探索 MCP Servers

Basic Memory is a local-first knowledge base that integrates with Large Language Models (LLMs) via the Model Context Protocol (MCP), allowing AI assistants to read and write to your local Markdown files, enabling persistent memory for conversations and structured knowledge management.

首个企业级的 OpenMetadata 元数据 MCP server 正在彻底改变 AI 驱动的治理！

An MCP server that enables text-based and color-guided image generation using Amazon Nova Canvas, supporting customizable dimensions, quality, and multiple image outputs, with secure AWS authentication and workspace integration.

将这些工具连接到 Lingo.dev 将允许您翻译应用程序、网站和其他数据，使用最佳的 LLM 模型直接在您的 AI 工具中。

A core MCP server by awslabs that provides planning and orchestration capabilities, including prompt understanding and translation to AWS services, and serves as a starting point for other awslabs MCP servers.

Official Firecrawl MCP Server integrating Firecrawl for web scraping, supporting Cursor, Claude, and other LLM clients.

A fast, lightweight Model Context Protocol (MCP) server that empowers LLMs with browser automation via Puppeteer’s structured accessibility data, featuring optional vision mode for complex visual understanding and flexible, cross-platform configuration.

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with authentication.

E2B provides a secure, open-source cloud sandbox runtime for executing AI-generated code, designed for agentic and AI use cases.

AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems. In this repository, you can find several MCP servers allowing you to connect to Cloudflare's service from an MCP client (e.g. Cursor, Claude) and use natural language to accomplish tasks through your Cloudflare account.

Higress is an AI Native API Gateway based on Istio and Envoy, which hosts MCP (Model Context Protocol) Servers through its plugin mechanism, enabling AI Agents to easily call various tools and services.

An open source MCP server for databases that simplifies tool development, integration, and management with features like connection pooling, authentication, and observability.

Playwright MCP server

模型上下文协议（MCP）服务器——用于AWS文档

Official MCP Server for Notion API integration, enabling AI agents to interact with Notion content

A Model Context Protocol server for generating charts and data analysis using AntV with support for over 25 chart types.

An MCP server providing AI assistants access to Mastra.ai's documentation, examples, blogs, and changelogs, integrating with Cursor, Windsurf, and Mastra agents.

Phoenix is an open-source AI observability platform for experimentation, evaluation, and troubleshooting of LLM applications. Its MCP server provides a unified interface to Phoenix's capabilities, enabling tracing, evaluation, and prompt management.

An MCP server that integrates with the Perplexity API to provide real-time web search capabilities for large language models within the Model Context Protocol ecosystem.

An open-source MCP server providing containerized environments for coding agents to work safely and independently.

Bright Data's MCP server enabling LLMs, agents, and apps to access real-time web data seamlessly without getting blocked

MCP server to run Python code in an isolated sandbox using Pyodide and Deno.

The Microsoft Learn MCP Server is a cloud-hosted service that enables AI agents like GitHub Copilot to access trusted and up-to-date information directly from Microsoft's official documentation, offering high-quality content retrieval, semantic understanding, and real-time updates.

Official Firecrawl MCP Server for web scraping integration with LLMs.

Connect Supabase to your AI assistants

Production ready MCP server with real-time search, extract, map & crawl.

Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors

Allow LLMs to control a browser with Browserbase and Stagehand

A universal database MCP server gateway supporting MySQL, PostgreSQL, SQL Server, and MariaDB.