"author:MargauxGalli48" matching MCP servers:

Turns YouTube videos into a persistent, cross-referenced wiki by combining transcripts with scene-change frame descriptions from a vision model. Exposes that compiled knowledge to MCP clients so their own models can answer questions with sourced citations, without requiring an API key.