Context.dev

Context.dev is a web-data API for teams who need live pages turned into something a model can actually consume. Rather than maintaining a scraping fleet, proxy pool, and HTML-to-Markdown pipeline in-house, you call one endpoint and get back clean Markdown, rendered HTML, or JSON that matches a schema you supplied.

Capabilities

Extraction covers the common ground: scrape any URL into LLM-ready Markdown, or crawl a whole site when you are populating a RAG index, a search corpus, or a knowledge base.

Structured data is where it separates from a plain scraper. You pass a schema and get validated JSON back, with purpose-built paths for product normalisation and for recovering a site's style guide — fonts, colours, and brand tokens — from its live pages.

Brand intelligence resolves a bare domain into a company profile: industry classification against NAICS and SIC codes, merchant identification from transaction strings, and logos served from a CDN. This is the part most useful to fintech and B2B products that start from a domain name and need everything else.

Monitoring watches pages, sitemaps, and extracted structures for change and fires a webhook when something moves, which turns one-shot scraping into a feed.

Integration

The service is a REST API with official SDKs for TypeScript, Python, Ruby, Go, and PHP, plus an MCP server so agents can call it directly as a tool rather than through glue code.

Pricing starts with a free tier of 500 credits, then Developer at $25/month for 10,000 credits and Pro at $149/month for 200,000, with two months free on annual billing and enterprise terms above that. Context.dev is backed by Y Combinator, is SOC 2 Type I certified, and counts Mintlify, daily.dev, Chatwoot, and SiteGPT among its users.