Mintlify
How Mintlify used Context.dev to power a tool that transforms any GitHub repo URL into a complete, branded documentation site — and got there in under 10 minutes of integration time.
Retrieve, extract, classify, and enrich web data in seconds.
import ContextDev from 'context.dev';
const client = new ContextDev({ apiKey: process.env['CONTEXT_DEV_API_KEY'] });
// Get clean markdown from any page
const { markdown } = await client.web.webScrapeMd({
url: 'https://openai.com/pricing'
});
// Get fully rendered HTML (JS executed)
const { html } = await client.web.webScrapeHTML({
url: 'https://react.dev/learn'
});
// Extract all images from a page
const { images } = await client.web.webScrapeImages({
url: 'https://dribbble.com/shots/popular'
});
// Crawl an entire site → markdown for every page
const { results, metadata } = await client.web.webCrawlMd({
url: 'https://docs.stripe.com',
maxPages: 50,
maxDepth: 3,
useMainContentOnly: true
});You have an agent. Here's what it can do now.
Give an agent real-time access to any page. Scrape to markdown, render JS, extract images, so the agent reasons over the current web, not a frozen snapshot.
Agent: I need to check their pricing page.
GET /v1/scrape/markdown
{ url: "vercel.com/pricing" }
# Vercel Pricing
Develop. Preview. Ship. Start free and
scale to the enterprise.
## Hobby $0/mo
For personal projects and experiments.
## Pro $20/mo
For teams building production apps.
Agent: Their Pro plan is $20/mo, includes...
Keep your retrieval index current. Crawl a sitemap, convert every page to clean markdown, and pipe it straight into embeddings, with no brittle parsers in between.
Answer "tell me about this company" with actual sources. Resolve a domain to a typed profile, then expand with custom AI queries pulled from the live site.


Notion
San Francisco, CAMake a new user feel seen from sign-up. One domain → company name, logo, colors, industry, auto-filled before they tab away.
Turn the references in your prompts into structured data. One call hydrates a company reference with logos, colors, industry, socials, and firmographics.


Y Combinator
ycombinator.comStartup accelerator investing $500K in early-stage companies.
Resolve "SQ *BLUE BOTTLE 8xx" into Blue Bottle Coffee. Identify the brand, attach visuals and metadata, hand the agent something it can actually act on.
Amazon
E-commerce
Blue Bottle
Food & Drink
GitHub
Developer Tools
Most agent failures aren’t reasoning failures. They’re context failures. The agent didn’t have the right data, in the right shape, at the right time.
Your model knows the web as of some cutoff. The web your user is asking about is newer than that, every time.
Raw HTML with nav, ads, and boilerplate forces your agent to guess. Tokens get burned on chrome, not signal.
An agent asked about a company shouldn't read a blog post about it. It needs logos, colors, industry, socials, already typed.
Markdown from the live web, typed brand data on any company, and a one-line logo embed, all from the same API.
Clean, LLM-ready markdown from any URL, with crawl, sitemap, AI extraction, and product pipelines on the same primitive.
await client.web.webScrapeMd({
url: 'https://openai.com/pricing'
})# OpenAI Pricing
Simple, predictable pricing across models.
## GPT-5 $10/1M
Most capable model for complex tasks.
## GPT-5 mini $0.5/1M
Fast and affordable for most tasks.
- Context window: 400k tokens
Resolve a domain, email, ticker, or messy merchant descriptor into a typed company with logos, colors, fonts, and firmographics.
Linear
linear.appPurpose-built issue tracking and project planning for modern software teams.
<img> tag. Any logo.No API call. No SDK. No backend. Just an image URL, with logos served from a global CDN in ~20ms.
<img src="https://logos.context.dev?domain=example.com"/>Feedback from the engineers shipping with Context.dev every day.

John Acosta
“As soon as you type in the email, we use Context.dev to collect information about your brand and different logos. Context.dev saves us a lot of time right now.”
Founder @ UsePropane.ai

Nick Khami
“Onboarding couldn't be simpler. Self-serve sign-up gives you an API key immediately, the documentation is thorough, and we were integrating within 10 minutes.”
Engineering Manager @ Mintlify

Luke Ramsden
“Getting started is very simple. API docs are great and sign-up is self serve, with an API key generated immediately. Took 10 minutes to start integrating.”
CPTO @ Architect (tryarchitect.com)

Aaron Edwards
“We're seeing much higher activation rates for our free trials and sign-ups because of it. It's made it a lot simpler for customers to get started with DocsBot and to get to that 'aha' value moment very quickly.”
Founder @ DocsBot

Vlad Veselukha
“Context.dev offers extensive documentation making the setup super easy. On top of this, there is a dedicated Slack channel in case you have follow-up questions. Overall the API integration process was very smooth.”
Senior Data Engineer @ Vizzy
From scrappy startups to Fortune 500s, teams ship brand-powered features in days instead of quarters.
Engineering deep dives, product updates, and practical guides for building with brand data.
Everything you need to know about integrating and scaling with context.dev.
Free tier, 10-minute integration, and the same API powering agents at Mintlify, daily.dev, and Propane. No credit card to start.