Context.dev - One API to scrape, enrich, and extract the internet
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Context.dev is the web context API for AI products and agents. Scrape any URL, crawl sites, turn pages into LLM-ready Markdown, extract structured data into your own schema, capture screenshots, and retrieve logos, colors, fonts, styleguides, company data, and transaction enrichment through one API. YC-backed, no card required, and built so developers or coding agents can integrate in minutes.
Replies
Clean markdown per URL is the right primitive, but the thing that bites agents downstream is structural stability run to run. If the same URL returns a slightly different markdown shape each fetch (nav reordered, a section collapsed), an agent parsing it breaks even though the scrape technically worked. Do you normalize to a stable structure, and how do you handle sites that serve bots different HTML than a real browser? We've had agents silently derail because the page they got back wasn't the page a human sees.
Context.dev
@dipankar_sarkar markdown is never what a human sees!
We have a near perfect browser rendering stack. You can try it yourself :)
Zernio
Really great product @yahia_bakour3 !
Context.dev
@pauguirao i feel like we're sister companies at this point man
Spent a few minutes pulling structured data from a couple of sites and it just worked, no fiddling with selectors. The brand extraction endpoint was a nice surprise, saved me wiring up a separate service.
Context.dev
@idemx532 we have a relentless focus on quality + cost efficiency.
The goal is, we're always cheaper than if you try to stitch together an in-house solution, and always higher quality than ANY other competitor.
We are 1s slower on avg than other competitors, but for the tradeoffs mentioned, it's never been a blocker.
Context.dev
@shubham4real agreed!
Not only an incredible product (having been building MVPs for some internal tools with huge success), but @yahia_bakour3 is an amazing guy and is always available to help with whatever questions jump on your mind.
Wishing you all the best, friend!
Context.dev
@garciarsdiego DIEGOOO, thank you so much. I really appreciate you showing up and offering your support, truly.
the brittle scraping problem is real. every ai agent i've built ends up with a graveyard of playwright scripts held together with hope. one clean api for "the web as markdown" is where we should have started.
genuine question: how do you handle sites that fingerprint requests? does the api rotate infrastructure or is that not really an issue at your scale yet?
Context.dev
@thenameisarian everything is handled for you, we do upwards of 40M requests per month right now and climbing super fast.
We're set up for scale.
Gojiberry AI
Awesome product, we will integrate it with the product we're building.
Context.dev
@roman_cz Romàn! no way, thank you so much. I truly do appreciate it, and happy to support you with whatever as you continue to turn Gojiberry into a unicorn.
i’ve been a user for two months now and this product is incredible!
Context.dev
@heshiebee HESHIE, THANK YOU!
DocsBot
Been a happy customer for a while and case study. Best and most affordable for brand extraction APIs for highly personalized experiences in my SaaS and marketing.
Expanding usage to full scraping soon!
Context.dev
@uglyrobot It's an absolute honor to have you as a customer for so long. I really do appreciate it.
THANK YOU
Lasso Moderation
Big fan of Context.dev using it to personalize all our sales outreach!
Context.dev
@rgmvisser Appreciate you!!