发现优秀的 MCP 服务器

Gamma MCP Server

Enables generating presentations, creating from templates, and managing Gamma resources via MCP tools.

kontra-mcp

Enables users to stress-test decisions and plans with structured contrarian analysis, surfacing blind spots, hidden assumptions, and failure scenarios through multiple modes such as counter, probe, redteam, and premortem.

guerrilla-franchising-mcp-server

Franchise evaluation tools built from 81+ closed deals. Validate FDD investment ranges, identify red flags, assess readiness, and connect with a free franchise consultant. E-2 visa guide in English and Spanish.

RAG Context MCP Server

A lightweight server that provides persistent memory and context management for AI assistants using local vector storage and database, enabling efficient storage and retrieval of contextual information through semantic search and indexed retrieval.

Douyin MCP Server

Enables downloading watermark-free videos from Douyin (TikTok China) share links, extracting audio, and converting speech to text using AI voice recognition APIs.

Simple Memory MCP

Enables AI assistants to store and retrieve persistent memories with a web management interface. Supports creating, searching, and managing memories through natural language commands or a visual web dashboard.

macOS Screen View & Control MCP Server

MCP 服务器，用于截图和控制 macOS 窗口 (专为 Cursor 设计)

aadc-audit-mcp

A local MCP server that audits software projects against the UK ICO Age Appropriate Design Code (Children's Code) entirely on the user's machine.

dolphindb-mcp-server

海豚数据库-MCP服务器 (Hǎitún shùjùkù-MCP fúwùqì)

BountyVerdict Agent Decision MCP Server

Provides paid decision APIs for autonomous coding agents to diagnose GitHub Actions failures, classify flaky tests, check MCP tool drift, audit agent instructions, and compare bounties.

mem0-agent-memory

An MCP server that provides persistent memory capabilities for AI agents using Mem0, enabling storage, search, and management of contextual information across conversations with support for multiple backends and LLM providers.

container-mcp

MCP server for Apple container to manage, build, inspect, and diagnose Linux containers on macOS directly from AI agents.

mem0-mcp

MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention

git-finder-mcp

Enables natural language code search across multiple local Git repositories, allowing users to register projects, search for code, and explore file structures through Claude.

shopping-mcp

Read-only eBay search and listing lookup via the official Browse API, with filters for price, condition, buying format, shipping, and deals.

boyuan-health-bridge

MCP server for read-only access to Xiaomi Mi Fitness shared family health data, enabling queries for family members, health summaries, and historical metrics via ChatGPT.

vision-mcp

MCP server that provides visual question answering, image description, object detection, OCR, and image manipulation tools using OpenAI-compatible vision models.

MCP Duplicate File Manager Server

Enables LLM agents to find and safely delete duplicate files using content-based detection, with smart copy prioritization and dry-run mode.

MCP Log Analyzer

An AI-powered server that analyzes system log files to identify errors/warnings and recommend fixes using FastMCP, LangGraph ReAct agents, and Anthropic Claude.

Google Sheets MCP Server

用于 Google 表格的 Model Context Protocol (MCP) 服务器实现

Tech Exam MCP

MCP server for creating and taking ENEM exams with official questions, including progress tracking, scoring, and interactive UI in MCP-compatible clients.

ai-ready-ds-auditor

Enables AI IDEs to query Figma design tokens, component specs, and audit issues via MCP tools, without cloud subscriptions.

Hong Kong Commerce MCP Server

Provides access to hotel room occupancy rate data in Hong Kong through a FastMCP interface.

Swiss Meteo MCP

An experimental MCP server that provides weather information tools, including temperature lookup via wttr.io, along with note-taking capabilities for learning MCP server development with GitHub Copilot.

ableton-mcp-extended

Enables natural language control of Ableton Live through Claude, including session management, track and clip creation, device parameter adjustment, and browser browsing.

bun-runner-mcp

An MCP server that executes TypeScript/JavaScript code in a sandboxed Bun environment with permission-based security controls, code snippets, and a web management UI.

Maestro MCP

Enables AI agents to orchestrate a heterogeneous machine fleet via SSH, with unified command execution, file transfer, and dispatch of coding agents across platforms.

mcp-national-rail

An MCP server to retrieve train schedules from National Rail using the Realtime Trains API, providing tools for live departures and arrivals.