This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

Let Claude, Cursor, or ChatGPT author Mermaid diagrams your team can read and share.

文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。

Find B2B leads with verified work emails, find and verify emails, and run cold email outreach.

Search the Cerebrium docs: deployment, cerebrium.toml, hardware, endpoints. Also sends feedback.

The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.

Self-hosted homelab log intelligence over MCP, CLI, and REST with SQLite/FTS.

Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related apps over MCP and CLI.

Gotify notifications and app, client, and message management over MCP and CLI.

yt-dlp search, download, metadata, delivery, and Plex workflows over MCP and CLI.

Arcane Docker and Compose management over MCP and CLI with authenticated stdio and HTTP.

Host, Docker, Compose, SSH, logs, ZFS, and file operations over MCP and CLI.

WordPress plugin that turns Elementor & WordPress into an MCP server. 500+ AI-ready tools for building, editing, and managing page designs programmatically.

Affiliate network reporting in your AI client. Bring your own keys. Most adapters experimental.

Mobile-game ad creative intelligence across SDK ad networks: search, rankings, AI hook analysis.

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

Google Search Console Insights with Claude AI for SEOs

Your personal AI runtime, local-first. Patchwork OS gives any AI model a consistent set of tools, YAML recipes, a delegation policy with approval queue, and a durable trace memory — all on your machine, all under your policy.

Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.

It's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一个 Zotero 插件，通过 MCP协议实现 AI 助手与 Zotero深度集成。插件支持文献检索、元 数据管理、全文分析和智能问答等功能，让 Claude、ChatGPT 等 AI 工具能够直接访问和操作您的文献库。

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.