发现优秀的 MCP 服务器

Jupyter Server MCP

A configurable MCP server extension for Jupyter Server that enables dynamic registration of Python functions as tools accessible to MCP clients from a running Jupyter Server.

Datastore MCP Server

Enables AI assistants to interact with Google Cloud Datastore, allowing them to create, read, update, delete entities, and perform queries with filtering and ordering.

OpenWeather-OneCall3-MCP

A Model Context Protocol (MCP) server that provides weather data using the OpenWeather One Call API 3.0. This server allows AI agents to access current weather, forecasts, and historical weather data for any location.

Summit53 MCP Server

Provides 48 revenue intelligence tools that let AI assistants search deals, forecast revenue, analyze pipeline risk, manage outreach, and track value delivery via natural language.

longhorn-mcp

MCP server for the Longhorn distributed storage manager API, enabling full read/write management of volumes, snapshots, backups, and other resources, with optional read-only mode and stdio/HTTP transports.

AppScope MCP Server

Self-hosted MCP server for app market intelligence, enabling tools to query app download/revenue estimates, ad intensity proxies, creator mentions, and rank history from local collected data.

MCP Launch Assistant

Manages the lifecycle of MCP services with health monitoring, auto-restart capabilities, and process tracking. Enables users to start, stop, restart, and monitor MCP services through natural language commands.

design-review-mcp

Multi-model adversarial design review MCP server that distributes design documents to multiple LLMs, retrieves project knowledge, and produces calibrated consensus summaries.

Financial Modeling Prep (FMP) MCP Server

An MCP server that provides comprehensive access to real-time stock quotes, financial statements, analyst estimates, and technical indicators via the Financial Modeling Prep API. It enables users to conduct in-depth financial analysis and track market performance through specialized tools, resources, and prompt templates.

@microservices-sh/mcp

MCP server for microservices.sh that enables planning, inspecting, composing, validating, and deploying microservices modules and templates with preview deployments.

NotNessie MCP Server

Enables Claude Code to persist and retrieve project memory across sessions, including decisions, constraints, verified commands, and context packs, via nine MCP tools.

Strava MCP Server

Connects Claude or any MCP client to the Strava API v3, enabling access to fitness data such as activities, athletes, clubs, segments, routes, and streams.

Sushimaster

MCP server for finding deals in food delivery apps (Wolt and Glovo). Enables AI agents to search restaurants and dishes, compare prices, ratings, and delivery options, and get recommendations with direct links.

e签宝 MCP Server

基于 Model Context Protocol (MCP) 的电子签署工具，支持文件上传、PDF转换、签署流程创建和状态查询等功能。

PanPan Image Generator MCP Server

AI-powered image generation and editing server for Claude Code, supporting multiple Gemini models, batch generation, shared context, and conversion to PDF/PPTX.

Habit Tracker MCP Server

Enables users to track daily habits via natural language within ChatGPT, supporting habit creation, check-ins, streak calculation, and a visual React widget for interaction.

UniFi Protect MCP

Exposes UniFi Protect's Integration REST API as tools for Claude Code and other MCP clients, providing 73 tools to manage cameras, lights, sensors, and more with safety features like read-only mode and dry-run support.

MCP E-Commerce Agent

A proof of concept MCP server that gives AI agents business context for e-commerce operations including orders, inventory, logistics, returns, claims, and payments.

Dgraph MCP Server

一个用于 Dgraph 图数据库的模型上下文协议 (MCP) 服务器实现，使用 [mcp-go](

mcp-server-motherduck MCP server

镜子 (jìng zi)

Remote MCP Server for Cloudflare

A deployable MCP server on Cloudflare Workers that enables AI tools integration without authentication requirements, compatible with AI Playground and Claude Desktop.

mcp-libgen-kindle

Searches Library Genesis for EPUBs, stores them in Google Drive, and emails them to a Kindle.

mcp-whatsapp-claude

A local MCP server that connects WhatsApp to Claude via QR code, enabling chat listing, message retrieval, and sending with automatic rate limiting for anti-ban protection.

Cortex

MCP server that lets AI agents monitor and tune neural network training in real time, with anomaly detection and guarded interventions.

Gmail MCP Server

Enables Claude to read unread emails and create draft replies in Gmail with proper threading.

Gemini MCP Server

Enables comprehensive codebase analysis using Google's Gemini CLI and its massive context window. Supports file/directory analysis, security audits, architecture analysis, feature verification, and complete project overviews for large codebases that exceed other AI models' context limits.

Image Analyzer MCP Server

Provides local image analysis tools using Pillow for dimensions, colors, metadata, and format conversion without external APIs.

claude-gmail-mcp

A Gmail MCP server that enables Claude to send, search, and read emails using either Gmail API or SMTP/IMAP backend.

Cisco RIS MCP Server

Enables querying Cisco CUCM Real-time Information Service and Performance Monitor data through MCP tools for device status, CTI connections, counter monitoring, and cluster health.