发现优秀的 MCP 服务器

Amazon Bedrock MCP Server

提供对 Amazon Bedrock 的 Nova Canvas 模型访问权限，用于 AI 图像生成。

Self-Improving Memory MCP

Provides Claude with persistent memory and learning capabilities through 10 automatic agents that capture decisions, errors, solutions, and patterns across conversations. Features an anti-compaction system to prevent context loss and enables infinite conversation continuity.

API Registry MCP Server

Enables discovery, registration, and management of external API endpoints through natural language, supporting multiple authentication methods (public, API key, bearer token) with automatic endpoint testing and documentation parsing.

FilDOS MCP Server

Enables AI agents to autonomously manage files on the Filecoin decentralized network through folder management, file uploads, and AI-powered semantic search. Provides seamless integration with Filecoin storage through simple MCP tool calls.

CrowdCent MCP Server

Enables AI assistants to interact with CrowdCent's prediction challenges, allowing them to access challenges, download datasets, submit predictions, and monitor submissions through natural language commands.

Vega-Lite MCP Server

Provides AI assistants with access to Vega-Lite documentation, visualization examples, and specification validation tools. Enables searching docs, retrieving examples by category, validating JSON specs, and accessing schema information for creating data visualizations.

easy-mcp

用 Typescript 实现极其简单的模型上下文协议服务器

Postgres MCP Server

Enables interaction with PostgreSQL databases through MCP, allowing users to explore database structures, inspect table schemas, and execute read-only SQL queries.

Yuque MCP Server

Enables interaction with Yuque (语雀) knowledge base platform through their API. Supports document management, search, and repository operations including creating, reading, updating, and deleting documents in multiple formats.

Papers with Code MCP Server

Enables searching and discovering machine learning papers, state-of-the-art benchmarks, tasks, datasets, methods, and leaderboards from Papers with Code. Supports mapping papers to their benchmark results and browsing evaluation tables.

FreshMCP

Provides standardized MCP interfaces for Azure services including Cosmos DB operations (container and item management) and AI Search operations (index management), deployed through Azure API Management gateway.

Dynamic API Server (MCP)

一个基于 MCP 协议的模块化动态 API 服务器，为 AI 助手提供丰富的工具能力，同时显著降低 prompt token 的消耗。

mcp-omnienv-nix

Enables creation of ephemeral, polyglot development environments using Nix for on-demand execution of code with specific dependencies across Python, Node.js, Ruby, R, and Lua without cluttering the system.

Bloodhound-MCP

血猎犬 API 的 MCP 服务器 (Xuè liè quǎn API de MCP fúwùqì)

rag-browser

一个为人类和 AI 设计的浏览器自动化工具 - 使用 Playwright 构建，针对 Bun 运行时优化，支持 CLI 和 MCP 服务器模式，用于网页分析和自动化。

SQL Server MCP Server for Windsurf IDE

用于 Windsurf IDE 的 SQL Server MCP 服务器 - 提供 SQL Server 集成功能的独立 MCP 服务器

GitHub MCP Server

日常系列作业 (Rìcháng xìliè zuòyè)

MCP Headless Gmail Server

一个无头服务器，可以通过 API 调用读取和发送 Gmail 电子邮件，无需本地凭据或浏览器访问，专为在容器化环境中远程运行而设计。

Hello World MCP Server

A simple demonstration server for the Model Context Protocol that provides tools for creating and managing greetings with support for multiple transport methods (stdio, HTTP, SSE).

🚀 Operative.sh Web QA Agent MCP Server

一个评估 Web 应用程序的 MCP 服务器。

mcp-internet-speed-test

mcp-internet-speed-test

OneNote MCP Server

A Model Context Protocol server that enables AI language models like Claude to securely interact with Microsoft OneNote data, allowing for reading, writing, searching, and comprehensive editing of notebooks, sections, and pages directly through an AI interface.

GlassTape Policy Builder

Converts natural language security requirements into validated Cerbos YAML policies with automated testing and red-team analysis, enabling AI governance with zero-trust guardrails for tool calls, data access, and compliance frameworks.

LibraLM MCP Server

Access 50+ AI-generated book summaries and chapter breakdowns directly in Claude Desktop. Search books by title, author, or ISBN, and get instant access to key insights from business, self-help, and educational books.

Columbia MCP Server

提供可扩展的、容器化的基础设施，用于部署和管理模型上下文协议服务器，并具备监控、高可用性和安全配置。

tpm-mcp

An AI-powered Technical Project Manager that enables Claude to track projects, features, and tasks locally using SQLite. Break down complex features, track progress and blockers, and manage hierarchical project structures through natural conversation.