发现优秀的 MCP 服务器

test-mcp-server

测试 MCP 服务器的仓库

Web Icons Generator CLI MCP

Generates all required web app icons and manifest files from a single source image with framework auto-detection. Supports Next.js App Router, traditional web apps, and PWA standards with zero configuration.

LlamaCloud MCP Server

一个 MCP 服务器连接到 LlamaCloud 上的托管索引。这是一个基于 TypeScript 的 MCP 服务器，它实现了与 LlamaCloud 上的托管索引的连接。

Memory MCP Server

提供知识图谱功能，用于在内存中管理实体、关系和观察，并具有严格的验证规则以保持数据一致性。

SCAST MCP Server

通过静态分析将代码转换为 UML 图和流程图，从而实现代码结构的可视化和功能解释。

Java Decompiler MCP Server

An MCP server that uses the CFR decompiler to convert Java .class and .jar files back into readable source code. It supports single-file, batch, and recursive directory decompilation with automated CFR tool management.

DeepView MCP

一个模型上下文协议服务器，它使像 Cursor 和 Windsurf 这样的 IDE 能够利用 Gemini 广泛的上下文窗口来分析大型代码库。

Food Data Central MCP Server

一个模型上下文协议服务器，使 Claude 能够搜索和访问来自美国农业部食品数据中心数据库的详细营养信息。

Azure DevOps MCP Server

Azure DevOps 的 MCP 服务器

MCP Binance

Enables users to fetch real-time cryptocurrency market data from Binance including OHLCV prices, mark prices, funding rates, and open interest for both spot and futures markets. Provides easy access to Binance trading data through a simple JSON-RPC interface.

Jokes MCP Server

Enables users to fetch jokes from various categories including Chuck Norris and dad jokes through a standardized MCP interface. Demonstrates integration between Microsoft Copilot Studio and MCP servers for humor-based interactions.

📦 mcp-client-go

一个用于 Go 的 MCP 客户端，可以集成多个 MCP 服务器。

HireBase MCP Server

提供与 HireBase Job API 交互的工具，使用户能够通过自然语言使用各种条件搜索职位，并检索详细的职位信息。

Code Summarizer MCP

允许像 Claude Desktop 和 Cursor AI 这样的 LLM 工具通过模型上下文协议服务器访问和总结代码文件，从而提供对代码库内容的结构化访问，无需手动复制。

mcp-tenki

获取日本的天气 (Huòqǔ Rìběn de tiānqì)

iOS Automation MCP Server

A Model Context Protocol server that enables AI assistants to interact with iOS simulators, perform accessibility testing, manage apps, and automate complex iOS workflows.

deBridge MCP Server

Enables cross-chain cryptocurrency swap quotes and operations using the deBridge DLN protocol. Provides read-only access to swap estimates, supported chains, token information, and order status tracking across multiple blockchain networks.

apple-notes-mcp

允许 AI 从您的本地 Apple Notes 数据库读取数据（仅限 macOS）。

Crawl4AI+SearXNG MCP Server

Provides AI agents with complete web search, crawling, and RAG capabilities through a Docker-based solution combining Model Context Protocol, Crawl4AI, SearXNG, and Supabase.

GitLab MCP Server

Connects AI assistants to GitLab, allowing users to manage merge requests, view reviews, and interact with discussions through natural language queries.

Gemini Watermark Remover

Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, and WEBP formats. The server provides tools to process local files with configurable output quality and compression settings.

Talk to Figma MCP

一个 MCP 服务器集成，使 Cursor AI 能够与 Figma 通信，允许用户通过自然语言命令以编程方式读取设计和修改设计。

mcp-server-moltmark

Manages agent certification by tracking trust scores, capabilities, and test results via a PostgreSQL database. It allows users to verify agent skills, report test outcomes, and automatically certify agents based on performance thresholds.

IDA Pro MCP Server

一个模型上下文协议服务器，使人工智能助手能够与 IDA Pro 交互，以进行逆向工程和二进制分析任务。

memory-bank-loader-mcp

这是一个 MCP 服务器，用于一次性检索内存库目录中的所有文件。其目的是减少加载内存库时 AI 工具的调用频率，从而节省时间和金钱。

Persona 4 Golden MCP Hack 🦀💰

《女神异闻录 4 黄金版》的基于 Rust 的 MCP 内存修改工具。

Agent Farm

An orchestration platform for deploying parallel swarms of tool-enabled AI agents to perform complex tasks like code generation, system monitoring, and multi-perspective analysis. It features a unique chunked write pattern that enables the creation of large-scale documents and code files by assembling parallel agent outputs.

mcp-playwright

🚀 Active Fork of executeautomation/mcp-playwright This repository is an actively maintained continuation of the original MCP Playwright server: >👉 https://github.com/executeautomation/mcp-playwright A Model Context Protocol server that provides browser automation capabilities using Playwright.