{"id":"multimodal-agents-course","name":"Kubrick Multimodal Agents Course","af_score":54.8,"security_score":45.0,"reliability_score":null,"what_it_does":"An open-source educational course and codebase teaching developers how to build production-ready multimodal AI agents that process images, video, audio, and text via a unified MCP server built with FastMCP, Groq LLMs, and Pixeltable memory.","best_when":"When you want a structured, hands-on curriculum for building multimodal AI agents and understanding MCP server implementation patterns.","avoid_when":"When you need a production MCP server you can deploy immediately without modification or learning overhead.","last_evaluated":"2026-03-01T09:50:05.972991+00:00"}