"author:cYoshida944" matching MCP servers:

Turns YouTube videos into a persistent, compounding wiki by combining transcripts with scene-change frame descriptions analyzed by vision models. Exposes that knowledge store as an MCP server so clients like Claude and Copilot can search and reason over cross-referenced entities, topics, and concepts.