发现优秀的 MCP 服务器

GitHub Code MCP

Enables read access to GitHub source code, including code search, file contents, symbols, and Java-aware fragment extraction, with optional per-call repository overrides.

Enhanced Web Scraper MCP Server

Enables web scraping, React app testing, and React Native web app inspection using Playwright with multi-browser support. Provides backward compatibility with regular websites while offering enhanced features for React applications including mobile viewport emulation and component analysis.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright for web automation tasks like navigation, typing, clicking, and screenshots, deployed as a Cloudflare Worker.

Google Sheets MCP Server

Enables Claude to read, write, append, and clear data in Google Sheets directly using a Google Cloud Service Account. It provides tools for real-time spreadsheet interaction, including fetching sheet metadata and managing cell ranges through simple commands.

Exhibition Big Data MCP Server

Provides comprehensive tools for querying enterprise exhibition records, searching for industry exhibitions, and retrieving detailed venue information across China. It enables users to analyze participation history and discover specific events using keyword-based fuzzy searching.

@jingjingbox/mcp-cli-bridge

Bridges CLI tools to AI assistants via MCP, enabling knowledge graph management and file reading capabilities.

Context Zero Engine

A local code-intelligence engine for AI agents that indexes repositories into a PostgreSQL-backed code graph and serves structured, token-budgeted context over MCP and HTTP, enabling targeted queries on symbols, dependencies, contracts, and impact analysis.

Zypin MCP

A lightweight MCP server for browser automation using Playwright with essential tools for navigation, form interaction, and web scraping. Provides 16 core browser automation tools with minimal setup and fast performance.

Reuters Business and Financial News MCP Server

Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.

Berlin-Search-Service

A model context protocol server that provides Berlin administrative service data, allowing AI assistants to search and retrieve over 1000 public service information provided by Berlin authorities.

Zerodha Kite MCP Server

Enables Claude to access a Zerodha trading account for historical candles, weekly/monthly zone levels and CPR pivots, EMA crossover detection, and option chain data.

postfast-mcp

Schedule and manage social media posts across 10 platforms (Instagram, Facebook, TikTok, X, LinkedIn, YouTube, Threads, Pinterest, Bluesky, Telegram) from any MCP-compatible AI assistant. Supports batch posting, media uploads, analytics, and platform-specific features like Reels, Shorts, and carousels.

nanami-products

MCP server for generating astrology chart data (Western, Jyotish, Four Pillars) using Swiss Ephemeris and AI-based interpretation.

Facts By API Ninjas MCP Server

Enables users to retrieve random interesting facts from the Facts By API Ninjas API. It supports fetching multiple facts at once through a simple limit parameter via the Model Context Protocol.

MCP Atlassian

Integration server that connects AI assistants to Atlassian products (Confluence & Jira), enabling natural language interactions for searching content, managing issues, creating documents, and updating project information.

loyaltyvip

Enables searching the public U.S. casino directory (rewards programs and tier ladders) without an API key, and accessing a player's own loyalty data with a personal API key.

Gerrit MCP Server

An MCP server that enables language models to query and manage Gerrit code reviews via the REST API.

MCP Prompt Enhancer Server

Transforms simple prompts into detailed, professional specifications using AI, designed to get better results from Claude, ChatGPT, and other AI assistants.

Skill Shelf

Enables AI agents to search, browse, install, and manage a large library of skills via only 7 MCP tools, with skills stored locally and loaded on demand to minimize context overhead.

io.github.CSOAI-ORG/coppa-ferpa-mcp

MCP server for children's privacy compliance, enabling checks under COPPA, FERPA, UK Age Appropriate Design Code, and EU AI Act provisions for minors.

DutyHub MCP Server

Enables Claude to automate project management on DutyHub, including tasks, sprints, and comments.

FireCrawl MCP Server

镜子 (jìng zi)

apollo-cache-copilot

MCP server for diagnosing Apollo InMemoryCache normalization defects, providing cache analysis and repair planning tools for React Native apps.

Intervals.icu MCP Server

Enables Claude and ChatGPT to retrieve and manage activities, intervals, events, wellness data, power curves, and custom items through the Intervals.icu API.

Rathbones Reconciliation MCP PoC

Emulates Orbus Infinity and ServiceNow CMDB as two MCP endpoints on a shared synthetic dataset to enable a reconciliation agent to compare architectural and operational data.

Vruum MCP

Provides AI agents with access to Vruum's AI revenue platform, enabling outbound, deals, pipeline, and CRM automation with 155 tools for searching, managing people, deals, outreach, and engagement, while your AI harness authors all sales and marketing prose.

Youtube Vision MCP

利用 Google Gemini Vision API 与 YouTube 视频交互的 MCP（模型上下文协议）服务器。它允许用户获取 YouTube 视频的描述、摘要、问题解答以及提取关键时刻。

expense-mcp-app

A minimal MCP server that provides expense submission and listing tools with an interactive Fluent-2 widget for Microsoft 365 Copilot and Copilot Cowork. It uses Streamable HTTP transport and anonymous auth for development.