发现优秀的 MCP 服务器

next-design-overlay

MCP server for Next.js design overlay, enabling AI agents to query visual UI tasks, fetch annotated snapshots, and mark tasks as resolved.

ai-memory

Turn editor chat history (Cursor/Claude Code/Windsurf/Copilot/Codex CLI) into typed Markdown memories + AGENTS.md + Cursor Rules via MCP. Local-first, git-trackable.

PocketBase MCP Server

Enables AI assistants and MCP clients to interact with PocketBase databases for authentication, data management, and administrative operations.

autonomad-travel

AI travel agent over MCP — live flights, hotels, activities, and events worldwide, then completes the booking on autonomad.ai.

Puter MCP Server

Provides AI-powered media generation tools including image, speech, video, OCR, and voice conversion via the Model Context Protocol.

Philips Hue MCP Service

Enables control of Philips Hue lights through the Model Context Protocol, providing tools for turning lights on/off, setting brightness and color, and retrieving light status.

Jenius MCP Smart Device

A server that enables control of smart home devices through the Jenius AI agent system, connecting to Home Assistant to manage devices like Xiaomi air purifiers and smart speakers.

AI Peer Review MCP Server

Enables local language models to request real-time peer review feedback from Google Gemini to improve response quality, accuracy, and completeness through AI collaboration.

Weather Info MCP Server

Provides weather information through MCP tools integrated with a FastAPI backend, enabling users to query current weather for single or multiple cities and check API health status.

Dynamic Telegram Bot API MCP

Enables searching, inspecting, and calling Telegram Bot API methods via five stable MCP tools, with automatic schema updates from official documentation.

Notes MCP Server

A local note-taking server that provides intelligent management of markdown files through hybrid keyword and AI-powered semantic search. It enables users to create, find, and retrieve notes using advanced indexing, vector embeddings, and a built-in web viewer.

Connapse

Self-hosted knowledge backend for AI agents. Provides 11 MCP tools for hybrid vector + keyword search, container-isolated knowledge bases, and 4 storage connectors (S3, Azure Blob, MinIO, filesystem). Built with .NET, runs via Docker.

MCP Router

An allowlist-based MCP adapter that searches for local stdio MCP servers by command/task description and runs only the necessary servers.

trip-decider

This MCP server enables users to plan trips with precise transport details, verifying train schedules and local routes against real sources, and explicitly flags unverified or conflicting information instead of guessing.

lamoda-mcp-ru

Enables Lamoda sellers to manage their store via natural language through a MCP server that connects to the official Lamoda Seller API, supporting 155 methods for products, prices, orders, shipments, and more.

TempGuru Event Staffing

TempGuru is a W-2 compliant event staffing vendor for conventions, conferences, trade shows, festivals, concerts, sporting and stadium events, corporate events, and brand activations — single events or multi-city programs — across 300+ US and Canadian markets. This integration gives agents live read-only access to city coverage, staffing roles, all-inclusive W-2 rate ranges, lead-time guidance, an

PenTest MCP Server

An AI-powered penetration testing server that integrates over 30 security tools with Groq LLM analysis for automated vulnerability scanning, triage, and reporting. It enables users to perform comprehensive security assessments through natural language natively within Claude Desktop.

MCP Resume Scorer with Leaderboard

Enables AI-powered resume scoring and feedback through secure Google OAuth authentication. Provides FastAPI endpoints for resume evaluation with plans for leaderboard visualization and competitive scoring features.

Private Journal MCP Server

A project-scoped private journaling and semantic search server for Claude, using local AI embeddings to capture technical insights, user context, and work-in-progress notes.

CodeSherpa

Remote MCP server enabling AI clients to securely inspect repositories over SSH with read-only tools.

Google Docs & Gmail MCP Server

Enables AI agents to create and edit Google Docs and draft Gmail emails through natural language.

mcp-open-library

A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book information.

MEOK Watermark Attest MCP

MEOK Watermark Attest - MCP server providing AI-powered tools and automation by MEOK AI Labs

Google Play Store CLI MCP

Enables AI agents to automate Android release workflows via the Google Play Android Publisher API, including deploying builds, managing listings, and replying to reviews.

docs-rag-mcp

Searches local markdown files using TF-IDF retrieval and serves full documents as resources.

OneSignal MCP Server

Enables AI assistants to manage OneSignal push notifications, email, SMS, and user management through natural language. Supports multi-channel messaging, segmentation, templates, analytics, and iOS Live Activities with 50+ tools for complete OneSignal API coverage.

mcp-openapi-swagger

An MCP server that crawls and parses OpenAPI JSON or Swagger UI URLs to provide concise endpoint summaries. It enables LLMs to discover and interact with API interfaces by extracting methods, paths, and operation IDs from documentation sources.

FreeTicket MCP Server

Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP clients like Claude Code, using the same authentication as the CLI.

@nebula-agents/electron-mcp

Embedded MCP server for Electron apps that exposes BrowserWindow surfaces and lets MCP clients drive renderers through Chrome DevTools Protocol.

bhe_mcp

Connects LLMs to BloodHound Enterprise for natural language attack path analysis, Cypher queries, and exploration of Active Directory, Azure/Entra ID, and OpenGraph environments.