngrok liánjiē běndì, huò tōngguò Docker tuōguǎn Ubuntu24 róngqì.)

Petstore MCP Server

A comprehensive Model Context Protocol implementation for the Swagger Petstore API that provides 19 tools across pet management, store operations, and user management categories.

Code Sandbox MCP

一个 MCP 服务器，用于创建安全的代码沙箱环境，以便在 Docker 容器中执行代码。

API Weaver

A comprehensive MCP server with RESTful API that enables file operations, command execution, project management, and AI integration for remote development control with security features and real-time communication.

NanoBanana MCP Server

An MCP server that wraps the OpenRouter API, enabling users to access diverse language models like Google Gemini 3 Pro for chat and image tasks. It provides tools for generating completions and listing available models within MCP-compatible clients.

Weather MCP Server

Provides real-time weather information for any city worldwide using the Open-Meteo API, returning current temperature, wind speed, and geographic coordinates through a containerized MCP server.

Enkrypt AI MCP Server

将AI安全分析、红队测试和提示词审计直接集成到与MCP兼容的客户端中，例如Claude Desktop和Cursor IDE，从而可以实时分析提示词并检测越狱尝试。