发现优秀的 MCP 服务器

Spotify Overload - More Tools (18) | More Functions | More Rocking Out

MCP server for Spotify playlist curation and management. 18 tools for song analysis, smart playlist creation, top tracks analysis, and automated recommendations.

CodeQR Remote MCP Server

Remote MCP server for CodeQR that lets you create and manage short links and QR codes, retrieve analytics, and more via natural language in ChatGPT and other MCP clients.

CryptoQuant MCP Server

Enables AI assistants to access real-time on-chain crypto analytics, whale tracking, and market metrics through natural language queries. It provides access to over 245 endpoints for comprehensive data analysis of assets like Bitcoin, Ethereum, and stablecoins.

scanpay-mcp

Enables AI agents to scan code for security vulnerabilities before execution, supporting Python and JavaScript/TypeScript with deterministic AST-based analysis and optional Solana micropayments.

hyper-mcp

一个可配置的 MCP 服务器包装器，用于 Cursor，在使用模型上下文协议时消除工具数量限制。

firmware-attestation-mcp

Hardware trust layer for sovereign AI that attests firmware trust state and gates AI inference on verified results.

World Bank Procurement MCP Server

Enables searching and fetching World Bank procurement notices using the public API. Supports filtering by country, sector, and notice type, and retrieving full details by ID.

play-store-mcp

Enables to interact with Google Play Console, allowing release management, app vitals monitoring, and APK/AAB deployment via a service account.

tribunal_trt8_ceat-mcp

MCP server for consulting the Electronic Certificate of Labor Actions (CEAT) from TRT8, providing read-only access to labor lawsuit certificates.

Web-MCP

Provides MCP tools to search and read social discussions from Reddit and X, and fetch pages blocked by bot protection, using a private Cloudflare Worker.

Unity-MCP

一个连接 Unity 和 AI 助手的桥梁，它通过一个标准化的接口，使 AI 能够与 Unity 游戏环境进行交互，从而实现代码执行、场景分析和运行时调试。

surfline-mcp

A minimal Python MCP server that provides surf forecasts for a single Surfline spot. It fetches both conditions and rating data through the get_surf_forecast tool.

Vibgrate AI Context

Local-first MCP server that gives AI assistants codebase intelligence—code graph, drift analysis, vulnerability attribution, and version-correct library docs—all from the user's machine.

apic

A server that compiles a web app's public, read-only UI into verified, typed MCP tools, and fulfills user requests against those compiled flows.

Local Memory MCP Server

Provides persistent local memory functionality for AI assistants, enabling them to store, retrieve, and search contextual information across conversations with SQLite-based full-text search. All data stays private on your machine while dramatically improving context retention and personalized assistance.

nuclei-mcp

A scoped Nuclei MCP server that only scans targets from HackerOne scope snapshots, enforcing exact, wildcard, and fuzzy matches before running scans.

OCR.space MCP Server

MCP server for OCR.space API to extract text from images and PDFs, with tools for file, URL, automatic oversized handling, and language support.

DB Analyzer MCP Server

Enables AI assistants to analyze and query SQL Server databases, including schema discovery, health checks, and data retrieval.

leave_manager

Enables natural-language-based employee leave management including leave balance checks, leave applications, approvals, and history retrieval through an MCP-compatible client.

@prmaat/mcp

Enables Claude and other MCP clients to interact with PrMaat identities, rooms, and audit proofs via tools like prmaat_me, prmaat_verify, prmaat_rooms_list, prmaat_room_read, prmaat_room_post, and prmaat_audit_proof.

mcp-ai-agent-guidelines

A TypeScript ESM MCP server exposing 20 public instruction tools and 7 utility tools, backed by 102 internal skills across 18 domain families — from requirements discovery and code quality through governance, resilience, and physics-inspired analysis.

Playwright MCP Server

一个服务器，它使用 Playwright 实现浏览器自动化，允许通过 LLM 与网页进行交互、捕获屏幕截图，并在浏览器环境中执行 JavaScript。

manim-server

An MCP server that enables creating and rendering Manim animations by building scenes with code sections and generating MP4 videos.

FIWARE MCP Server

连接 Context Broker 和其他服务的桥梁，实现 FIWARE 环境中实体发布、更新和查询的基本操作。

Travel MCP

Provides mock travel planning tools including flight and hotel search, recommendations, and multi-turn trip drafting. Supports stdio and HTTP transports and is intended for testing/demo purposes only.

mcp-nodejs-server

用于 Gentoro 服务的 MCP 服务器，使 Claude 能够与 Gentoro 交互，从而允许用户创建工具并将其集成到一个通用桥梁中，定义所有可用的功能。

UUIDv7 Generator

Generates UUIDv7 strings either individually or in batches, providing time-sortable universally unique identifiers through the Model Context Protocol.

Customer Service MCP Server

A FastMCP server for e-commerce customer service, providing secure read/write access to customers, orders, and support tickets with audit logging and monitoring.