发现优秀的 MCP 服务器

notation-mcp

Render music notation from a JSON score to inline SVG (Verovio + Bravura), round-trippable MusicXML, and base64 MIDI in one call. Includes pre-flight validation with concrete fix suggestions and a curated music-theory knowledge search. Free, open, no auth, sponsored by Gradus School of Music Composition.

QA-MCP: Test Standardization & Orchestration Server

Enables LLM clients to generate standardized test cases, perform quality control with lint scoring, convert to Xray/Jira format, and compose test suites (Smoke/Regression/E2E) with coverage analysis.

wps-office-mcp

MCP server enabling AI to control WPS Office (Writer/Calc/Impress) for document creation, editing, export, and live typing.

fmg-mcp

MCP server that drives Azgaar's Fantasy Map Generator in a real browser via Playwright, letting users generate maps, inspect them, and export screenshots/SVG/JSON through natural language.

Suno-MCP

Enables music generation through Suno AI, providing tools for account authentication, prompt-based track creation, and automatic downloading of audio files. It facilitates seamless AI music production workflows within Claude Desktop via Playwright-driven browser automation.

Lenses MCP Server

Manage, explore, transform and join data in Kafka topics across multiple clusters using different flavours of Apache Kafka via Lenses.io (including the free Community Edition)

mcp-mssql-server

Enables Claude Code and other MCP clients to interact with Microsoft SQL Server databases through standardized tools for query execution, schema exploration, table management, and stored procedure execution.

Nest Protect MCP Server

A production-ready FastMCP server that integrates Google Nest Protect devices with MCP, enabling monitoring and control of smoke and carbon monoxide detectors via Claude Desktop.

time-mcp

Lightweight MCP server providing system time tools (current time, date, datetime, time components, unix timestamp) for LLM applications.

Katana MCP Server

Enables seamless interaction with the Katana network for cross-chain bridging, SushiSwap trading, and Yearn vault management. It allows AI assistants to manage portfolios and execute DeFi operations across multiple networks including Ethereum, Polygon, and Arbitrum.

clipboard-vision-mcp

Enables text-only AI models to understand clipboard images by describing them through a vision model, eliminating manual file saving.

GitHub Kanban MCP Server

镜子 (jìng zi)

MCP Shell Server

镜子 (jìng zi)

frogeye-mcp

AI-powered security vulnerability detection for MCP-compatible agents, offering real-time scanning of code against a knowledge graph of 24,000+ vulnerability patterns.

Books API MCP Server

A demo MCP server that proxies a Flask REST API for books, providing tools to list books, get book details, list genres, and check API health via HTTP transport.

MCP Energy Server

Provides access to comprehensive U.S. and international energy data from the EIA API, including electricity, natural gas, petroleum, coal, renewables, CO2 emissions, and energy forecasts.

Google Workspace MCP Server

Provides 84 specialized tools for comprehensive Google Workspace automation including Gmail, Calendar, and Drive operations. Features persistent background service with centralized OAuth authentication through Composio for secure enterprise integration.

maideo

Books professional home cleaning services anywhere in metropolitan France end-to-end (coverage check, firm quote, booking creation, URSSAF "avance immédiate" enrollment, status polling). End users pay only 50% via SEPA direct debit thanks to the URSSAF immediate tax credit advance — no card payment required.

mcp-server-sparql

A generic MCP server that connects AI agents to any SPARQL 1.1 endpoint, enabling querying and updating RDF data across various triple stores.

dir-mcp

Enables AI assistants and IDEs to work with the AGNTCY Agent Directory, providing tools for validating, publishing, searching agent records, and navigating OASF taxonomies.

blue-matador-mcp-server

Enables natural language management of Bluematador monitoring, including cloud integrations, alerts, notifications, and team management.

webcrawl-mcp

Lightweight MCP server for web scraping, search, and crawling. Uses local trafilatura/DuckDuckGo by default with optional Firecrawl fallback for transport-blocked pages.

claude-history-mcp

Enables full-text search and browsing of Claude.ai conversation history by ingesting exported conversations into a local SQLite database with FTS5 indexes.

Agentic Bits Claude Plugin

Adds a live git branch status bar to the Claude footer for tracking multiple active and reference repositories. It allows users to manage repository visibility and configuration directly through natural language MCP tools.

Saudações MCP Server

Generates personalized greetings and fetches recent articles from TabNews.

QR Reader MCP Server

Enables AI assistants to decode QR codes from images, with tools for scanning full images and enhancing blurry or reflective regions before decoding, plus quality diagnostics to guide retry strategies.

rssmcp MCP server

简单 RSS MCP 服务器 (Jiǎndān RSS MCP fúwùqì)

MCP Job Matching Server

An MCP server that enables AI agents to evaluate candidate-job fit by calculating weighted match scores based on skills and requirements.

ai-mcp-terminal

Multi-threaded terminal management MCP server for AI assistants, enabling async command execution, batch operations, and real-time web monitoring with up to 100 concurrent terminals.

life-agent-mcp

Enables turning any personal-assistant REST backend into Claude-ready tools via a single MCP server, providing 38 tools for communications, finance, health, and more.