发现优秀的 MCP 服务器

El Buen Agente MCP Server

Converts the 'El Buen Agente' guide into 17 actionable tools to evaluate, contract, and build robust LLM agents.

shadcn-ui MCP Server

帮助 AI 助手通过一个基于 TypeScript 的 MCP 服务器访问 shadcn/ui 组件的文档和示例。该服务器提供组件详情、使用示例和搜索功能的参考信息。

Des MCP Server Testing MCP Server

A standardized MCP server designed for testing integration with the Des MCP Server Testing API. It allows AI agents to interact with testing endpoints using tools implemented via the Model Context Protocol.

AgentsID Guard

MCP server that protects shell, file, database, git, and HTTP operations with per-agent permission rules

yapi-mcp-server

An MCP server that enables fetching YApi interface details via a tool, allowing AI assistants to generate API code based on YApi documentation.

Trello MCP Server

Enables human-in-the-loop AI development where Trello tickets drive analysis, implementation, commits, and board sync in Cursor.

SpecFlow MCP Server

Provides an AI-driven four-stage software development workflow with role management, enabling structured requirements analysis, design, implementation, and testing.

Barnsworthburning MCP

一个模型上下文协议（Model Context Protocol）服务器，它能够让用户直接通过兼容的 AI 客户端（例如 Claude for Desktop）搜索 barnsworthburning.net 上的内容。

4o-mini-search-mcp

一个 MCP 服务器，它使用 OpenAI 的 4o-mini Search 模型，使 AI 模型能够搜索网络，从而能够以每次搜索仅几美分的价格访问最新的信息。

hr-faq-rag

MCP server that enables querying an HR FAQ document via RAG, returning accurate answers and related chunks, and supports index rebuilding and response evaluation.

MCP Diagnostics

A MCP server for Trae IDE that reads and reports diagnostic information (errors/warnings/hints) from the IDE, enabling AI Agents to provide more intelligent code analysis and suggestions.

weather-mcp-server

Provides real-time weather data from the US National Weather Service API, enabling users to fetch active alerts for any US state and 5-period forecasts for any latitude/longitude location through natural language.

AI BOM MCP

AI Bill of Materials compliance tracking and SBOM generation for AI/ML systems

pentimento-fs

A filesystem MCP server that journals every file operation (write, delete, move, mkdir) and outbound commands (exec, http) into an append-only ledger, enabling undo and compensation of actions.

KEIRO MCP Server

Enables AI assistants to search the web, conduct deep research, extract web content, and get AI-powered answers in real-time via the KEIRO API.

SuperBased Observer

Local MCP server that lets your AI coding agent query its own cross-tool project history - file/command freshness, past test failures, cost & token spend, cache status, and session handoff - over stdio, 100% local, no telemetry.

TwinCat-MCP

MCP server for TwinCAT 3 PLC development enabling AI coding agents to build, configure, deploy, and debug TwinCAT PLC projects through a standard tool interface.

KIS MCP Server

Enables Claude to trade Korean and overseas stocks, check balances, and search stock information through the Korea Investment & Securities Open API.

karrito-mcp

MCP server for Karrito - the digital catalog builder for WhatsApp sellers in LATAM, enabling AI assistants to manage store operations like products, orders, discounts, reviews, shipping, and analytics.

MCP Playground Server

Provides intelligent command completion, validation, and contextual help for the Kafka Docker Playground CLI. Integrates with GitHub Copilot to offer auto-complete suggestions, detailed command assistance, and debugging support for playground operations.

jobd

jobd is a self-hostable, GPU-aware job broker that queues and routes shell commands across your own machines — picking workers by available VRAM and tool tags, streaming logs back, and surviving across sessions. It ships native MCP integration, so agents can submit, monitor, and control long-running or GPU jobs as tools.

komodo-mcp

An MCP server that exposes the full API of the Komodo infrastructure management platform. It enables users to manage deployments, stacks, servers, and containers through tools for inspection, configuration, and operational control.

SACL MCP Server

Provides bias-aware code retrieval for AI assistants by detecting textual bias in code search, semantically augmenting code understanding beyond comments and docstrings, and intelligently reranking results based on functional relevance rather than documentation quality.

Obsidian MCP Server

Enables AI assistants to search, create, and manage notes in an Obsidian vault via 40+ local tools.

LeadClaw

MCP server that enables AI agents to discover and qualify B2B leads from Leadbay's knowledge base, with tools for lead research, enrichment, and outreach logging.

MCP MySQL Server

一个模型上下文协议服务器，它使人工智能模型能够通过标准化的接口与 MySQL 数据库交互，并提供查询、执行命令和管理数据库模式的工具。

Open Research KB

A local-first MCP server for building and querying PDF knowledge bases. It indexes PDFs into DuckDB and exposes evidence-grounded retrieval tools to separate corpus-backed answers from independent reasoning.

media-gen-mcp

A free MCP server for generating images and videos from text or other images using Agnes AI and Zhipu free models.

Factory Insight MCP Server

Provides manufacturing enterprise production capability analysis including capacity assessment, equipment details, manufacturing processes, and factory distribution. Enables users to search factories, evaluate suppliers, analyze production capabilities, and make informed procurement and investment decisions.

mcp-wikifeed

Wraps Wikimedia Feed API to provide featured articles, most-read articles, and picture of the day from Wikipedia.