发现优秀的 MCP 服务器

aws-mcp-cloud-dev

基于 AWS MCP 服务器的 AI 驱动的云开发

WhatsApp Business MCP Server

Connects AI agents to the WhatsApp Business Cloud API, allowing them to send messages, manage templates, and retrieve account analytics. It facilitates automated customer interaction and marketing campaign management through the Model Context Protocol.

Replicate FLUX.1 Kontext Max MCP Server

Enables high-quality image generation with advanced text rendering and contextual understanding using FLUX.1 Kontext Max through the Replicate API. Supports text-to-image generation, image editing, multiple aspect ratios, and automatically downloads generated images locally.

md2confluence-mcp

Upload Markdown to Confluence with auto-converted Mermaid diagrams, code blocks, images, and tables. Supports creating, updating, and syncing pages.

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.

asterpay-mcp-server

MCP Server for AsterPay x402 Data API — market data, AI tools, crypto analytics, and utilities accessible to AI agents via Model Context Protocol. 13 pay-per-call endpoints on Base network, $0.001 USDC each. EUR settlement for AI agent commerce.

MCP Server + Private Registry

Provides an MCP server with a fetch_url tool for making HTTP requests alongside a private registry for hosting and managing server metadata. The registry implements the official MCP OpenAPI specification using a Hono-based REST API and SQLite.

Garak-MCP

Garak LLM 漏洞扫描器的 MCP 服务器 https://github.com/EdenYavin/Garak-MCP/blob/main/README.md

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。

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。

Feishu MCP Server

Enables AI assistants to directly read, write, and manage Feishu documents, spreadsheets, and multi-dimensional tables. It supports automated documentation tasks and rich text management, including Mermaid diagrams and image uploads.

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。

CodeWalker

An MCP server that indexes Python codebase structures to help AI assistants discover and reuse existing functions instead of duplicating code. It enables real-time searching of function metadata, duplicate detection, and structural analysis across multiple projects.

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。

custom_mcp_server

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

Red Team MCP

A multi-agent collaboration platform that provides access to over 1,500 models from 68 providers via the Model Context Protocol. It enables users to assemble and coordinate specialized AI teams using advanced orchestration modes like swarm, debate, and hierarchical workflows.

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.)

Rework MCP Server

Enables AI agents to manage Rework projects, tasks, and workflows through a standardized protocol. It supports task creation, job tracking, user management, and custom field configuration using natural language.

China Weather MCP Server

Enables querying weather forecasts (1-7 days) and meteorological warnings for Chinese cities using the QWeather API. Supports detailed weather data including temperature, humidity, wind, precipitation, UV index, and real-time weather alerts.

ai-dev-mcp-server-test-1743930903451

AI 驱动的开发 MCP 服务器

MOIDVK

A comprehensive Model Context Protocol (MCP) server that provides 37+ intelligent development tools across JavaScript/TypeScript, Rust, and Python with security-first design and high-performance features.

Mcp Difyworkflow Server

mcp-difyworkflow-server 是一个 mcp 服务器工具应用程序，它实现了 Dify 工作流的查询和调用，支持按需操作多个自定义 Dify 工作流。 ai, mcp, mcp-server

Git Mob MCP Server

Enables management of co-authors for pair and mob programming sessions by automatically appending Co-authored-by trailers to git commit messages. It allows users to add, list, and configure team members as active co-authors using the git-mob CLI.

TreeBeam MCP Server

Enables AI assistants to interact with the TreeBeam financial management and accounting platform. Users can list organizations and projects using secure OAuth 2.0 authentication integrated directly into their AI conversation.

mcp-for-azure-devops-boards

MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse, query and update Azure DevOps work items as if it were a project manager. Written in Rust and optimized for tokens usagem, It runs via stdio or HTTP mode and uses standard Azure authentication with az login.