发现优秀的 MCP 服务器

PyWA MCP Server

Provides comprehensive WhatsApp Business API functionality with 18 tools for sending messages, media, interactive buttons/lists, templates, reactions, and managing message status through the PyWA library.

MCP Template

A boilerplate for building FastMCP servers, providing a basic setup for testing, linting, formatting, and publishing to NPM.

Haxaml

Enforces a structured planning-before-building workflow for AI coding agents via an MCP server, maintaining a project diary and protocol to ensure agents understand context and success criteria.

Verge MCP Server

Enables AI assistants to manage VergeCMS blogs through natural language, providing complete CRUD operations for blogs and articles with secure browser-based authentication and automatic token persistence.

Simple HTTP MCP Server

A lightweight server implementation that exposes Python functions as discoverable tools via HTTP using the Machine-to-Machine Communication Protocol (MCP). Enables remote execution of Python functions through a JSON-RPC interface with async support and type safety.

mcp-glm-kimi-ollama

Provides three MCP servers for Claude Code to access free/low-cost LLM models: GLM (Zhipu), Kimi (Moonshot), and local Ollama, enabling chat, vision, and offline tasks via natural language.

sandboxapi-mcp

Execute code in 8 programming languages via gVisor-sandboxed Docker containers. Supports Python, JS, TS, Go, Java, C++, C, and Bash.

Raworc MCP Server

Enables AI assistants to interact with Raworc's agent runtime platform through seamless integration. Supports session management, message handling, space and agent management, and secure secret storage operations.

@scom82/topvisor-mcp

An unofficial MCP server that provides 17 tools for Yandex/Google rank tracking via the Topvisor API v2, enabling project management, keyword import, asynchronous position checks, and retrieval of history and SERP snapshots.

ImgLume MCP

An open-source MCP server that connects AI clients to ImgLume for visual inspiration, prompt improvement, image generation and editing, and video generation.

Sequential Thinking MCP Server

An MCP server that enables Claude to break down complex problems into manageable steps with support for revision and branching, facilitating dynamic and reflective problem-solving through a structured thinking process.

Vectra AI MCP Server

Connects AI assistants to the Vectra AI security platform to enable intelligent analysis of threat detection data and automated incident response workflows. It allows users to investigate threats, take response actions, and generate security reports using natural language.

mock-assistant-mcp-server

MCP 服务器助手，用于模拟数据。

obsidian-knowledge-mcp

Enables hybrid vector-BM25 search and retrieval of Obsidian vault knowledge notes, allowing AI assistants like Claude to efficiently access relevant chunks without full file reads.

Unclaimed SOL Scanner

Scan and claim reclaimable SOL from dormant Solana wallet accounts. The first Vibe Claiming MCP server.

openroute-mcp

MCP server for planning routes (hiking, biking, driving, etc.) using the OpenRouteService API. Provides tools to find coordinates, create routes with GPX/PNG/HTML output, search POIs, and compute reachable areas.

Prometheus MCP Server

Enables querying Prometheus metrics, performing cluster diagnostics, and analyzing resource usage through natural language, with automatic Kubernetes connectivity.

dj-music-metadata-mcp

MCP server for DJs to scan music folders, validate and suggest metadata via MusicBrainz/iTunes/Spotify, and batch write metadata to audio files with confidence scoring.

msloop-mcp

MCP server that provides read access to Microsoft Loop workspaces and pages by reusing your Loop web session, enabling listing, reading, and searching across Loop content without app registration.

Dental Clinic Appointments MCP Server

Enables management of dental clinic appointments through full CRUD operations, including scheduling, status tracking, and patient information management. Supports local JSON storage and allows filtering by date range, appointment type, dentist, or patient name.

yt-studio-mcp

Manage a YouTube channel through official Google APIs — videos, comments, playlists, live broadcasts, captions, and analytics — plus an auditable giveaway suite for comment-entry giveaways with deterministic winner drawing.

Tank Fight MCP

Serves the canonical Tank Fight specification, enabling clients to query game parameters, maze layouts, and rules via MCP tools.

claude-mac-bridge

MCP server that lets an AI agent delegate tasks to Claude Code on a remote Mac via SSH over Tailscale. Persistent sessions, 200k context, full Mac filesystem access.

@402md/mcp

An MCP server that transforms SKILL.md files into executable tools for AI agents, allowing them to discover and pay for services via the x402 protocol. It supports automatic payments on Stellar and EVM networks, enabling seamless integration of premium API skills.

capsulecrm-mcp

Enables natural language customer and sales management by connecting AI assistants directly to CapsuleCRM, allowing users to search, create, and update CRM data via plain English commands.

MCP Router

MCP Router 让你能够轻松管理你的 MCP (模型上下文协议) 服务器。

evo2-mcp-server

Enables DNA sequence analysis and variant effect prediction using Evo2-7B via MCP tools, providing forward inference, likelihood scoring, and batch variant comparison through natural language.

Priceminder MCP Server

Real-time Shopee competitor price monitoring, powered by AI agents through the Model Context Protocol (MCP). Enables AI agents to track, analyze, and alert on price movements across Shopee Southeast Asia.

swapi-build

MCP server that provides access to Star Wars data (people, films, planets, species, starships, vehicles) through tools like list, get, random, and search.