This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
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.
I asked it to catch a small detail in the video and it did , it didn’t get tricked because there are many misleading information in the video
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.
video2ctx was featured in Developer Tools (521.6k followers), Artificial Intelligence (481.7k followers), GitHub (41.4k followers) and YouTube (17k followers) on Product Hunt. Together, these topics include over 257.9k products, making this a competitive space to launch in.
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.
Want to see how video2ctx stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Himanshu Gupta