发现优秀的 MCP 服务器

Simple Console MCP

A minimal browser debugging MCP server that monitors Chrome Console logs and executes JavaScript. 97% lighter than full DevTools alternatives, providing just 4 essential tools for efficient debugging without consuming excessive context tokens.

Tokyo WBGT MCP Server

Provides access to Tokyo's WBGT (Wet Bulb Globe Temperature) heat index forecast and real-time data from multiple observation points using Japan's Ministry of the Environment official data for heat stroke prevention.

Time MCP Server

一个提供时间相关功能的模型上下文协议服务器。

Ollama_MCP_Guidance

一个模型上下文协议服务器，为与 Ollama API 交互提供标准化接口，提供 JSON 响应、错误处理以及针对基于 LLM 的 API 调用的智能指导。

GNS3 Network Simulator MCP Server

Enables AI-powered network engineering by providing natural language control over GNS3 network simulations. Supports creating projects, building network topologies, managing devices, controlling simulations, and analyzing network traffic through conversational AI interactions.

GemSuite-MCP

MCP 主机的终极 Gemini API 接口，能够智能地为手头的任务选择模型——提供最佳性能、最低的 token 成本和无缝集成。

Race MCP Server

Enables AI-powered racing coaching and telemetry analysis for iRacing, providing real-time racing advice, car spotting, lap analysis, and conversational interaction with racing data through live telemetry streaming.

Hubble Ai Mcp

用于 Solana 数据分析的 MCP 服务器。

xmcp Application

A template/starter project for building MCP servers with structured directories for tools, prompts, and resources that are automatically discovered and registered.

🤖 Welcome to the Robot Takeover Setup Script! 🚀

在 Windows 上轻松设置 Anthropic Claude 模型上下文协议 (MCP) 服务器的脚本

MCP Vertica

Enables interaction with Vertica databases through SQL queries, schema management, and bulk data operations. Supports connection pooling, SSL/TLS security, and configurable permissions for database operations.

ens-mcp

About An MCP server that resolves, analyzes, and contextualizes ENS domain activity.

Ref

Ref

Android Mobile MCP

Enables AI agents to interact with Android devices through UI manipulation, screen capture, touch gestures, text input, and app management via ADB. Provides comprehensive mobile automation capabilities including element detection, navigation, and application control for Android device testing and interaction.

EcoGO Flights

印度航班预订 MCP (Yìndù hángbān yùdìng MCP)

Gmail Server for Model Context Protocol (MCP)

镜子 (jìng zi)

ChemMCP

A chemistry computation platform providing 19 professional tools for molecular structure processing, including SMILES conversions, molecular calculations, functional group identification, visualization, and AI-powered molecule generation and description.

MCP Ping Server

Provides a ping tool to check connectivity and measure latency to any hostname or IP address across platforms.

MCP Git/PR Assist

Enables Git and GitHub pull request operations through Claude AI, including repository management, branch operations, commits, and PR creation/commenting. Streamlines development workflows by providing Git commands and GitHub API integration through natural language interactions.

Jokes MCP Server

An MCP server that provides jokes to Microsoft Copilot Studio, demonstrating how to deploy a Model Context Protocol server that delivers Chuck Norris and Dad jokes upon request.

Playwright MCP

Enables AI assistants to interact with web browsers in real-time through Playwright, providing DOM access, screenshots, and interaction recording to generate accurate, context-aware test scripts.

Inventory MCP Server

Manages inventory operations using Supabase/PostgreSQL database, enabling users to add, remove, check stock levels, and list inventory items across multiple locations.

Featureflow MCP Server

Enables AI assistants to manage Featureflow feature flags, including creating and updating features, controlling feature states across environments, and managing projects, environments, and targeting rules through natural language.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright automation tools, allowing them to perform web tasks like navigation, typing, clicking, and taking screenshots. Deployed on Cloudflare Workers and compatible with various AI platforms including Claude Desktop and VS Code.

MCP Server (deprecated)

一个模型上下文协议 (MCP) 服务器，用于 PayPal API 集成，具有改进的错误处理、全面的 API 覆盖和详细的文档。

Crawl-MCP

Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of content from web pages, PDFs, Office documents, YouTube videos, and more, with AI-powered summarization and Google search integration to reduce token usage while preserving key information.

MCP Server for Axiom

镜子 (jìng zi)