Context.dev
One API to scrape, enrich, and understand the web.
5.0•21 reviews•2.5K followers
One API to scrape, enrich, and understand the web.
5.0•21 reviews•2.5K followers
Context.dev gives your AI agents and apps real-time access to structured web data, no brittle scraping infrastructure needed. Scrape any URL as clean markdown or HTML, extract brand data (logos, colors, fonts, socials) from any domain, crawl sitemaps, resolve transaction descriptors, and more. Typed SDKs for TypeScript, Python, and Ruby. Trusted by 5,000+ businesses including Mintlify, Daily.dev, Ferndesk.com, and more. Most teams integrate in under 10 minutes.
This is the 8th launch from Context.dev. View more
Trace by Context.dev
Launching today
Compare web scraping APIs on a fresh sample every Friday. Explore page access, latency percentiles, document quality, cost per page, and failure reasons, with confidence intervals and page-level data.
Launch Team
Framer AI AgentsDesign and publish professional sites with AI
Promoted
Firecrawl
Hey Product Hunt 👋
We built TRACE because we wanted a better way to compare web scraping APIs on real pages.
Every Friday, we send a fresh sample to each API and publish how often it gets through, how fast it responds, the quality of the content, what it costs, and why it fails.
The methodology and page-level data are public so you can dig into the results yourself. Our own API is included too.
Give it a try and let us know what else you’d want us to measure.