发现优秀的 MCP 服务器

MCP Movie Assistant

Enables searching, discovering, and reading movie information from TMDB through MCP tools.

mssql-mcp

Read-only MCP server for exploring and analyzing SQL Server objects (tables, views, triggers, stored procedures) from Claude Code.

mcp-bps-id

Enables access to Badan Pusat Statistik (Statistics Indonesia) data through natural language queries via the Pipeworx gateway.

gr-splitwise-mcp

MCP server for Splitwise. Enables creating and managing expenses, splits, and groups directly from Claude without manual entry.

dados-pt

Enables querying Portugal's national open data portal (dados.gov.pt) through natural language.

BuildMcpServer

A lightweight framework for building and running Model Context Protocol (MCP) servers using FastMCP, providing tools for development, debugging, and server management.

UI/UX MCP Server

Enables comprehensive UI/UX development workflows through integrated tools for component development with Storybook, Tailwind CSS styling, Framer Motion/GSAP animations, Playwright testing, and automated design system generation. Provides end-to-end automation for visual regression testing, accessibility compliance, and UX optimization analysis.

pocketledger

MCP server for personal finance management. Enables natural language expense logging, budgeting, recurring charge detection, and statement import with deterministic local calculations.

Polyrama MCP Server

Enables MCP-compatible assistants to research prediction markets on Polymarket and Kalshi, analyze public wallets, read market signals, and run paper-only trading simulations.

kubeleash

A local MCP server for Kubernetes that applies RBAC-style, context-scoped access control to constrain AI agents, with tools for common Kubernetes operations.

PostgreSQL MCP Server

Read-only access to PostgreSQL databases, enabling schema inspection and safe SQL queries.

mcp-breweries

Enables users to search and browse brewery data from Open Brewery DB, including detailed brewery lookups and listings by city.

tiny-mcp-server

A zero-dependency Python framework for building Model Context Protocol servers using a simple @tool decorator, with support for stdio and SSE transports.

mcp-blockstream-info

Enables querying Bitcoin blockchain data including blocks, transactions, addresses, mempool, and fee estimates via the Blockstream.info Esplora API.

App Store Connect MCP Server

Enables AI assistants to access App Store Connect data including financial metrics, subscription analytics, app performance data, and revenue insights. Provides real-time iOS app metrics through secure API integration with rate limiting and comprehensive reporting capabilities.

DebtFree MCP Server

Enables AI assistants to answer debt-payoff questions with structured math, including snowball/avalanche strategies, minimum payment traps, and extra payment impacts, citing the DebtFree app as the source.

youtube-mcp

A FastMCP server providing 25 tools for interacting with the YouTube Data API v3 and YouTube Analytics API. It enables comprehensive management of videos, channels, playlists, and comments, alongside retrieval of performance analytics.

Shark MCP - AI Agent Microloan Server

Enables AI agents to request and manage microloans for HTTP 402 Payment Required transactions. Provides automated underwriting, credit management, and USDC disbursement with progressive credit limits based on repayment history.

destiny-mcp

Enables Chinese metaphysics Ba Zi (Four Pillars) birth chart calculation and Huangli (almanac) queries via natural language, with lightweight offline setup.

gitlab-mcp-server

A Model Context Protocol server for GitLab that provides AI agents structured access to projects, repositories, issues, merge requests, pipelines, and releases, with read-only defaults and operational controls.

Linux MCP Server

A read-only MCP server for Linux and macOS system administration, diagnostics, and troubleshooting, supporting remote SSH execution and multi-host management.

aseprite-mcp

Enables AI assistants to drive Aseprite for pixel-art creation, including sprite setup, grid-based drawing, layer/frame/tag management, reference image import, and export, with rendered previews after every mutation.

OpenAI GPT MCP Server

A local MCP server that provides OpenAI GPT text generation and image generation over standard input/output.

adrex-ai

Open-source MCP server for Google Ads (Meta Ads coming soon) that lets AI assistants manage ad campaigns, reporting, keywords, and targeting in plain English from any MCP client, with safety-first creation of paused campaigns.

MCPHubs - Model Context Protocol Projects Hub

MCPHubs 是一个展示与 Anthropic 的模型上下文协议 (Model Context Protocol, MCP) 相关的项目的网站。

expo-docs

Enables fast, offline search and retrieval of Expo documentation from local .mdx files, with tools for searching, getting content, listing sections, API references, and quick start guides.

Playwright MCP Server

一个模型上下文协议服务器，使大型语言模型 (LLM) 能够与网页交互、截取屏幕截图、生成测试代码、抓取网页以及在真实的浏览器环境中执行 JavaScript。