发现优秀的 MCP 服务器

Inspektor Gadget MCP Server

Debug your Container and Kubernetes workloads with an AI interface powered by eBPF

MaestroMCP

Enables AI assistants to control MIDI devices and synthesizers through WebMidi.js integration. Provides tools for sending notes, control changes, creating virtual ports, and executing complex musical sequences.

Trino MCP Server in Go

一个用 Go 语言实现的高性能 Trino 模型上下文协议 (MCP) 服务器。

shadow-cljs-mcp

一个模型上下文协议服务器，用于监控 shadow-cljs 构建，并为 ClojureScript 项目提供实时构建状态更新，从而允许 LLM 在进行代码更改后验证构建状态。

Autotask MCP Server

Enables AI assistants to directly interact with Autotask PSA for ticket triage, time logging, company lookups, project management, and more via natural language.

mcp-honojs

A lightweight Hono.js middleware for building Model Context Protocol servers using a simple, fluent API and supporting both SSE and HTTP transports. It enables developers to create type-safe, edge-ready MCP-compatible APIs with built-in session management.

mcp2mqtt

An MCP server that bridges the physical world and AI models by enabling natural language control of IoT hardware via the MQTT protocol. It supports real-time device monitoring, command publishing, and response handling for seamless integration between AI clients and physical devices.

musashi-mcp

Exposes Musashi market intelligence as MCP tools for clients like Claude and ChatGPT, enabling text analysis, arbitrage detection, market movers, wallet activity, and smart money tracking.

PDF2ZH MCP Server

An MCP server that translates scientific PDF documents while preserving original formulas, charts, and layout. It utilizes an OpenAI-compatible backend to provide tools for document translation and language listing.

AI Context MCP

Provides real-time, version-pinned documentation from 57+ AI/ML libraries to LLMs, preventing hallucinated APIs by fetching current docs and changelogs directly from GitHub.

Qdrant RAG MCP Server

Enables context-aware semantic search across codebases using Qdrant vector database with intelligent GitHub issue resolution, Projects V2 management, and progressive context retrieval for 95%+ token reduction in AI-assisted development.

Monti APM MCP Server

Integrates Monti APM with the Model Context Protocol to provide AI assistants with access to Meteor application performance monitoring data. It enables users to monitor system metrics, analyze method execution traces, and track application errors through natural language.

Mobile Xray MCP

Enables AI-powered screenshot capture and UX/UI analysis of iOS simulators and Android emulators directly from your IDE.

Remote MCP Server (Authless)

Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing you to add custom tools and connect to MCP clients like AI Playground or Claude Desktop.

Starwind UI MCP Server

A TypeScript implementation of a Model Context Protocol server providing tools to help developers work with Starwind UI components.

TeleBotHost MCP Server

Enables AI clients to manage Telegram bots via the TeleBotHost Developer API, including bot lifecycle, storage, broadcasts, and community store operations.

nip-checker-mcp

Enables real-time verification of Polish NIP (Tax Identification Numbers) using the official Ministry of Finance API. Also supports checking if a bank account belongs to a specific NIP.

Ableton AI

Controls Ableton Live from an AI assistant with ~130 commands for tracks, instruments, effects, MIDI clips, automation, and mixing.

Expense Tracker MCP Server

Enables tracking and managing personal expenses through a local SQLite database. Supports adding, editing, deleting, listing, and summarizing expenses by category, as well as managing credit accounts.

strava-mcp

MCP server for Strava integration, enabling LLMs to query activities, athlete stats, segments, routes, and perform training analysis.

px4-ulog-mcp

MCP server for inspecting PX4 ULog flight logs, enabling AI assistants to understand, debug, and reason about drone systems.

memoire

Design system MCP server. 20 tools: extract design tokens from any URL, pull from Figma or Penpot, generate React + shadcn/ui components from specs, run WCAG audits, sync tokens bidirectionally.

WHOOP MCP Server

Exposes WHOOP recovery, sleep, strain, and workout metrics to MCP-compatible AI assistants using OAuth 2.0 authentication, enabling daily wellbeing snapshots, trend analysis, and workload recommendations.

btcpayserver-mcp

A comprehensive Model Context Protocol (MCP) server for BTCPayServer integration, providing tools for payment processing, store management, user administration, webhook handling and more with full API coverage.

PolyMarket MCP Server

Enables LLM agents to search, navigate, and filter PolyMarket prediction market events with smart tools for data exploration. Features in-memory caching and background updates for instant queries across markets, liquidity, and analytics.

Rust Coder

Enables AI agents to generate, compile, and fix Rust projects from natural language descriptions using LLMs and the Rust compiler.

habitify-mcp-server

Enables AI assistants to manage Habitify habits, journals, moods, and notes through the Habitify API, with tools for adding, deleting, and retrieving habit logs and other data.

ProxmoxMCP-Plus

Enables comprehensive management of Proxmox virtualization environments, including VM and container lifecycle, snapshots, backups, monitoring, and OpenAPI integration.