Medium potentialLow license · MITScore 10/10
VideoLens
Let LLMs actually watch your videos
VideoLens turns any video into a concise, scene‑aware set of frames and a transcript that LLMs can read. It runs locally, so you control what data leaves your machine, and it’s ready to plug into Claude, ChatGPT, Gemini, or any other LLM.
Tech stack
Next.js 14 App Router + Docker + Vercel + Stripe + Clerk
BYOK model
Not required
Freemium model
Free tier: 5 videos/month, 30 minutes total, no audio extraction. Pro tier: unlimited videos, audio extraction, contact sheets, priority support.
Deployment complexity
Medium — Requires ffmpeg, yt-dlp, and optional GPU for Whisper, but can be containerized and deployed on a single server
SEO keywords
LLM video summarizationvideo keyframe extractionscene-aware video analysisLLM video processing toolvideo summarization with Claude
Why it qualifies
- ✓High demand from content creators for quick video insights
- ✓Unique scene‑aware extraction reduces token costs for LLMs
- ✓MIT license allows commercial use with minimal friction
- ✓Low hosting cost – can run on a single GPU server
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