发现优秀的 MCP 服务器

GPAC Test Suite MCP Server

Provides intelligent access to GPAC multimedia framework's 8,600+ test cases, enabling AI assistants to answer questions about GPAC usage with precise, validated command-line examples. Users can ask natural language questions and get reliable GPAC commands for multimedia processing tasks like DASH streaming, MP4 encryption, and subtitle handling.

br-docs-mcp

MCP server for validating and generating Brazilian documents (CPF, CNPJ, and bank boletos) with 6 tools, a resource, and a prompt.

Auckland Transport MCP Server

Enables searching for Auckland public transport stops and retrieving real-time transit schedules and timetables using the Auckland Transport API with GTFS standardized data.

Before Users Do

Browser-backed QA MCP server that lets coding agents test web apps, collect browser evidence, and return fix-ready reports before shipping.

solidworks-mcp

Enables building and modifying parametric solid models in a local SOLIDWORKS installation via the COM API.

expense-splitter-mcp

A Model Context Protocol (MCP) server for managing shared expenses between groups, with tools for group management, expense tracking, and debt simplification.

rpmc-superops-mcp

Provides authenticated, read-only access to SuperOps data via MCP, supporting stdio and HTTP transports with privacy-safe redaction.

OpenAPI Client Generator MCP

一个基于 TypeScript 的 MCP 服务器，它能从 OpenAPI 规范生成 API 客户端，并允许通过自然语言实现自动化代码生成。

research-mcp

Search and read arXiv papers directly from Claude. Supports keyword, author, category, and date filtering plus full PDF text extraction so Claude can read, summarise, and reason over entire papers, not just abstracts.

MCP Affinity Designer Server

This MCP server enables AI assistants to interact with Affinity Designer for document manipulation, layer management, export operations, and tool automation.

lawruler-mcp

MCP server for LawRuler Legal CRM. Provides 15 tools for lead/intake creation, retrieval, and management.

GitHub MCP Test Repository

GitHub MCP 服务器功能的测试存储库

easyeda-mcp

MCP server for AI-assisted PCB design with EasyEDA Pro, enabling inspection, review, and automation of schematics, PCBs, and manufacturing export.

Seattle Fire Department MCP Server

Enables real-time monitoring of Seattle Fire Department incident data, allowing users to check for active fires, evacuation orders, and retrieve live emergency response information through natural language queries.

FortiManager Code Mode MCP

Enables AI agents to interact with Fortinet FortiManager through a minimal MCP interface using sandboxed JavaScript for querying the API spec and executing JSON-RPC calls.

NetLens

An MCP server that fetches any URL and returns clean Markdown, plus web search with real links.

HackMD MCP Server

一个模型上下文协议服务器，使 AI 助手能够与 HackMD API 交互，以管理笔记，包括创建、读取、更新和删除笔记。

astro-ai-locator-mcp

Resolves a UI element hash from an Astro dev server to its source file, line, and column, enabling AI agents to edit the exact code.

Canvas AIGC

A MCP server that bridges web canvas with local Codex/Claude, exposing 23 tools for reading, creating, modifying, connecting, and generating canvas content via local HTTP bridge and stdio MCP.

agy-mcp

Wraps Google Antigravity CLI into 11 typed MCP tools, enabling any MCP client to invoke agy for code review, prototyping, execution, and long-running tasks.

Expense Tracker MCP Proxy

A proxy server that connects to a remote FastMCP expense tracker, enabling users to add, list, update, delete, and summarize expenses with categories and date ranges through natural language.

CodeLogic

Interact with CodeLogic, a Software Intelligence platform that graphs complex code and data architecture dependencies, to boost AI accuracy and insight.

ESP32-CYD Wi-Fi Analyzer MCP

Enables AI assistants to scan and analyze nearby Wi-Fi networks for security vulnerabilities, control an ESP32-CYD device's display and RGB LED, and receive real-time threat alerts via USB serial communication.

elephantasm-mcp

MCP server for long-term agent memory, providing persistent memory, searchable knowledge, and evolving identity for AI agents.

mcp-twikit

MCP server for interacting with Twitter, enabling search tweets and fetching timeline via natural language.

MCP Unity

An MCP server that connects AI assistants to Unity Editor. It enables executing menu items, manipulating GameObjects, managing scenes, creating materials, running tests, and controlling play mode, all through natural language.

ZenTao MCP Server

Enables interaction with ZenTao project management software through its REST API. Supports bug tracking, product management, and issue resolution with secure authentication for streamlined development workflows.

access-calibre

Enables LLMs to interact with a local Calibre Content Server to search libraries, list books, retrieve ebook content, chapters, and more.

Openrouter-Nano-banana-assets-generator-MCP

An MCP server that enables AI assistants to generate and edit professional web assets using OpenRouter's Nano Banana Pro image generation model, with support for asset packs, brand consistency, and advanced image editing.

SecurityStack MCP

Unified MCP server that gives AI agents security tools to audit MCP configs, redact secrets/PII, vet skills, check dependencies, and scan networks.