发现优秀的 MCP 服务器

Needle MCP server

镜子 (jìng zi)

Homey MCP Server

Enables interaction with Homey smart home devices through natural language, allowing users to control devices, manage zones, and trigger automation flows.

hello-mcp

A minimal MCP server providing greeting, addition, and time zone tools, plus static and templated resources.

MCTS MCP Server

A Model Context Protocol (MCP) server that enables Claude to use Monte Carlo Tree Search algorithms for deep, explorative analysis of topics, questions, or text inputs.

nan-mcp-server

MCP server exposing NaN API media tools (image generation/editing, text-to-speech, speech-to-text, embeddings, reranking) for any MCP-compatible client.

mcp-weather

Provides morning/lunch/evening weather and fine dust (PM10/PM2.5) data for multiple locations using Korean weather and air quality APIs, outputting structured text suitable for daily reports.

mcp-demo-server

This is a demo MCP server exposing SQLite-backed task management (CRUD), a calculator, and server metadata tools via the Model Context Protocol, and can be interacted with through natural language via any MCP-compatible client.

SwitchAI

AI agent for Italian energy tariff comparison. Analyzes electricity and gas bills, compares 44+ offers from 13 providers, estimates savings with full ARERA regulated cost breakdown

k-ruoka-mcp

MCP server that manages a K-Ruoka (Finnish grocery) shopping cart: read cart, add/update/remove items, clear cart, search products and stores. It uses a real Chrome browser to authenticate via cookies, enabling cart management through natural language.

ResultRail by LarryBuildsAI

Hosted MCP server that provides pay-per-success public-data result packs with source URLs, confidence, timestamps, and receipt hashes.

Apple Health Shortcuts MCP

Enables AI to read Apple Health data (activity, sleep, trends) via three read-only tools, deployed effortlessly on Cloudflare.

RAG MCP Server

Indexes PDF documents into Qdrant and exposes semantic search as MCP tools, enabling RAG-based interactions with your documents.

knowledge-mcp

语义搜索知识库，支持文档获取和索引刷新，使AI Agent能够检索团队知识。

Meeting Notes MCP Server

A self-hosted MCP server for storing, searching, and querying meeting notes with semantic search and RAG capabilities using SQLite + OpenRouter.

DingusMail

MCP server for parsing .eml email files, extracting metadata, content, and attachments with smart organization into folders. Enables AI to read and handle email files offline without triggering trackers.

MCP Flashcards

An MCP server for creating, studying, and organizing flashcard decks programmatically with features like spaced repetition and statistics tracking.

Dodo Payments

Dodo Payments MCP 服务器与代理框架集成，为 AI 驱动的支付操作（如账单、订阅和客户管理）提供轻量级、与无服务器兼容的接口。它使自主代理能够使用 Dodo Payments 安全地代表用户执行操作。

Legal AI MCP Server

Provides AI-powered legal tools including contract review, drafting, legal research, document summarization, and compliance checks via OpenRouter.

GoogleCalendarMCP

一个模型补全提示 (MCP) 插件，允许用户在 Google 日历中创建事件，并自定义诸如时间、描述、地点、参与者和时区等属性。

Garmin MCP Server

Enables AI assistants to access Garmin Connect fitness and health data, including activities, heart rate, sleep, and device information.

FinClaw

MCP server that provides AI agents with financial tools including real-time quotes, backtesting, technical analysis, and multi-exchange data via a simple CLI interface.

netscope

This MCP server enables AI agents to read and search the internet without paid API keys, supporting multiple channels like web, GitHub, RSS, YouTube, and more, with automatic browser escalation and caching.

Workhours Calendar MCP Server

Enables tracking worked hours by client, project, and task, with monthly/daily reports and natural language interaction through Claude.

construction-safety-inspector

Enables Claude Desktop to detect construction site hazards from photos, analyze incident PDFs, search similar accident cases, and generate bilingual safety reports with citations.

sql-mcp

A Model Context Protocol server for interacting with MSSQL and PostgreSQL databases, offering tools for schema exploration and SQL execution. It features configurable query modes for safety and supports advanced authentication methods like Windows Auth and SSL.

Cursor Notion MCP - Chat Logger

Logs Cursor AI chat interactions to Notion databases for documentation and knowledge management. Captures prompts, responses, context, and timestamps in a structured format for analysis and reference.

ramp-mcp: A Ramp MCP server

一个模型上下文协议服务器，它使大型语言模型（LLM）能够与 Ramp 的财务数据进行交互，通过检索、分析和运行任务，利用 Ramp 的开发者 API，并使用内存中的 SQLite 数据库来克服令牌限制。

mcp-server-firecrawl

一个实现了模型上下文协议 (MCP) 的服务器，并集成了 FireCrawl 以提供高级网页抓取功能。

OpenExp

Q-learning memory for Claude Code. Persistent memory that learns which context helps you get work done. Memories that lead to productive sessions (commits, PRs, tests) earn higher retrieval rank automatically. 16 MCP tools, hybrid BM25 + vector + Q-value scoring, local-first with Qdrant + FastEmbed.