发现优秀的 MCP 服务器

Rules MCP Server

An MCP server that allows coding agents to look up contextual rules and patterns on demand, providing just-in-time guidance for specific tasks like writing tests or authoring UI.

autoglm-mcp

Enables AI agents to analyze and interact with Android phone screens via ADB, using the AutoGLM model to answer queries about screen content and coordinates.

spoolman-mcp

Enables AI assistants to manage 3D printer filament inventory through Spoolman's API, allowing natural language queries and commands for CRUD operations on vendors, filaments, spools, settings, and more.

Todoist MCP Server

A self-hosted MCP server that wraps the official Todoist AI package to provide over 35 tools for managing tasks and projects. It features a Dockerized setup with automatic TLS, enabling seamless integration with AI clients like Claude and Cursor.

Paper Search MCP Server

Enables searching, downloading, and reading academic papers from multiple platforms including arXiv, Semantic Scholar, PubMed, bioRxiv, medRxiv, IACR, Google Scholar, RePEc/IDEAS, and Sci-Hub with PDF to Markdown conversion.

CSMAR MCP Server

Enables direct access to CSMAR financial databases through Claude Code. Supports 240+ databases including financial statements, stock trading data, and company information with intelligent login management and 11 MCP tools.

MCP Spring Boot Toolkit

Provides tools and guides for Spring Boot development including code generation, security audit, and query optimization.

research-prompt

MCP server that provides a prompt template to generate family stories based on a given topic.

vision-mcp

A Python-based MCP server that adds image analysis capabilities to text-only LLMs via a single analyze_image tool, supporting local files, URLs, auto-scaling, and multiple OpenAI-compatible APIs.

Whoop MCP Server

Integrates WHOOP biometric data into Claude and other MCP-compatible applications, providing access to sleep analysis, recovery metrics, strain tracking, and biological age data through natural language queries.

mcp-openligadb

Enables querying community-run, keyless football/soccer match data from OpenLigaDB through natural language or direct tool calls.

Twilio SMS MCP Server

Enables AI agents to send, receive, schedule, and manage SMS and MMS messages using the Twilio Programmable Messaging API. It provides comprehensive tools for handling bulk messaging, conversation threads, and real-time inbox monitoring through a secure, production-grade architecture.

CodeGuard

MCP server that analyzes TypeScript/Prisma projects, builds dependency graphs, and protects against dangerous modifications and silent regressions.

ArchiMate MCP Server

Enables AI assistants to create, validate, and visualize ArchiMate 3.2 enterprise architecture diagrams through natural language. Supports all 55+ element types across 7 architectural layers with Mermaid diagram generation and XML export capabilities.

image-video-generation-mcp

Enables image and video generation using BigModel AI's CogView and CogVideoX models via MCP, supporting batch image generation and various configuration options.

billionverify-mcp

Connects AI assistants to BillionVerify email verification via the Model Context Protocol, supporting single and batch email verification, account balance checks, and webhook management.

MindBridge MCP Server

一个 AI 路由器，可以将应用程序连接到多个 LLM 提供商（OpenAI、Anthropic、Google、DeepSeek、Ollama 等），并具备智能模型编排能力，从而能够针对不同的推理任务在模型之间进行动态切换。

MATLAB MCP Tool

Enables interactive MATLAB development by allowing users to execute scripts and specific code sections, manage workspace variables, and capture generated plots. It integrates with the MATLAB Python Engine to provide persistent execution context for MCP-compatible clients.

Universal Memory MCP Server

A portable MCP server providing a shared intelligent memory system for any MCP-compatible AI tool, enabling storage, retrieval, extraction, and governance of memories across sessions.

Outline MCP Server

An MCP server that enables reading, writing, and searching documents in Outline via its API. It supports document management, full-text search, and collection organization using Markdown formatting.

AutoEQ MCP Server

Provides access to a database of over 8,800 headphones and IEMs for equalization settings, sound signature analysis, and Harman preference scores. It enables AI assistants to search, compare, and recommend headphones based on frequency response measurements and parametric EQ profiles.

LINE Bot MCP Server (SSE Support)

Integrates the LINE Messaging API with AI agents via the Model Context Protocol, supporting both stdio and SSE transport protocols. It allows agents to send messages, manage rich menus, and retrieve user profile information for LINE Official Accounts.

OpenSCAD MCP Server

Enables AI assistants to render 3D models from OpenSCAD code, generating single views or multiple perspectives with full camera control. Supports animations, custom parameters, and returns base64-encoded PNG images for seamless integration.

Travel Agent MCP

Free travel utilities plus live x402 travel itelligence: $0.01 Travel Pulse disruption and emergency-awareness checks, day trips, weekend getaways, creator experiences, weather-aware planning, mobility options, currency conversion, airport checks, and timing guidance.

MCP Server

A unified Model Context Protocol server with pluggable tools and independent endpoints, allowing clients to selectively add specific tools like calculator, echo, and time utilities with fault isolation and secure authentication.

Browserbase MCP Server

Enables AI to control cloud browsers and automate web interactions through Browserbase and Stagehand. Supports web navigation, form filling, data extraction, screenshots, and automated actions with natural language commands.

ara-rgaa-mcp

Enables to manage RGAA accessibility audits on the Ara platform via MCP-compatible clients like Claude Code or Codex, supporting full CRUD operations and audit lifecycle without manual login.

@thatworkagency/mcp-shopify

Model Context Protocol server providing read-only access to Shopify Admin API for products, orders, customers, and shop information with multi-store support via HTTP.

NetContext MCP

Enables AI assistants to execute SSH commands on network devices using natural language, supporting multiple vendors and authentication methods for automated network management.

MCP Server for Home Assistant (HTTP Transport)

A Home Assistant Custom Component that provides an MCP server using HTTP transport, allowing AI assistants like Claude to interact with your Home Assistant instance.