发现优秀的 MCP 服务器

Unity MCP Server

一个桥梁，通过模型上下文协议实现 Unity 和大型语言模型之间的无缝通信，使开发者能够自动化工作流程、操作资源以及以编程方式控制 Unity 编辑器。

Crypto_MCP

一个用于 AES 加密和解密的模型上下文协议服务器，支持各种模式、填充方式以及输入/输出格式，以实现安全的数据处理。

Prometheus MCP Server

Enables AI assistants to execute PromQL queries and discover metrics across multiple Prometheus tenants using the Model Context Protocol. It supports single and multi-tenant configurations with secure authentication for instant and range query analysis.

PDF Processor MCP Server

A Model Context Protocol server that enables Claude to fetch, process, and extract information from PDF documents, including LaTeX mathematical equations.

Email Send/Receive MCP Server

Enables sending and receiving emails through SMTP, IMAP, and POP3 protocols with support for attachments, HTML content, and email validation.

ML Jupyter MCP

Execute Python code with persistent state across Claude conversations using a background Jupyter kernel. Supports creating notebooks, managing virtual environments, and maintaining variables/imports between code executions.

Jetson MCP Server

A Model Context Protocol server that enables monitoring and remote control of Nvidia Jetson boards using natural language commands over a network connection.

MySQL MCP Server

A server that provides LLMs with read-only access to MySQL databases, allowing them to inspect database schemas and execute read-only queries.

Elastic Brain ZH

An Elasticsearch-based AI memory system optimized for Chinese that enables persistent knowledge storage and complex entity relationship management via the Model Context Protocol. It features advanced semantic search using the IK analyzer and supports multi-zone memory isolation for specialized knowledge graphs.

Kagi MCP server

Kagi 搜索 API 集成

AWS Billing MCP Server

Enables users to analyze AWS costs, track spending trends, and detect anomalies directly within Claude Desktop using the AWS Cost Explorer API. It provides tools to identify major cost drivers and compare usage across different time periods through natural language queries.

Cross-System Agent Communication MCP Server

实现跨多个系统不同LLM代理之间的通信和协调，允许专业代理通过统一平台协作处理任务、共享上下文和协调工作。

MCP Codebase Symbols Server

Analyzes codebases and extracts all symbols (functions, classes, methods, interfaces, etc.) from 10+ programming languages into LLM-optimized markdown format. Enables AI assistants to understand entire project structures efficiently without processing full source code.

Nano Banana Pro MCP Server

Brings Google Gemini 2.0 Flash native image generation capabilities into Claude Code, enabling users to generate, edit, compose, and iteratively refine images using natural language prompts directly from their coding environment.

Pieces MCP Net

一个用于与 Pieces LTM 交互的 MCP 服务器。

Hostaway MCP Server

Enables AI assistants to interact with Hostaway's property management platform through standardized MCP tools. Provides access to listings, bookings, guest communication, and availability checking for vacation rental management.

Modular MCP Server with Python Tools

A demo MCP server that enables users to interact with various tools through natural language, including note management, weather queries, calculations, file operations, and shell commands. Uses Ollama for intent detection and structured command parsing from free text input.

Remote MCP Server Template (Authless)

A template for deploying custom MCP servers on Cloudflare Workers without authentication. Enables users to create and deploy their own tools accessible from Claude Desktop and AI Playground via SSE endpoints.

Pica MCP Server

一个用 TypeScript 实现的 Pica 模型上下文协议服务器，它使 Claude Desktop 用户能够通过自然语言命令与连接的平台（如 Gmail、Google Sheets、Slack 和数据库）进行交互。

Bear Notes MCP Server with RAG

使用语义搜索和 RAG（检索增强生成）将 Bear Notes 连接到 AI 助手，使 AI 系统能够通过有意义的搜索（而不仅仅是关键词匹配）来访问和理解您的个人知识库。

MCP-SSE2

从 MCP 服务器演示创建。

MCP Documentation Reference Server

一个 MCP 服务器，旨在通过提供来自官方文档的快速、结构化的搜索结果，来协助 TypeScript 和 Node.js 项目的开发。

CNKI Search MCP Server

An MCP server for searching Chinese academic papers and core journal information across multiple free platforms like Baidu Scholar and the National Center for Philosophy and Social Sciences. It enables users to retrieve metadata for social science and STEM research papers without requiring API keys.

Event Horizon MCP Server

Enables evolutionary solution generation and optimization using genetic algorithm principles, allowing LLMs to evolve solutions across multiple generations with consistency check evaluations and convergence detection.

Certinia MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Certinia (beta): https://www.cdata.com/download/download.aspx?sku=HFZK-V&type=beta

Google Workspace MCP Server

镜子 (jìng zi)

Mcp Server Aibd Devcontainer

用于 VS Code DevContainers 中 AI 增强开发的 MCP 服务器。

Canvas MCP Server

Provides read-only access to Canvas LMS for students to retrieve courses, assignments, grades, files, discussions, and planner items. Includes optional NotebookLM integration for uploading course content to AI-powered study notebooks.

SourceSync.ai MCP Server

允许人工智能模型与 SourceSync.ai 的知识管理平台交互，以组织、摄取、检索和搜索知识库中的内容。