Name: Context.dev
Rating: 4.92 (12 reviews)

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.

Been using it as the web-fetch layer for a coding agent setup instead of maintaining my own scraper/proxy stack. The markdown-cleanup output is genuinely good for feeding pages into an LLM without a bunch of nav/footer junk eating tokens, and the brand/company enrichment endpoints saved me from writing a bunch of one-off logo/favicon scraping code. Typed SDK meant it was a 10 minute integration like they claim, not a "10 minutes then 2 hours of debugging" situation.

Would like clearer visibility into what happens when a target site changes its robots.txt or ToS after I've already built a pipeline on it - right now it's not obvious whether that fails loudly on my end or just quietly keeps pulling until something downstream looks wrong. A status/changelog per-domain would help a lot for compliance peace of mind.

Looked at rolling my own with Playwright plus a paid proxy pool, and at a couple of the generic scraping APIs that just hand back raw HTML. Didn't want to own the anti-bot cat and mouse game myself, and the raw-HTML tools still left me writing the markdown cleanup and enrichment logic on top.

Just hooked Context.dev to my OpenClaw. Blown away!
I am using it now (will explore more use cases later) as a meeting prep.
Dropped the name of the person I'm meeting with to my agent, it used Context's API, then created the PERFECT meeting prep using everything it could find on that person.

It's like putting your agent on steroids.

It's very simple to use, and I love the constant products updates from the team. It gets better every single week.

I have been super happy with Context.dev its not a perfect product by all means but the top tier support and usually 1-2day turnaround time on requests is pushing it close to being perfect!

For me right now its mostly brand color extraction being a bit more polished and better at detecting whats primary and what is an accent color.

I never liked the concurrent browser limit of Firecrawl but thought this was just the industry standard until I used Context.dev which does not enforce such a limit. Especially in AI apps where you have lots of concurrency thats a no brainer.

We’ve been using Context.dev’s APIs for almost half a year, and the experience has been excellent. It’s easy to use, very fast, and consistently reliable, which is exactly what we care about most.

Overall, it’s a fantastic product and I’d highly recommend it. The only improvement I’d love to see is even more features and examples in the docs as the product grows.

We chose Context.dev because the quality of the results and speed were better for our use case compared to other options we considered.

context.dev is incredible and it JUST WORKS. Everything I try succeeds. It's an excellent web scraper and much more - really excited to see what comes next. It's already saving me a ton of time.

Simple competitive pricing, handles everything for you

Context.dev

One API to scrape, enrich, and understand the web.

One API to scrape, enrich, and understand the web.

Context.dev Reviews

The community submitted 12 reviews to tell us what they like about Context.dev, what Context.dev can do better, and more.

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