Discover Awesome MCP Servers

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构建为一个模型上下文协议（MCP）服务器，该服务器使用 Firecrawl API 提供高级网络搜索、内容提取、网络爬行和抓取功能。

MCP Server for Slack

一个模型上下文协议（Model Context Protocol）服务器的实现，它使 AI 助手能够与 Slack 工作区进行交互，允许它们浏览频道、发送消息、回复线程、添加表情符号以及检索用户信息。

ADLS2 MCP Server 🚀

Microsoft Azure Data Lake Storage MCP 服务器

MCP PJe Server

Enables interaction with Brazil's Electronic Judicial Process (PJe) system to search for legal processes, view case details, and download court documents. Supports secure JWT authentication and process lookup by CPF/CNPJ or party name.

MCP Swagger Server

Automatically converts REST APIs with Swagger/OpenAPI documentation into MCP tools, making any documented API accessible to MCP-compatible clients. Supports authentication, SSL handling, and flexible configuration for seamless API integration.

Clickzetta MCP Server

一个模型上下文协议服务器，它支持与 Clickzetta 数据库进行交互，允许用户运行 SQL 查询、管理表，并维护一个动态更新的数据洞察备忘录。

Texas Holdem MCP Server

一个模型上下文协议（MCP）服务器，允许人工智能代理通过 MCP 客户端接口玩德州扑克游戏。

Outsource MCP

An MCP server that enables AI applications to access 20+ model providers (including OpenAI, Anthropic, Google) through a unified interface for text and image generation.

Coreflux MCP Server

将 Claude 和其他 MCP 兼容的 AI 助手连接到 Coreflux MQTT 代理，使它们能够通过自然语言发现和执行 Coreflux 命令，从而管理模型、动作、规则和路由。

Cal Server

一个数学表达式计算器，可以处理用户输入的表达式并返回计算结果，支持基本运算和内置常量，如 PI 和 E。

Understanding MCP Architecture: Single-Server vs Multi-Server Clients

使用 LangGraph 的 MCP 架构演示，包含单服务器和多服务器客户端，利用 AI 驱动的工具调用和异步通信。

FrontendLeap MCP Server

A Model Context Protocol server that enables Claude and other AI assistants to generate personalized, contextually-relevant coding challenges in JavaScript, TypeScript, HTML, and CSS.

MCP LEDAPI Intent Controller

A Model Context Protocol server that translates high-level intents into commands for controlling an Arduino-based LED system via a RESTful interface.

Gmail MCP Server

用于与 AI 助手无缝集成的 Gmail 模型上下文协议服务器

Spring AI MCP Server

使用 Spring Boot 和 AI 的 Excel、PPT 生成服务器

GoPlus Security MCP Server

Enables blockchain security analysis using GoPlus Security API, providing rug pull detection, phishing site detection, NFT security analysis, and token security assessment across 14+ blockchain networks. Supports comprehensive security analysis for addresses, tokens, and smart contracts through natural language queries.

tl;dv MCP for Zoom, Google Meet and MS Teams

lets you interact with your meeting data (to list, ask, summarize, extract - virtually anything about your meeting) through Claude’s desktop client across Zoom, Google Meet and MS Teams via tl;dv.

Crawl4AI MCP Wrapper

Enables web scraping, crawling, and content extraction through Crawl4AI Docker API. Supports markdown extraction, screenshots, PDFs, JavaScript execution, and multi-URL crawling with reliable stdio transport.

Multichat MCP Server

一个服务器，可以同时与多个基于 Unichat 的 MCP 服务器进行通信，允许用户查询不同的语言模型，并将它们的响应组合起来，以获得更全面的结果。

JFrog MCP Server

一个实验性的模型上下文协议服务器，可以访问 JFrog 平台 API 的各项功能，包括仓库管理、构建跟踪、构件搜索和软件包安全分析。

Hacker News MCP Server

Enables access to Hacker News data including top stories, new stories, specific story details, and search functionality. Integrates with Poke to provide Hacker News content through natural language interactions.

Carbon MCP

Enables developers and designers to work with the Carbon Design System through tools for generating components, applying codemods, validating accessibility, converting design tokens, and searching documentation.

Xmind Generator MCP Server

一个 MCP 服务器，允许 LLM 创建具有分层主题结构的结构化 Xmind 思维导图，并支持诸如笔记、标签和标记等功能。

DeepResearch MCP

一个强大的研究助理，可以通过网络搜索、分析和全面的报告生成，对任何主题进行智能的、迭代的研究。

FastMCP Training Course Server

An educational MCP server example built with FastMCP that demonstrates how to expose tools, resources, and prompts to AI clients. Provides a learning foundation for building MCP servers with Python and integrating them with AI applications like IDEs and chatbots.