发现优秀的 MCP 服务器

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.

mcp_command-line_tool

mcp\_command-line\_tool

MuseScore MCP Server

A Model Context Protocol server that provides programmatic control over MuseScore through a WebSocket-based plugin system, allowing AI assistants to compose music, add lyrics, navigate scores, and control MuseScore directly.

MCP Server Reddit

一个服务器，允许通过公共 API 与 Reddit 互动，从而能够通过模型上下文协议浏览首页帖子、检索子版块详情以及阅读帖子评论。

Firebase MCP Server

Enables inspection and querying of Firestore data and Cloud Function logs within the Firebase Emulator environment. It provides tools to navigate collections, retrieve documents, and filter function logs using regex and other criteria.

MCP NMAP Server

使人工智能助手能够使用NMAP执行网络扫描操作，通过人工智能对话提供用于网络分析和安全评估的标准化界面。

MarketAuxMcpServer

A MCP Server Implementation that integrates the Marketaux api providing search based on entity, countries, industries, symbols etc.

RAG Documentation MCP Server

提供通过向量搜索检索和处理文档的工具，使 AI 助手能够使用相关的文档上下文来增强其响应。

MCP MariaDB Server

Enables AI assistants to interact with MariaDB databases through standard SQL operations and advanced vector/embedding-based search. Supports database management, schema inspection, and semantic document storage and retrieval with multiple embedding providers.

mcp-server-jupyter

用于 Jupyter Notebook 和 JupyterLab 的 MCP 服务器

Time Tools MCP Server

A Model Context Protocol server for time manipulation tasks, enabling AI models to get the current date/time and calculate duration between timestamps.

test-newsapi-mcp

Provides AI agents access to news aggregation from 80,000+ sources via the NewsAPI. Supports both authenticated access with API keys and pay-per-use via HTTP 402 protocol with blockchain payment verification.

MCP Docker Server

Enables secure Docker command execution from isolated environments like containers through MCP protocol. Provides tools for managing Docker containers, images, and Docker Compose services with security validation and async operation support.

MCP Weather & Files AI Server

An advanced Model Context Protocol server that integrates real-time weather data, local file system navigation, and geographic information with AI-powered analysis tools. It enables users to perform complex data evaluations and manage files while accessing live climatic and demographic data through compatible MCP clients.

pumpswap-mcp

pumpswap-mcp

Notion MCP Server

一个用于 Notion 集成的简单 MCP 服务器实现

MCP Databases Server

Enables LLMs and agents to interact with relational databases (SQL Server, MySQL, PostgreSQL) through MCP tools. Supports executing queries, inserting records, listing tables, and exposing database schemas with secure credential management.

mcp-figma

具有完整 API 功能的 Figma MCP

Nexus MCP Server

Enables hybrid web search and intelligent content extraction, combining semantic search with documentation-optimized reading that strips noise and returns clean, token-efficient context for AI agents.

YetAnotherUnityMcp

一个 Unity 主控协议实现，它允许 AI 代理控制和与 Unity 交互，使它们能够通过基于 WebSocket 的通信系统执行代码、查询编辑器状态、修改游戏对象以及捕获屏幕截图。

Financial Analysis MCP Server

一个 MCP 服务器，为你的 LLM 提供金融分析能力。

GCP BigQuery MCP Server

Enterprise-grade MCP server for Google Cloud BigQuery with keyless Workload Identity Federation authentication, enabling secure SQL query execution, dataset management, and schema inspection with comprehensive audit logging and encryption.

MCP Filesystem Server

一个模型上下文协议服务器，提供与文件和文件系统安全且智能的交互，为处理大型文件和复杂目录结构提供智能上下文管理和高效的令牌操作。

UUID MCP Provider

一个简单的模型上下文协议（Model Context Protocol）服务器，它在被大型语言模型（LLM）调用时生成基于时间戳的 UUID（v7）。它提供按时间顺序排序的唯一标识符，且无需任何输入参数。

Puch AI MCP Starter

A starter template for creating MCP servers compatible with Puch AI, featuring built-in tools for job searching and analysis, plus basic image processing capabilities. Includes authentication and deployment guidance for extending Puch AI with custom tools.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright on Cloudflare Workers, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

vSphere MCP Server

Enables AI agents to manage VMware vSphere virtual infrastructure through comprehensive operations including VM power control, snapshot management, resource monitoring, performance analytics, and bulk operations with built-in safety confirmations for destructive actions.

Sats4AI

Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image generation, text generation, video, music, speech, 3D models, file conversion, and SMS — no signup or API keys required.

MCP API Service

一个模型上下文协议 (MCP) 服务器，它与系统 API 交互，允许用户检查连接、搜索员工、登记早餐以及按班次更新化学品信息。