发现优秀的 MCP 服务器

Context Optimizer MCP Server

Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only relevant information instead of processing entire files and command outputs.

Slack MCP Server

This MCP server provides integration with the Slack API via HTTP transport, allowing for channel management and message operations. It enables users to list channels, send or edit messages, search message history, and retrieve user information through standardized tools.

Reddit MCP Server

Enables comprehensive Reddit research through a three-layer architecture that discovers relevant communities, provides operation guidance, and executes multi-subreddit content fetching with proper citations. Supports searching, post fetching, comment analysis, and batch operations across multiple subreddits for thorough content analysis.

Serveur MCP SSE pour Google Docs

专门用于管理 Google Docs 文档的 MCP SSE 服务器

CIViC MCP Server

Enables structured queries and data analysis of cancer genomics information by interfacing with the Clinical Interpretation of Variants in Cancer (CIViC) API. It converts GraphQL responses into queryable SQLite tables for efficient clinical interpretation and natural language interaction.

Shark MCP - AI Agent Microloan Server

Enables AI agents to request and manage microloans for HTTP 402 Payment Required transactions. Provides automated underwriting, credit management, and USDC disbursement with progressive credit limits based on repayment history.

BuildMcpServer

A lightweight framework for building and running Model Context Protocol (MCP) servers using FastMCP, providing tools for development, debugging, and server management.

Playwright MCP Server

一个模型上下文协议服务器，使大型语言模型 (LLM) 能够与网页交互、截取屏幕截图、生成测试代码、抓取网页以及在真实的浏览器环境中执行 JavaScript。

LOINC API MCP Server

这个项目提供了一个模块化的 Python 封装器，用于 LOINC API，它带有一个 MCP 服务器接口，可以与 Claude Desktop 无缝集成，实现智能医学术语查找和标准化。

UI/UX MCP Server

Enables comprehensive UI/UX development workflows through integrated tools for component development with Storybook, Tailwind CSS styling, Framer Motion/GSAP animations, Playwright testing, and automated design system generation. Provides end-to-end automation for visual regression testing, accessibility compliance, and UX optimization analysis.

Jeneen's MCP Agent

A multi-functional AI agent with an Arabic legal chatbot, Google search capability, and a VAE model that generates handwritten digit images.

CoinGlass MCP Server

Provides AI agents access to cryptocurrency derivatives analytics through 22 unified tools covering 80+ CoinGlass API endpoints. Enables analysis of open interest, funding rates, liquidations, whale positions, order book data, and market sentiment indicators with plan-aware feature gating.

ChronoSphere AI Date-Time MCP

Provides AI agents with precise, locale-aware date and time data across multiple timezones through a Model Context Protocol API built with TypeScript/Node.js.

Twenty CRM MCP Server

Enables interaction with Twenty CRM through a Model Context Protocol server. Provides comprehensive CRM operations including managing people, companies, opportunities, notes, tasks, and custom objects with support for filtering, pagination, and AI-powered automations.

Marketo MCP Server by CData

Marketo MCP Server by CData

ForexFactory MCP Server

Enables access to ForexFactory economic calendar data through MCP resources and tools. Supports retrieving economic events by time periods for integration with trading assistants and agentic workflows.

AbletonMCP Enhanced

Connects Ableton Live to AI assistants through Model Context Protocol (MCP), enabling natural language control of music production tasks like track creation, MIDI editing, instrument loading, and playback control.

App Store Connect MCP Server

Enables AI assistants to access App Store Connect data including financial metrics, subscription analytics, app performance data, and revenue insights. Provides real-time iOS app metrics through secure API integration with rate limiting and comprehensive reporting capabilities.

MCP Database Tools Server

An MCP server designed to automate Django database setup and management, including PostgreSQL database creation and extension configuration. It enables users to update environment files and execute Django management commands through integrated tools like VS Code Copilot.

MCPHubs - Model Context Protocol Projects Hub

MCPHubs 是一个展示与 Anthropic 的模型上下文协议 (Model Context Protocol, MCP) 相关的项目的网站。

YOURLS-MCP

A Model Control Protocol server that enables Claude Desktop to interact with your self-hosted YOURLS URL shortener, allowing Claude to automatically shorten URLs, expand short URLs, and retrieve click statistics.

Looker Admin MCP

Provides over 60 administrative tools for managing users, groups, roles, schedules, alerts, and content access within Looker through the Model Context Protocol. It enables full administration of Looker environments, including permission management and system configuration.

MCP SQL Server

一个 FastMCP 服务器，提供与 MS SQL 数据库的自然语言交互，使用户能够通过对话式 AI 界面查询数据、列出表、描述结构以及执行数据库操作。

MCP Automotivo

Enables natural language analysis of automotive sales data stored in MariaDB using Google Gemini AI to automatically generate and execute SQL queries from Portuguese language questions.

Unitree Go2 MCP Server

A server built on the Model Context Protocol that enables controlling the Unitree Go2 robot using natural language commands, which are translated into ROS2 instructions for the robot to perform corresponding actions.