发现优秀的 MCP 服务器

QMCP

A FastAPI-based Model Context Protocol server that enables tool discovery, invocation history, and human-in-the-loop interaction workflows. It features a Python client and CLI for managing automated tasks that require manual approval and persistence.

Servidor MCP Universal

A production-grade MCP server that centralizes AI integrations for Appwrite, Supabase, and MySQL databases. It also enables triggering n8n workflows via webhooks and performing generic REST API calls with built-in retry logic.

MCP PapersWithCode

一个服务器，它允许人工智能助手通过 PapersWithCode API 搜索研究论文、阅读论文内容并访问相关的代码仓库。

Octopus Deploy MCP Server

Enables AI assistants to inspect, query, and diagnose problems within Octopus Deploy instances. Provides read-only access to deployments, releases, projects, environments, and other DevOps resources to transform AI into your ultimate DevOps wingmate.

Odoo Accounting MCP Server

Enables querying and analyzing Odoo account journal entries for audit purposes via XML-RPC integration. It allows Claude Desktop to securely interact with Odoo accounting data to facilitate financial data retrieval and analysis.

AbletonMCP

A server that connects Ableton Live to Claude AI through the Model Context Protocol, enabling AI-assisted music production and direct control of Ableton Live features.

Instantly MCP Server

提供对 Instantly API v2 的访问，用于电子邮件营销活动和潜在客户管理功能。

Weather MCP Server

A TypeScript-based MCP server that provides simulated weather data including current conditions, forecasts, alerts, and location search functionality through both MCP protocol and HTTP API endpoints.

simple-mcp-server

一个简单的 MCP 服务器 (Yī gè jiǎndān de MCP fúwùqì)

Google Calendar MCP Server

Enables AI assistants to retrieve and access Google Calendar events by date through the Google Calendar API. Provides a simple tool interface for querying calendar data with date validation and error handling.

SAP Fiori Jetpack Compose UI SDK Documentation MCP Server

Provides programmatic access to SAP Fiori Jetpack Compose UI SDK documentation, including API references and feature guides. It enables users to list, search, and retrieve content from over 6,000 documentation files to support Android development.

mcp-registry-crewai-demo-agent

一个演示，展示如何通过 CrewAI 包装器将 Keboola Registry API 与 MCP 服务器连接，从而使 AI 代理能够利用已注册的技能。

MCP Gateway

Reduces LLM context window overhead by proxying multiple MCP servers through a few efficient dispatch tools instead of registering hundreds of individual tool schemas. It supports multi-account routing and tool discovery for both CLI-based and persistent MCP server configurations.

MCP Python Server

一个基于 Python 的模型上下文协议实现，它支持模型上下文管理服务器和客户端之间通过请求-响应架构进行通信。

prometheus-rs

Query Prometheus from CLI or any MCP client, with retries, caching, and an optional metrics exporter.

code2prompt-mcp

一个 MCP 服务器，用于分析代码库并生成上下文提示，从而使 AI 助手更容易理解和处理代码仓库。

Goal Story MCP Server

一个人工智能驱动的目标管理系统，它将传统的目标追踪转变为故事叙述，通过个性化的叙事和见解，帮助用户一次专注于一个目标，从而提高动力和成就感。

Bloomberg MCP Server

A FastMCP-based server that provides access to Bloomberg market data through simple API calls, allowing users to search securities, retrieve current and historical market data, and access bulk financial information.

PBIXRay MCP Server

Enables LLM clients to analyze and interact with Power BI (.pbix) files, providing access to data models, DAX measures, Power Query code, table relationships, and data contents through natural language.

AI PC Assistant MCP Server

Enables AI assistants to safely perform actions on your computer including file system management, command execution, clipboard access, application launching, and local search with license-based monetization built in.

token-launcher

Creates a token presale with diamond hand vesting. Tokens vest linearly, but you can only claim once. Exit early, leave the rest.

Website Scraper MCP Server

一个 MCP 服务器，它使用 Mozilla 的 Readability 引擎从网站提取有意义的内容，并将 HTML 转换为高质量的 Markdown。

Figma MCP Server

一个模型上下文协议服务器，将人工智能工具和大型语言模型连接到 Figma 设计，使它们能够提取设计数据、分析设计系统并生成开发文档。

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.

LinkedIn Intelligence MCP Server

Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, enabling profile research, content creation and scheduling, engagement automation, analytics tracking, and messaging through natural language.

XFOIL MCP Server

Enables aerodynamic analysis through XFOIL polar computations. Provides typed models and tools to run airfoil performance analyses from agents or automation workflows.

Proxmox MCP Server

一个基于 Python 的服务器，可以与 Proxmox 虚拟机监控程序进行交互。它支持安全身份验证，并提供用于管理节点、虚拟机、集群和存储的工具。

ClaudeKeep

一个 MCP 服务器，可以保存和分享 Claude Desktop 对话，允许用户私密地存储聊天记录，或者通过一个网页界面公开分享。

Obsidian Kanban MCP Server

Enables users to manage Obsidian Kanban boards within a vault by listing, reading, and creating boards or tasks. It supports moving tasks between columns and adding detailed task metadata via the Obsidian Kanban plugin.