"author:PankejB" matching MCP servers:

Enables ingesting YouTube videos into a persistent wiki knowledge base by combining transcripts with scene-change frame analysis, then answering questions over the compiled pages via full-text search and agent reasoning. Serves raw candidate pages and a wiki table of contents to MCP clients so their own model can reason without requiring an API key.