{"repo":"timothywarner-org/context-engineering","free":true,"listed":false,"github":"https://github.com/timothywarner-org/context-engineering","clone":"git clone https://github.com/timothywarner-org/context-engineering.git","description":"🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-ready semantic memory, hybrid RAG, and the WARNERCO Schematica teaching app. FastMCP + LangGraph + Vector/Graph stores. Your AI assistant's long-term memory starts here.","language":"Python","stars":26,"topics":["ai-memory","anthropic","hybrid-rag","knowledge-graph","llm","mcp-tools","vector-database","ai-agents","azure-ai-search","chromadb"],"license":"MIT","category":"ai-agents","readme_excerpt":"Context Engineering with MCP: Build AI Systems That Actually Remember Welcome to the training hub for mastering Context Engineering with Model Context Protocol (MCP) . This course teaches you to implement production-ready semantic memory systems for AI assistants using Python, FastAPI, FastMCP, and LangGraph. --- Quick Start Prerequisites - Python 3.13 (pinned in .python-version ) — onnxruntime (a chromadb dependency) does not yet ship 3.14 wheels - Node.js 20+ (for Lab 01 and MCP Inspector) - uv package manager (recommended for Python) - Claude Desktop or Claude Code Option 1: Hello MCP Lab (Beginner Entry Point) Option 1.5: MCP Chat CLI Lab (Python Bridge) run.ps1 is the on-rails launcher : it bootstraps .env , lifts ANTHROPIC API KEY from the repo-root .env , and launches the chat REPL. Lab 02 is the smallest complete Python MCP client + stdio server + REPL in the repo - the conceptual bridge between Lab 01 (JS hello-world) and WARNERCO (production-shaped). Option 1.7: MCP Apps Lab (Interactive UI Surfaces) Lab 03 ships three npm MCP servers (budget-allocator, map, system-monitor) that render interactive ui:// surfaces in Claude Desktop via SEP-1865 (MCP Apps extension, spec 2026-01-26). See labs/lab-03-mcp-apps/README.md . Option 1.9: Remote MCP + OAuth on Azure Lab 04 is a remote MCP server secured by Entra ID OAuth, fronted by Azure API Management as the authorization-server facade, with an Azure Functions Python backend. Deploy with azd up , connect per remote-mcp-apim","default_branch":null,"files":null,"tree":[],"storefront":"/r/timothywarner-org","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/timothywarner-org/context-engineering/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}