发现优秀的 MCP 服务器

Claude Chunks

一个 MCP 服务器，能够智能地将大型文档分块，以便 Claude 高效地进行上下文感知的处理和摘要生成，从而增强文档理解能力。 (Alternatively, a slightly more literal translation:) 一个 MCP 服务器，它能智能地将大型文档分割成块，使 Claude 能够进行高效的、上下文感知的处理和生成摘要，从而提升文档的理解能力。

Refunc MCP Server

Refunc 模型上下文协议服务器

image-tools-mcp

图像工具 MCP 是一个模型上下文协议 (MCP) 服务，它使用 TinyPNG API 从 URL 和本地文件中检索图像尺寸并压缩图像。它支持将图像转换为 webp、jpeg/jpg 和 png 等格式，并提供有关宽度、高度、类型和压缩的详细信息。

Pixabay MCP Server

一个模型上下文协议服务器，它允许使用查询参数在 Pixabay 上搜索图像，并返回包含图像 URL 和元数据的格式化结果。

Veeva MCP Server by CData

Veeva MCP Server by CData

Quantitative Researcher MCP Server

提供用于管理定量研究知识图谱的工具，从而能够对研究项目、数据集、变量、假设、统计检验、模型和结果进行结构化表示。

TOOL4LM

A multi-tool MCP server that enhances local LLMs with web search, document reading, scholarly research, Wikipedia access, and calculator functions. Provides comprehensive tools for information retrieval and computation without requiring API keys by default.

Graph Memory MCP

Enables AI agents to build and query a persistent knowledge graph with entities, relationships, and observations. Features a core index system that ensures critical information is always accessible across all memory operations.

GitHub MCP Server

镜子 (jìng zi)

📝 Mozisu MCP Server 📝

用于在指定字符数内让 LLM 编写文本的 Minecraft 服务器。 (This translation focuses on clarity and directness, assuming the context is a Minecraft server designed to interact with an LLM.)

MCP Server Chart

Enables generation of 25+ types of charts and data visualizations using AntV, including bar charts, line charts, maps, mind maps, and specialized diagrams like fishbone and sankey charts. Supports both statistical charts and geographic visualizations for comprehensive data analysis and presentation.

SF Cleaning Service

Enables booking cleaning services in San Francisco by collecting customer details and automatically sending booking requests via email to service partners.

Auto Favicon MCP Server

Automatically generates complete favicon sets from PNG images or URLs, creating multiple sizes, ICO files, Apple touch icons, and manifest.json for web applications.

Qanat Goose MCP Extension

Integrates Square sandbox catalog and orders management with voice commands (via ElevenLabs) and hand gesture controls (via MediaPipe) through an interactive seller dashboard in Goose Desktop.

PostgreSQL MCP Server

Enables AI assistants to safely interact with PostgreSQL databases through read-only operations, providing schema discovery, table inspection, and query execution capabilities with structured context awareness.

OpenEdu MCP Server

A comprehensive Model Context Protocol server providing educational resources and curriculum planning support with intelligent filtering across multiple educational APIs.

TMDB MCP Server

Provides integration with The Movie Database (TMDB) API for searching movies, TV shows, and people, accessing detailed information, and discovering popular and trending content. Enables AI assistants to access comprehensive movie and television metadata including ratings, cast, crew, and overviews.

Claude Code Multi-Process MCP Server

Enables asynchronous and parallel execution of Claude Code tasks across multiple sessions, allowing users to start background tasks and continue working immediately without blocking.

Python MCP Custom Server

Extends Claude Desktop with custom tools for file management, system operations, and command execution. Supports creating/reading/deleting files, directory listing, system information retrieval, and file searching capabilities.

Unstructured API MCP Server

一个 MCP 服务器实现，它能够与 Unstructured API 交互，并提供列出、创建、更新和管理源、目标和工作流的工具。

Apple MCP

一个工具集合，使 Claude AI 和 Cursor 能够通过模型上下文协议访问原生 macOS 应用程序，例如“信息”、“备忘录”、“通讯录”、“邮件”、“提醒事项”、“日历”和“地图”。

BrowserTools MCP

一个浏览器监控和交互工具，它使人工智能应用程序能够通过 Chrome 扩展程序捕获和分析浏览器数据，支持控制台监控、屏幕截图、DOM 分析和网站审计等功能。

MCP Server Reddit

镜子 (jìng zi)

Deep Research MCP Server 🚀

使用 Gemini 的 MCP 深度研究服务器创建研究型 AI 代理

Game World Sandbox MCP

Enables creation and management of structured game worlds for text adventures and RPGs with character creation, world generation, and natural language interaction through AI integration.

DVMCP: Data Vending Machine Context Protocol

DVMCP 是一个桥接实现，它将模型上下文协议 (MCP) 服务器连接到 Nostr 的数据自动售卖机 (DVM) 生态系统。

Azure Cosmos DB MCP Server

一个服务器，使像 Claude 这样的大型语言模型 (LLM) 能够通过自然语言查询与 Azure Cosmos DB 数据库进行交互，充当 AI 助手和数据库系统之间的翻译器。