发现优秀的 MCP 服务器

网易云音乐 MCP Server

通过 MCP 协议让 AI 操控网易云音乐，实现一起听、搜歌、点歌、切歌、发私信和查歌单等功能。

Refero MCP

Enables searching the Refero design catalog in plain English and generates DESIGN.md files for any project.

Rockfish MCP Server

Enables interaction with the Rockfish AI platform for synthetic data generation, dataset management, and ML workflow orchestration through tools like TabGAN training and Manta analytics.

preflight-ios-mcp

Comprehensive MCP server for iOS Simulator automation, enabling AI agents to control simulators via tap, swipe, type, accessibility inspection, app debugging, and device management.

mcp-dice-roller

Enables rolling of standard RPG dice (d4, d6, d8, d10, d12, d20, d100, etc.) using dice notation like '3d6' or 'd20', and returns detailed results including individual rolls and totals.

AndroidBuilder MCP Server

Enables LLMs to interact with MIT App Inventor, AndroidBuilder, Kodular, or Niotron IDEs in real-time, controlling the Designer and Blocks workspace via Chrome DevTools Protocol.

Apple App Store Revenue MCP Server

Fetches revenue and download data for Apple App Store apps using the Sensor Tower API.

sdl-lab-hostops

MCP server for SDL2 lab machines providing host operations: service status, log tailing, whitelisted service restarts, serial port listing, and local status probing. It is strictly whitelisted with no arbitrary command execution.

MCP WebSearch

An MCP server for Claude Code that provides web search via Perplexity Sonar and image generation through OpenRouter, with cost-aware tool design and budget controls.

mcp-llm-behave

Exposes llm-behave's behavioral regression testing as MCP tools, allowing offline semantic similarity checks on LLM outputs without any API calls.

mcp-server

A demonstration MCP server for educational purposes, showcasing how to build and integrate MCP servers with LLM clients like Claude Desktop.

After Effects MCP Server

Enables AI assistants to control Adobe After Effects through a WebSocket-based CEP panel, supporting composition, layer, animation, effects, and render operations.

Twenty CRM MCP Server

Connects Twenty CRM with AI assistants like Claude, enabling natural language interactions with customer data. Supports CRUD operations for people, companies, tasks, notes, and advanced search.

Codacy MCP Server

A Model Context Protocol server for Codacy, reimagined with the Vurb.ts framework to provide structured perception for AI agents, featuring grouped tool exposition, guardrails, and prompt templates.

Pterodactyl MCP Server

Enables managing Pterodactyl Game Panel servers via Client and Application APIs, including power actions, files, databases, backups, schedules, and administrative operations.

Google Maps MCP Server for Cloud Run

Provides Google Maps functionality through Cloud Run, enabling route calculation, traffic analysis, route comparison, and trip cost estimation with rate-limited public access.

glm-vision-mcp

Provides image understanding and OCR via GLM-4.6V-Flash, supporting URL, base64, and local file inputs. Enables AI assistants to analyze images and extract text from screenshots, documents, and more.

Georgia Payments MCP

Enables AI agents to accept payments in Georgia via TBC Bank's hosted checkout, supporting cards, internet banking, Apple Pay, and Google Pay.

moneys3-mcp

MCP server for connecting AI clients to the Money S3 accounting system via GraphQL API, enabling operations on invoices, contacts, stock, banking, payroll, and more.

Glory MCP

Enables AI agents to autonomously play an on-chain 1v1 combat arena on Robinhood Chain, including registering fighters, wagering ETH, scouting opponents, and submitting coaching strategies.

Browser MCP

Automate your browser with AI using an MCP server and Chrome extension, enabling fast, private, and stealthy browser control with your existing sessions.

SCR Banco Central (Detalhado)

Provides detailed credit operation records from the Brazilian Central Bank's SCR system for individuals or companies, filterable by reference month and year. Enables read-only queries through a single hosted tool.

Claims Assistant MCP Server

Exposes a tool to look up motor-claim statuses from a claims system, enabling an AI assistant to answer claim-related queries with real data.

DeSo MCP Server

A comprehensive Model Context Protocol server that transforms Cursor's AI assistant into a DeSo blockchain development expert, providing complete API coverage, debugging solutions, and code generation for DeSo applications.

Apple Ads MCP Server

An MCP server for the Apple Ads Platform API that exposes 99 operations across all resources through four token-efficient tools. It enables AI agents to read and write campaigns, ad groups, keywords, creatives, budgets, reports, and more.

imagefeatures-mcp

An MCP server that provides classic computer vision feature extraction tools (color, texture, shape) for image analysis, enabling LLMs to perform precise mathematical image comparisons and quality assessments.

pseolint

Audit programmatic SEO sites for Google SpamBrain risk the way the algorithm sees them, across pages, not one page at a time. pseolint clusters your URLs into templates (e.g. /listing/:slug), samples pages from each, and returns a per-template verdict with a 0-100 risk score and the top failing rule. Fix one template, fix thousands of pages.

mcp-desktop

macOS desktop automation enabling AI agents to screenshot, switch apps and tabs, click, type, and scroll. Offers two trust levels: read-only screenshot and full UI control.

MCP Server Tester

用于模型上下文协议 (MCP) 服务器的自动化测试工具 - 正在进行中

MCP GeneLab Server

Converts natural language queries into Cypher queries against the NASA GeneLab Knowledge Graph, enabling AI-assisted analysis of spaceflight experiments and their biological effects.