发现优秀的 MCP 服务器

content-qa-mcp

Enables editorial content QA over the Model Context Protocol with four local tools that analyze readability, AI-sounding language, SEO on-page factors, and produce full reports where every finding includes an actionable fix.

runkeep-mcp

Enables management of long-running development processes (such as dev servers, compilers, and watchers) from MCP hosts. Provides tools to start, stop, restart, check status, view logs, and send input to managed processes.

mcp-sqlite

MCP server that provides SQLite database operations. Allows AI assistants to query, modify and manage SQLite databases through the Model Context Protocol.

android-sqlite-mcp

Enables AI agents to directly access and query Android app databases (SQLite/Room) via ADB, supporting schema inspection and live SQL CRUD operations.

Xpenser

xpenser.cleverbrush.com is a ln open-source, self-hostable personal expense and income tracking app supporting different currencies, categories, vendors, automated invoice parsing, AI geberated reports and more.

Azure Database for PostgreSQL MCP Server (Preview)

Azure Database for PostgreSQL 托管控制平面服务器 (Azure Database for PostgreSQL Tuōguǎn Kòngzhì Píngmiàn Fúwùqì)

PR-Description Skill

MCP server that generates structured pull request descriptions from Jira tickets and git diffs, with secret scanning, clarification questions, and optional publishing via GitHub CLI.

MCP Chat

Enables interactive chat with a local LLM using MCP architecture for document management, including tools to read, edit, and format documents.

agent-handoff-mcp

Enables AI agents to exchange structured work items with an auditable lifecycle, supporting send, acknowledge, block, complete, and cancel operations via a shared SQLite-backed inbox.

spector-agent-mcp

AI-first WebGL 1/2 debugging MCP server that attaches to Chrome via CDP, enables frame capture and diagnostic analysis, and collaborates with Chrome DevTools MCP for agent-driven debugging workflows.

MCP Podcast Scraper

An MCP server that scrapes and transcribes podcast episodes from YouTube or RSS feeds using Deepgram's Nova-2 model. It allows users to track podcasts for new episodes, manage transcripts, and generate personalized summaries through Claude.

yit-player

Ai friendly CLI music player

webdev-mcp

An MCP server providing web development tools such as screen capturing capabilities that let AI agents take and work with screenshots of the user's screen.

audio-transcriber

MCP server that enables audio transcription from files (wav, mp4, mp3, flac) or microphone recording, with dynamic tool selection and enterprise-grade security.

Prefeitura SE Laranjeiras: Certidão Negativa de Débitos

Allows querying negative debt certificates (Certidão Negativa de Débitos) from the Prefeitura SE Laranjeiras official source via a read-only MCP tool.

Chinese Resume Generator

Enables users to generate professional Chinese resume PDFs from JSON data with built-in font support and customizable section ordering. It automatically handles layout, generates clickable links, and uploads the final document to a public URL for easy sharing.

MCP Server Boilerplate

A starter template for building MCP (Model Context Protocol) servers that integrate with Claude, Cursor, or other MCP-compatible AI assistants. Provides a clean foundation with TypeScript support, example tool implementation, and installation scripts for quick customization.

EdgeOne Geo MCP Server

Enables large language models to retrieve user geolocation data using EdgeOne Pages Functions. It provides a dedicated tool to fetch location information in JSON format through the Model Context Protocol.

🤖 Laravel Vibes

用于实现机器控制协议 (MCP) 服务器的 Laravel 扩展包

DevHelm MCP Server

MCP server for uptime monitoring, incidents, alerting, and dependency status.

io.github.sbrunner-atx/wsjtx-mcp

An MCP server that controls WSJT-X for amateur radio weak-signal modes (FT8/FT4, etc.) via UDP, enabling observation of status and decodes, and transmit operations like replying to CQs or sending free text.

agent-semaphore

A coordination layer for parallel coding agents that provides intent-carrying claims, conflict prediction, and a serialized landing queue to prevent merge conflicts.

x-search-mcp

Enables real-time search of X (Twitter) posts, user timelines, and trends using either xAI's Responses API or the official X API v2.

Typst MCP Server

Provides access to Typst documentation, enabling users to search, browse, and read documentation for the Typst typesetting system through natural language queries.

Alpaca Trading Bot MCP Server

Exposes Alpaca paper trading as MCP tools for checking quotes, managing a watchlist, checking market hours, and placing simulated trades.

Code Reference Optimizer MCP Server

Extracts minimal, relevant code context from multiple programming languages while analyzing diffs and optimizing imports to reduce token usage for AI assistants. Supports TypeScript/JavaScript, Python, Go, and Rust with token-aware caching.

QualityPilot

Enables querying quality procedures in natural language, retrieving relevant passages via RAG, and calculating supplier KPIs such as PPM and non-conformity rates through MCP-exposed tools.

Magestack

Local MCP server that ingests MageOS, Hyvä, and Satoshi documentation, indexes it in SQLite/FTS5, and exposes 60 specialized tools for Claude Desktop, VS Code, and other MCP-aware hosts.

valet-parking-directory

Public read-only MCP server backed by GetValetParking.com directory of 789 US valet parking operators across 31,186 cities. Discover valet operators by coordinates or city slug, filter by 9 service types, and fetch full operator profiles. No auth required.

MCP Server Gemini

A Model Context Protocol server that enables Claude Desktop and other MCP-compatible clients to leverage Google's Gemini AI models with features like thinking models, Google Search grounding, JSON mode, and vision support.