Context.dev

Context.dev is a web data API built for AI agents and LLM-powered applications. It turns the messy public web into clean, model-ready data through one REST API: scrape any page into Markdown, extract structured fields against your own JSON schema, crawl entire sites, search the web and news, monitor pages for changes, and pull typed company, brand, and people data — the plumbing an agent needs to work with real-world information.

Overview

Every scrape runs in a real browser with JavaScript rendering, proxies that escalate automatically when a site blocks a request, and retries that adapt before anything is returned, which the company says delivers a 99.96% scrape success rate with no configuration. Beyond scraping, the platform offers a Brand API that resolves a domain into a typed brand profile, an Answers API that returns structured JSON with sources for a research question, and Monitors that watch pages on a schedule and fire webhooks when pricing or content changes. Official SDKs cover TypeScript, Python, Ruby, Go, and PHP, and an MCP server lets agents connect directly.

Key Features

• Scrape to Markdown — any page or PDF becomes Markdown, HTML, structured fields, images, or screenshots in one request
• Schema extraction — define a JSON schema and get structured data back from unstructured pages
• Crawl and Map — discover and scrape up to 500 pages per call, with batch jobs for thousands of URLs
• Brand and people data — typed company profiles, logos, and person enrichment for onboarding and research
• Answers API — ask a research question and receive structured JSON with the sources behind it
• Monitors — scheduled page watching with webhook notifications for pricing and content changes
• Agent-friendly — MCP server, programmatic agent sign-up, and zero-data-retention options for privacy-sensitive workloads

💳 Pricing

Context.dev is Freemium. The free tier includes 1,000 API credits per month with no credit card required. Paid plans run Developer $19/month, Pro $99/month, Growth $299/month, and Scale $499/month, with per-credit top-ups and an Enterprise tier for volumes above 2M credits a month.

Who Is It For

Context.dev fits developers building agents, RAG pipelines, enrichment workflows, and research products who need reliable, structured web data without operating their own rendering, proxy, and retry infrastructure.