SamuelZ12/longcut
The best way to learn from long videos observed · 2026-08-28
Health v2 · maintenance only
56/100
- Activity 85
- Release rhythm 35
- Longevity 26
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 372
- days_rel: n/a
- days_push: 90
- n_releases_24m: 0
Adoption not part of the score
1183 stars · 215 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
LongCut is a Next.js web application that turns long-form YouTube videos into a structured learning workspace with AI-generated highlight reels, timestamped transcript-grounded chat, and a personal notes dashboard. It uses multiple LLM provider adapters (MiniMax, Grok, Gemini), YouTube transcript extraction, and Supabase for auth, persistence, and rate limiting.
Use cases
- summarize hour-long youtube videos quickly
- chat with a video transcript and get timestamp citations
- generate highlight reels from long lectures
- take and review notes across multiple videos
- extract youtube transcripts for free
- ask questions about a video and jump to the answer moment
When to choose
- you want to learn from long YouTube videos without watching them in full
- you need timestamped, transcript-grounded Q&A over video content
- you want a self-hostable AI video study tool with notes and history
When to avoid
- you need to process videos outside of YouTube
- you need offline or local-only processing without LLM API keys
- you need to analyze private or caption-less videos
Facets
application · maturity active
llm-inference rag chatbot web-framework auth caching rate-limiting security artificial-intelligence large-language-models education web-development self-hosted cloud youtube video-learning transcript nextjs supabase summarization highlight-reel ai-notes video natural-language-processing web-server nodejs
2 sources
- readme: https://github.com/SamuelZ12/longcut · fetched 2026-08-28 · a07da6eb4a4c
- homepage: https://www.longcut.ai · fetched 2026-08-29 · e4d820ffa73b
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| SamuelZ12/longcut | main | 56 |
For agents
markdown · JSON · MCP: product_card(name="SamuelZ12/longcut")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem