发现优秀的 MCP 服务器

Metasploit MCP Server

在大型语言模型和 Metasploit 框架之间架起一座桥梁，使 AI 助手能够通过自然语言访问和控制渗透测试功能。

Swiftcode MCP Server

A Model Context Protocol server that automates code generation for web development, specializing in creating TypeScript API clients from Swagger/OpenAPI specs and Vue.js components for frontend development.

Coolify MCP Server

通过标准化接口与 Coolify 应用程序和资源进行交互，支持应用程序管理操作，例如列出、启动、停止、重启和部署。

AMiner MCP Server

Enables academic paper search and analysis through the AMiner API. Supports keyword, author, and venue-based searches with advanced filtering and citation data for research assistance.

MCP Testing Assistant

Enables automated testing and coverage reporting for MCP services with test execution, file generation, and mock service creation. Provides comprehensive testing infrastructure including Jest integration, coverage reports, and health checks for the MCP ecosystem.

Reddit MCP Server

Enables AI agents to search, monitor, and analyze Reddit's communities and discussions through authenticated API access with intelligent caching and rate limiting.

Roam Research MCP Server

一个服务器，它使像 Claude 这样的人工智能助手能够通过标准化的界面与 Roam Research 图谱进行交互，提供用于内容创建、搜索、检索和可选的记忆管理的综合工具。

MCP Opener

Enables opening files, folders, and URLs across different operating systems with special support for Linux Flatpak Firefox installations, handling filesystem sandboxing restrictions automatically.

FigmaMind MCP Server

从 Figma 设计中提取组件，并将其转换为标准化的 JSON 格式，以便 AI 模型和界面重建工具轻松使用。

Father-MCP

一个MCP服务器，使AI模型能够实现模型上下文协议，并提供完整的工具和文档。

Aare MCP

Enables formal verification of LLM outputs against compliance ontologies using Z3 SMT solver. Validates that AI-generated content adheres to regulatory requirements like HIPAA or mortgage compliance rules.

Mintline MCP Server

Connects AI assistants to Mintline receipts and transactions via the Model Context Protocol. It enables users to search, filter, and manage financial records, including matching receipts with bank transactions through natural language.

Kubernetes MCP Server

一个用于调试和管理 Kubernetes 的 MCP 服务器，使用自然语言。 (Yī gè yòng yú tiáoshì hé guǎnlǐ Kubernetes de MCP fúwùqì, shǐyòng zìrán yǔyán.)

MCP Translation Service

Provides multilingual text translation capabilities using Baidu Translate API with support for language detection and advanced features like context filling and zero-width character obfuscation for testing agent robustness.

Cloud Video Intelligence API MCP Server

This server enables interaction with Google's Video Intelligence API for advanced video analysis, auto-generated using AG2's MCP builder to provide a standardized multi-agent interface.

Models PLUS

Provides comprehensive AI model metadata through MCP, enabling search and filtering of 100+ AI models by capabilities, pricing, context length, and provider specifications.

TuringMind MCP Server

Enables Claude to authenticate with TuringMind cloud, upload code review results, fetch repository context and memory, and submit feedback on identified issues through type-safe tools.

Claude MCP Slack

Enables secure downloading and access to Slack files and images using authenticated Bot User OAuth tokens. Integrates with Claude Code Action to allow Claude to analyze screenshots and files shared in Slack channels.

Mochi MCP Server

Enables AI assistants to create and manage Mochi Cards flashcards, including card operations, deck management, templates, and spaced repetition reviews through the Mochi API.

Video to Text MCP Server

Enables downloading videos from platforms like YouTube and converting them to text using OpenAI Whisper and ffmpeg. It supports multiple output formats including TXT, JSON, SRT, and VTT for transcriptions.

MCP Weather Server

A Model Context Protocol server that provides tools to fetch weather alerts for US states and forecasts based on latitude/longitude coordinates using the US National Weather Service API.

MCP Agent Memory

A production-ready MCP server that enables multiple AI agents to collaborate through a shared, concurrency-safe memory space. It supports advanced search, full CRUD operations, and automatic backups to facilitate asynchronous communication between agents.

MCP Conductor

An orchestration system that coordinates multiple MCP servers to eliminate AI session startup overhead through intelligent project caching. It enables instant context loading and conversation continuity by synchronizing data across Memory, Filesystem, Git, and Database MCPs.

Bitbucket MCP Server

An MCP server that enables interaction with Bitbucket repositories through the Model Context Protocol, supporting both Bitbucket Cloud and Server with features for PR lifecycle management and code review.

Mem0 MCP Server

Provides long-term memory capabilities for MCP clients by wrapping the Mem0 API, enabling semantic search, storage, retrieval, and management of conversation memories across users and agents.

Healthcare MCP Server

一个模型上下文协议服务器，为人工智能助手提供访问医疗保健数据工具的权限，包括 FDA 药品信息、PubMed 研究、健康主题、临床试验和医学术语查询。

Naver Search Docs MCP Server

Searches for official documentation using Naver Search API and filters results with Gemini AI to identify and return authoritative documentation URLs with descriptions.

Crypto Trader MCP Tool

使用 CoinGecko API 提供加密貨幣市場數據。

MCP YAML API

A Model Context Protocol server that creates tools from API configurations defined in YAML files, allowing easy integration of external APIs into an MCP ecosystem without coding.