发现优秀的 MCP 服务器

Vitrine MCP Server

MCP server for Vitrine, the 3D product viewer platform. Enables AI agents to upload GLB models, configure scenes, publish embeds, and manage Looks.

MCP Contractor

A contract linter for AI agents that uses structured YAML contracts to define dependencies, business rules, and exports, enabling agents to work without breaking project conventions.

Simple Calculator MCP Server

A basic MCP server that provides arithmetic operations (add) and random number generation, with server metadata exposed as a resource.

Sales MCP Server

Provides AI assistants with access to sales data tools, including fetching quarterly sales information, listing available quarters, and generating sales analysis prompts for business insights.

Computer Use MCP

An MCP server for computer automation that provides tools for screenshots, mouse actions, keyboard input, and drag-and-drop functionality. It supports cross-platform desktop interaction for both Linux (X11) and Windows environments.

JSON Schema Validator MCP Server

A comprehensive server that enables validation of JSON data against JSON Schema Draft 2020-12, with support for external references, schema management, and real-time streaming validation.

inmydata MCP Server

Exposes the inmydata agents SDK as an MCP server, enabling AI agents to access inmydata's powerful data querying capabilities through a standardized interface.

Confluence MCP Server

Enables AI models to interact with Confluence knowledge bases by searching, reading, and creating pages through the Confluence REST API. It provides a suite of tools for space management, document retrieval, and content creation, including a mock mode for local testing.

AbletonMCP

Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-assisted music production and session manipulation. It enables users to create tracks, load instruments, and manage MIDI clips using natural language commands.

search-console-mcp

MCP server for Google Search Console, enabling querying site performance, URL inspection, sitemaps, and more via typed tools with OAuth authentication.

kicad-mcp-kipy

MCP server for KiCad 10 that enables AI assistants to inspect and control schematics and PCB layouts in real-time using the official kipy Python bindings.

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。

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.

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.

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。

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.

px4-ulog-mcp

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

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.

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.

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.

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.

prawo-pl-mcp

Unified MCP server for Polish legal data, enabling search and retrieval across case law, legislation, company register, tax rulings, public procurement, and EU sources through four aggregated tools.

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.

nemesis-shield

A Model Context Protocol server that gives AI coding agents 16 tools to secure what they build: install the one-line Nemesis Shield SDK, learn/approve/enforce app protection, put a domain behind a Cloudflare-like edge, guard LLMs (OWASP LLM Top 10), and create + score Omniguard business-logic fraud rules. Runs locally over stdio; the discovery tools work with no account.

Mobile Xray MCP

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

Starwind UI MCP Server

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

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.