发现优秀的 MCP 服务器

MCP-OpenLLM

LangChain 封装器，用于将 MCP 服务器与 transformers 库中不同的开源大型语言模型无缝集成。

MCP APP

MCP 服务器应用程序，带有 RAG (检索增强生成)

Google Chat MCP Server

提供 MCP（模型控制协议）工具，用于通过 OAuth2 身份验证访问 Google Chat 空间和消息并与之交互。

Text Analyzer

Provides comprehensive text analysis capabilities including character counting, word statistics, character type analysis, and text length validation for Korean and English text. Supports AI agents in analyzing and validating text content with detailed statistics and Unicode support.

aws-mcp-cloud-dev

基于 AWS MCP 服务器的 AI 驱动的云开发

Wordware MCP Server

一个模型上下文协议（Model Context Protocol）服务器实现，它将 Wordware 工作流作为工具直接集成到 Claude 对话中，支持诸如创始人研究、线索丰富、Notion 集成以及使用 Google 搜索解决任务等功能。

ChargeNow MCP Server

用于查找 ChargeNow 电动汽车充电站的 MCP 服务器。

SurveyMonkey MCP Server by CData

This read-only MCP Server allows you to connect to SurveyMonkey data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Basic MCP Application

一个简单的应用程序，演示了模型上下文协议（MCP）与 FastAPI 和 Streamlit 的集成，允许用户通过简洁的界面与 LLM 进行交互。

Prajwalnayak7_mcp Server Redis

镜子 (jìng zi)

Fund MCP Server

A Model Context Protocol server that provides access to a fund knowledge base. Enables users to query and interact with financial fund information through natural language.

Gemini MCP

An AI-powered Model Context Protocol server for Claude Code that provides code intelligence tools including codebase analysis, task management, component generation, and deployment configuration.

FamilySearch MCP Server

一个模型上下文协议服务器，使像 Claude 或 Cursor 这样的 AI 工具能够直接与 FamilySearch 的家谱历史数据交互，包括搜索人物记录、查看详细信息以及探索祖先和后代。

MCP Tools

A comprehensive MCP server providing tools for AI agents to interact with code, including reading symbols, importing modules, replacing text, and sending OS notifications.

Orchestrator MCP

An intelligent MCP server that orchestrates multiple MCP servers with AI-enhanced workflow automation and production-ready context engine capabilities for codebase analysis.

WhatsApp Business API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the WhatsApp Business API, allowing agents to send messages, manage media, and perform other WhatsApp business operations through natural language.

Spire.XLS MCP Server

A robust solution that enables AI agents to create, read, modify, and convert Excel files through the Model Context Protocol without requiring Microsoft Office installation.

Horoscope MCP Server

一个模型上下文协议服务器，为所有 12 个星座提供跨多个时间范围（今天、明天、本周、本月）的每日星座运势和算命。 (Alternative, slightly more formal translation): 一个模型上下文协议服务器，提供针对所有 12 个星座，涵盖多个时间范围（今日、明日、本周、本月）的每日星座运势解读和运势预测。

MCP客户端应用

移动应用程序连接到 Cloudflare MCP 服务器。 (Yídòng yìngyòng chéngxù liánjiē dào Cloudflare MCP fúwùqì.)

Branch Thinking

一个 MCP 服务器，能够管理多条思路，并提供诸如分支导航、相关思路之间的交叉引用以及从关键点生成洞见等功能。

MLflow MCP Server

一个用于 MLflow 的自然语言界面，允许用户通过模型上下文协议使用简单的英语查询和管理他们的机器学习实验和模型。

MedGemma Vertex

MCP server that routes medical questions and images to MedGemma models hosted on Vertex AI, enabling interaction with text-only and multimodal medical AI systems.

Qwen Max MCP Server

使用 Qwen Max 语言模型启用文本生成，具有可配置的参数，并通过模型上下文协议 (MCP) 与 Claude Desktop 无缝集成。

Llama 4 Maverick MCP Server

Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first local AI operations with 10+ built-in tools for file operations, web search, calculations, and custom model deployment. Features streaming support, hybrid intelligence workflows, and extensive Python ecosystem integration for research, development, and enterprise applications.

custom_mcp_server

构建自定义 MCP 服务器 (Gòu jiàn zì dìngyì MCP fúwùqì)

MCP Proxy Server

一个中心枢纽，将多个 MCP 资源服务器聚合到一个统一的界面中，使用户能够通过一个连接点访问来自多个后端服务器的工具和功能。

Moneybird MCP Server

一个模型上下文协议服务器，可以将 Claude 等 AI 助手连接到 Moneybird 会计软件，从而可以通过自然语言管理联系人、财务数据、产品和业务运营。

Meta MCP Proxy

A flexible proxy that enables discovery and execution of tools across multiple Model Context Protocol (MCP) servers and JavaScript functions, reducing context size even when dealing with hundreds of tools.