发现优秀的 MCP 服务器

Godot Project Doctor

Analyzes Godot GDScript files for code quality and provides refactoring plans. Includes tools for script analysis, refactoring planning, and service code generation.

Public APIs MCP

Enables semantic search and discovery of free public APIs from an extensive catalog. Provides embedding-based search over API names and descriptions, plus detailed API information retrieval.

signal_foundry_mcp

MCP server for monitoring competitor pricing pages, scraping pricing data into SQLite, and answering plain-language questions about pricing plans via Claude.

Cloudflare Authless Remote MCP Server

Enables deployment of a stateless remote MCP server on Cloudflare Workers without authentication, allowing users to register custom tools and connect from clients like Cloudflare AI Playground and Claude Desktop.

MCP Shopline

An open-source MCP server that wraps the Shopline Open API into 143 AI-callable tools for e-commerce data analysis, enabling AI agents to query orders, products, inventory, customer behavior, and promotions from Shopline stores through natural language.

mcp-api-bridge

Enables AI assistants like Claude to interact with any REST API through typed, validated MCP tools. Provides a pattern to wrap REST APIs as MCP servers.

SolidWorks MCP Server

Enables natural language control of SolidWorks 2024 through MCP, providing 87 tools for sketch, drawing, and model operations with an intelligent COM bridge that handles parameter limits.

Personal Digital Assistant MCP

Provides a set of everyday utility tools via MCP, including greetings, calculations, time, UUID generation, secure passwords, BMI/age calculation, and unit conversion.

claude-mesh

Enables two live Claude Code instances on the same workstation to exchange synchronous questions and answers via a shared SQLite file.

Ant Design MCP Server

Provides AI assistants with comprehensive Ant Design component documentation, examples, API references, and best practices. Supports multiple versions and enables natural language queries for React UI component development.

AI Office Assistant

An AI-powered office assistant using LLM, RAG, and MCP tools to answer weather queries, retrieve information from documents, and automatically generate Excel and Word reports.

reflexion-kit

MCP-native TypeScript implementation of the Reflexion verbal RL loop for language agents, providing tools to start tasks, act, evaluate, reflect, and retry with pluggable LLMs and memory.

codex-master-mcp

A local MCP server that controls two Codex CLI agent instances via tmux, enabling parallel agent operations with lifecycle management, status classification, and secure path handling.

video-mcp

This MCP server enables local-first video subtitle processing on Windows, offering tools for transcription, subtitle formatting, SRT/ASS export, FFmpeg rendering, and Kdenlive project creation without cloud APIs.

EGC

Local MCP runtime that gives persistent cross-session memory to 12 AI coding agents (Claude Code, Cursor, Codex, Gemini CLI, Windsurf, Amp, and more). SQLite-backed state survives context resets. Install: npm install -g @egchq/egc

mortgage-qa-memory

Enables Playwright QA automation with a custom Memory MCP that provides tiered retention and mortgage compliance audit, allowing AI agents to remember flakiness history and journey maps while adhering to data privacy and audit requirements.

MySQL MCP Server

An AI-to-DB secure gateway that enables AI assistants like Claude Code to interact with MySQL databases through controlled, auditable operations with permission modes and AST-level validation.

CEDAR MCP Server

Enables interaction with the CEDAR metadata repository, including fetching templates, searching BioPortal ontology terms, and managing template instances.

GitHub MCP Server

Enables AI agents to analyze employee GitHub activity including PRs, code reviews, comments, and contributions across repositories with time-range filtering for performance assessment and impact analysis.

mcp-linux-tools

Enables AI assistants to perform controlled Linux system administration tasks like reading logs, managing services, cron jobs, WordPress, and executing sandboxed Python code, with strict security constraints.

Empresa Gemini MCP

An MCP server that integrates Google Gemini with corporate management APIs to handle employees, clients, and suppliers through natural language. It enables dynamic data retrieval, record creation, and secure document listing without including sensitive data in the initial prompt.

mcp-server-example

Minimal template MCP server with OAuth login and example tools for building custom servers on the Connext platform.

eve-mcp-handshake-repro

Serves a stateless Streamable-HTTP endpoint with an echo tool, letting users observe exactly how many HTTP requests are involved in a single MCP tool call.

LocalNest MCP

A local-first MCP server that provides AI agents with safe codebase access through file discovery, hybrid lexical-semantic search, and project introspection. It features durable local memory and semantic indexing while keeping all data and processing entirely on your local machine.

Education Feeds MCP Server

Enables users to discover, read, and fetch curated educational RSS/Atom feeds with filtering capabilities.

Coupang MCP Server

Enables searching and retrieving product information from Coupang (Korean e-commerce) via affiliate API, including product search, details, category bestsellers, and affiliate link generation.

computer-use-engine

Safety middleware for AI computer use agents that monitors, enforces policies, and provides guardrails to enable safe desktop interaction.

HTML Parser AI MCP

HTML Parser AI - MCP server providing AI-powered tools and automation by MEOK AI Labs