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video2ctx
Turn videos into context for your agents
video2ctx makes videos queryable for AI agents. Search and inspect videos, get answers cited to the second, monitor channels, and save moments into projects. Use it through agent skills, CLI, API, npm package, or try our video agent directly. Open source with 1,000 free credits for everyone.
Hey Product Hunt 👋 I'm Himanshu, and I built video2ctx solo.
Ask an agent about a video, especially a long one, and one of three things happens:
1. It gives up and says it can't watch videos.
2. It reads only the transcript and misses everything shown on screen.
3. It samples frames blindly and burns through your tokens.
video2ctx fixes that. Your agent gets only what it needs to answer: complete transcript segments, the frames that matter, or the answer itself. Everything is cited to the second and uses about 95% fewer tokens.
📦 Inspect: Transcripts, frames, comments, channels, and playlists as structured data
🔍 Search: Describe what you need and get the relevant YouTube videos
🎯 Ask: Video Agent watches up to 8 of them at once and answers with citations
🔔 Monitor: Get alerted when a channel posts something new
🗂️ Organize: Save videos, moments, and notes into projects you can come back to
Use it from Claude Code or Codex with one free skill, or through the CLI, API, NPM package, or Web Dashboard. It's fully open source, and every account starts with 1,000 free credits.
YouTube is the first platform, with more on the way. What's one video you wish your agent could understand? Drop a link and I'll reply with what video2ctx gets from it.
About video2ctx on Product Hunt
“Turn videos into context for your agents”
video2ctx was submitted on Product Hunt and earned 5 upvotes and 2 comments, placing #55 on the daily leaderboard. video2ctx makes videos queryable for AI agents. Search and inspect videos, get answers cited to the second, monitor channels, and save moments into projects. Use it through agent skills, CLI, API, npm package, or try our video agent directly. Open source with 1,000 free credits for everyone.
On the analytics side, video2ctx competes within Developer Tools, Artificial Intelligence, GitHub and YouTube — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how video2ctx performed against the three products that launched closest to it on the same day.
Who hunted video2ctx?
video2ctx was hunted by Himanshu Gupta. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of video2ctx including community comment highlights and product details, visit the product overview.
Himanshu Gupta