发现优秀的 MCP 服务器

ardupilot-mavlink-mcp

Enables AI agents to interact with an ArduPilot vehicle in real-time via MAVLink, including reading state, inspecting and changing parameters, switching flight modes, diagnosing arming failures, and gated arming/disarming.

ts-language-mcp

Enables AI coding agents to interact with TypeScript projects through compiler-level code intelligence, providing tools for navigation, type information, diagnostics, refactoring, and semantic search.

WebSearch - Advanced Web Search and Content Extraction Tool

Web Search tools 是一系列工具，允许 Claude 通过 MCP 服务器访问互联网。

Hive Mind MCP Server

Automatically generates and maintains living documentation for codebases by creating hierarchical hivemind.md files and flowchart diagrams at every directory level, enabling AI navigation and real-time or retroactive documentation of code structure, requirements, and dependencies.

gmail-mcp-server

Enables reading, sending, searching, and managing Gmail through Claude using the official Google Gmail API.

Remote MCP Server

A Cloudflare Workers-based implementation of Model Context Protocol (MCP) server that enables AI tools like Claude to connect to external services through OAuth login.

obsidian-hybrid-search

MCP server that indexes Obsidian notes and enables hybrid search (full-text, fuzzy, semantic) for AI assistants to find and read notes.

exception-mcp-server

Enables AI-powered analysis of exceptions using vector similarity search and Azure OpenAI for operations teams.

NVM MCP Server

An MCP server that wraps NVM (Node Version Manager) to give Antigravity agents full control over Node.js versions without requiring Node or npm to be on the system PATH. It provides tools to install, switch between, and run commands with different Node versions directly within agent workflows.

amazon-scraper-api

Fetch live Amazon product data using Amazon Scraper API MCP server

Short Video MCP Server

A FastMCP-based service that extracts no-watermark links from 20+ video platforms (including TikTok, Kuaishou, etc.) and can convert video speech to text.

Webex MCP Server

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities.

Hello MCP

使用 MCP Python SDK 实现的最小 Python MCP 服务器示例。

umo-memory

Persistent memory for AI coding agents that stores and recalls preferences, decisions, and conventions via semantic similarity, with zero cloud dependencies and plug-and-play MCP integration for Claude Code.

RideWithGPS MCP Server

An AI-powered companion that provides access to the RideWithGPS API, allowing you to interact with cycling routes, trips, events, and user data through natural language.

Fast Context MCP

Enables AI-driven semantic code search via natural language queries, integrating with MCP clients like Claude Desktop to retrieve relevant code context from any codebase.

sonic-mcp

MCP server that connects Claude Code to Sonic Pi for AI-assisted beat making, enabling live code execution and pattern management.

pymcp-sse: Python MCP over SSE Library

用于构建基于 HTTP/SSE 的模型上下文协议 (MCP) 服务器和客户端的异步 Python 库，非常适合 AI 代理、工具集成和聊天机器人生态系统。

Roblox Executor MCP

Enables agents to interact with a running Roblox game client, execute Lua code, inspect scripts, spy on remotes, and more.

MCP cldkctl Server

A Model Context Protocol server that provides access to Cloudeka's cldkctl CLI functionality through Claude Desktop, Cursor, and other MCP-compatible clients.

filesystem-mcp

Enables AI assistants to read, write, and manage files on the local system with security features like path restrictions and optional read-only mode.

ShopGraph

Structured product data from the open web — where platform APIs don't reach. Schema.org + AI extraction. Pay per call via Stripe MPP.

NotebookLM MCP Server

Enables automated interactions with Google's NotebookLM through browser automation. Supports persistent sessions, document uploads, notebook management, and streaming chat responses for AI-powered document analysis.

GoHighLevel MCP Server

Connects AI agents like Claude Desktop to the GoHighLevel CRM platform with over 260 tools for managing contacts, messaging, and business workflows. It enables comprehensive automation of marketing, sales pipelines, and customer relationship management through natural language.

Loki Mode

Autonomous spec-to-product coding-agent CLI. Its MCP server exposes 34 tools over stdio: project state and task-queue ops, memory retrieve/store, code search, quality and verification reports, repo hotspots/co-changes, and structured findings/learnings.

Dad Joke Visualizer

Generates clean, PG-13 dad jokes using AI and creates visual illustrations to accompany them on beautiful web pages. Works seamlessly with Cursor's Auto feature for interactive joke creation through natural language prompts.

x402-mcp

A hybrid MCP server that integrates x402 payment protocol, providing tools to manage cryptocurrency payments and dynamically create HTTP endpoints protected by payments.

CryptoSignal-MCP

AI-Powered Cryptocurrency Direction Prediction & Market Signal Analysis

p2pclaw-mcp-server

A backend MCP server that enables AI agents to publish, validate, and search research papers, submit swarm-compute jobs, and invoke formal proof checking on the P2PCLAW decentralized network.

coinvoyage-paykit

Non-custodial multi-chain crypto payment gateway via CoinVoyage. 15 tools for creating PayOrders, managing webhooks, and cross-chain swaps. Supports BTC, SOL, ETH, Base, Arbitrum, Polygon, BSC, Sui, USDC/USDT.