发现优秀的 MCP 服务器

mcp-golang

Please provide the link to the documentation you are referring to. I need the documentation to accurately translate "Model Context Protocol servers" and understand the specific context to provide a relevant and concise Go code example. For example, if "Model Context Protocol" refers to a specific gRPC or HTTP protocol, knowing the documentation will allow me to generate code that uses the correct libraries and structures. Once you provide the documentation link, I will: 1. **Translate "Model Context Protocol servers" into Chinese.** The best translation will depend on the specific protocol. 2. **Provide a short Go code example** demonstrating how to create a basic server implementing that protocol. Looking forward to helping you!

RobotMem

Enables robots to store, retrieve, and consolidate episodic experiences including physical parameters, trajectories, and outcomes. It supports hybrid vector search with structured filtering and spatial sorting to help robotic agents learn from past successes and failures.

Stadia Maps Location API MCP Server

The Stadia Maps MCP server provides AI assistants with access to Stadia Maps APIs for location services, geocoding, routing, and mapping capabilities.

MCP Twitter

一个模型上下文协议服务器，使人工智能模型和应用程序能够直接与 Twitter/X 互动，提供创建帖子、回复推文、检索用户数据和管理帐户操作等功能。

mcpsystem.design MCP Server

Provides AI assistants with access to a production-ready design system including Tailwind CSS component patterns, style guides (colors, typography, spacing), and Web Components specifications for consistent UI development.

Mantis MCP Server

镜子 (jìng zi)

Ableton Live MCP Server

针对 Ableton Live OSC 控制的 MCP 服务器实现

MCP Google Maps - stdio Edition

Enables Claude Desktop to access Google Maps services including geocoding, place search, directions, distance calculations, and elevation data through stdio communication. Provides comprehensive location-based functionality with direct Google Maps API integration.

razz-mcp

Play provably fair games with real SOL wagering for any AI agent

opensanctions-mcp

MCP server for sanctions screening and PEP checks via OpenSanctions API. Search entities, match against 320+ sanctions lists, and run compound compliance investigations with AI agents.

solana-launchpads-mcp

An MCP server that tracks daily activity and graduate metrics across multiple Solana launchpads.

SharkMCP

A Model Context Protocol server that provides network packet capture and analysis capabilities through Wireshark/tshark integration, enabling AI assistants to perform network security analysis and troubleshooting.

Cline Notification Server

MCP服务器通过Telegram发送通知

Puppeteer MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它使用 Playwright 提供浏览器自动化功能，使大型语言模型（LLM）能够与网页交互、截取屏幕截图，并在真实的浏览器环境中执行 JavaScript。

MCP Gateway Demo

A reference implementation of an MCP server built with Express that integrates full OAuth 2.1 authorization and RFC9728 protected resource metadata. It enables secure, authenticated communication between MCP clients and servers using streamable HTTP transport and built-in authorization flows.

Financial Modeling Prep MCP Server

Provides AI assistants access to comprehensive financial data including real-time stock quotes, company fundamentals, financial statements, market analysis, economic indicators, and 250+ financial tools across 24 categories from Financial Modeling Prep API.

Google Calendar MCP Server

提供异步操作支持的 Model Context Protocol 服务器，可无缝访问 Google 日历 API，并通过标准化接口实现高效的日历管理。

Meta Marketing API MCP Server

Enables AI assistants to manage Facebook and Instagram advertising data through the Meta Marketing API. It supports full campaign lifecycle management, performance analytics, audience targeting, and creative optimization.

eda-mcp

An MCP server for Electronic Design Automation that provides comprehensive tools for managing KiCad 9.x PCB design workflows. It enables users to create schematics, layout PCBs, perform design rule checks, and export manufacturing files through a standardized interface.

MCP Web UI

MCP Web UI 是一个基于 Web 的用户界面，在模型上下文协议 (MCP) 架构中充当主机。它提供了一个强大且用户友好的界面，用于与大型语言模型 (LLM) 交互，同时管理客户端和服务器之间的上下文聚合和协调。

RunwayML + Luma AI MCP Server

提供与 RunwayML 和 Luma AI API 交互的工具，用于视频和图像生成，包括文本到视频、图像到视频、提示增强和生成管理。

Cisco ISE MCP Server

Enables management of Cisco Identity Services Engine (ISE) resources through the ERS API. Supports identity management, endpoint registration, network device configuration, and authorization profiles through natural language interactions.

Gurobi MCP

Enables AI applications to solve optimization problems including linear programming, mixed-integer programming, and quadratic programming using the Gurobi solver installed on the local device.

Optuna MCP Server

A Model Context Protocol server that enables automated optimization and analysis using Optuna, allowing LLMs to perform hyperparameter optimization and interactively analyze optimization results via chat interfaces.

tavily-mcp

tavily-mcp

MCPMem

Enables AI assistants to store and retrieve memories with semantic search capabilities using vector embeddings. Provides persistent memory storage with SQLite backend for context retention across conversations.

Claude Code Review MCP

An MCP server that provides code review functionality using OpenAI, Google, and Anthropic models, serving as a "second opinion" tool that works with any MCP client.

Remote MCP Server on Cloudflare

Enables deploying MCP servers on Cloudflare Workers with OAuth authentication and SSE transport. Allows connecting Claude Desktop and other MCP clients to remotely hosted tools via HTTP.