Context
PartnerDeveloper ToolsWeb scraping & data extraction API for AI agents
Y Combinator (S26) · #1 Product of the Day on Product Hunt · Used by teams at Mintlify, SiteGPT & Sourcely
Context is a single API for turning the open web into agent-ready data. Point it at any URL and get back clean, LLM-ready markdown; hand it a JSON schema and get back exactly the structured fields you need; give it a domain and get back a typed company profile with logo, colors, and firmographics.
It bundles JavaScript rendering and anti-bot bypass, a sub-20ms logo CDN, screenshots, and full-site crawling behind one endpoint — with SDKs for TypeScript, Python, Ruby, Go, and PHP, and flat pricing (1 credit = 1 scrape, no hidden multipliers). Instead of stitching together five scraping tools, your agents call one.
What it does
Web-to-markdown
Convert any webpage into clean, LLM-ready markdown — JS rendering and anti-bot bypass included.
Full-site crawling
Discover and extract every page from a domain via its sitemap, with async batch patterns.
Structured extraction
Pass a JSON schema and pull exactly the fields you want from any page — typed and reliable.
Brand intelligence
Resolve a domain into a company profile: logo, colors, metadata, and industry (NAICS/SIC) codes.
Logo CDN
Serve any company's logo from a simple image URL — ~20ms globally, no API call required.
Screenshots & styleguides
Capture viewport or full-page screenshots and extract a site's full visual identity.
Popular use cases
- Ground RAG systems and agents in fresh, live web content
- Autofill onboarding forms from just a company domain
- Build chatbot knowledge bases from any website
- Generate automated brand kits and programmatic theming
- Enrich company profiles with brand and firmographic data
- Crawl PDFs and academic journals at scale
Why it pairs with MCP
Context ships an official MCP server — connect Claude Code, Cursor, or VS Code to it in one command, no glue code. And where most MCP servers wire your agents to data you already own, Context adds the rest of the internet: clean markdown, structured extraction, and brand data from any URL, so your agents answer from live external content instead of a stale index.
Ready to try Context?
Free tier: 500 API credits/month, no card. Paid plans from $25/mo, flat pricing (1 credit = 1 scrape). SDKs for TypeScript, Python, Ruby, Go, and PHP.
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