Parcourse

Learning from YouTube is mostly passive: you watch, you nod, you forget. Parcourse turns a video URL into a structured course. It pulls the transcript, checks the video is actually educational, then generates sections, summaries, multiple-choice questions and theory questions. Multiple choice is scored by match; theory answers are graded against a reference answer for accuracy, completeness and relevance, with written feedback. Concepts from every course feed a personal knowledge graph of fields, topics and skills, with mastery tracked per user. Self-hostable, so your learning history stays yours.