A Python framework for modular, self-contained skill management for machines.

A modular external attack surface mapping tool integrating tools for automated reconnaissance and bug bounty workflows.

Modular MCP server for OPNsense firewall management - 88 tools providing access to 2000+ methods through AI assistants

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.