Introducing Context7 Ask! 🎉
You can now see why AI agents visit your website
◆ AI agents ask your site a question instead of crawling
◆ See all questions agents ask about your product
◆ See which questions your website doesn't answer
New in Context7: query-docs takes a language hint.
Your agent passes the language, and matching code examples rank higher.
No setup needed, agents pick it up automatically.
Top snippet in the right language: 24% → 83% on our benchmark.
PR previews are now free on Docs7 🎉
Open a PR → Docs7 builds it → you get a live preview
This used to be a Pro feature, but thanks to our incredibly cost efficient @Cloudflare infra, we can give it to everyone.
Try it for free 👉 context7.com/docs7
We tested Context7 vs Exa on 44 API changes from 2026.
Only current docs:
Context7: 59%
Exa: 18-25%
Tokens per search:
Context7: 828
Exa: ~8,000
Exa is faster though. We build Context7, so questions, code and results are open.
upstash.com/blog/context7-…
How we keep our docs agent friendly with Docs7 👇
- Every site has its own search endpoint
- All pages have a short note for agents to navigate faster
- Intuitive yet powerful agent-oriented analytics
Plus many small quality-of-life improvements