Freemium
Added on Nov 08,2026
Context.dev is a web data API built for AI agents and LLM apps that lets developers scrape, search, crawl, monitor and collect data from the web through one interface. Its Trace project is a weekly benchmark that compares web scraping APIs on a fresh sample of real pages every Friday.
The scraping API turns any page or PDF into Markdown, HTML, structured fields, images or screenshots in a single request. Every request is rendered in a real browser with JavaScript, proxies escalate automatically when a site blocks a request, and failed attempts are retried with a different strategy. The site reports a 99.96 percent scrape success rate.
Key features include web and news search with clean page content, people and company search, domain mapping to discover URLs, batch jobs for scraping thousands of URLs or crawling whole sites, and research answers returned in a chosen JSON shape with cited sources.
Monitors watch pages on a schedule and send webhook updates when pricing, content or pages change. A brand data endpoint returns a company profile along with logos, colours, fonts and a site's style guide.
Trace publishes page access rates, latency percentiles, document quality, cost per page and failure reasons, with confidence intervals and page-level data.
Developers can integrate through the REST API, SDKs for TypeScript, Python, Ruby, PHP and Go, a CLI, or an MCP server. Common uses include feeding RAG pipelines, grounding AI agents, research agents and onboarding autofill. The company is SOC 2 Type 2 compliant.
Pricing: a free tier includes 1,000 credits per month with no credit card. The Developer plan costs $20 per month for 5,000 credits, the Pro plan starts at $90 per month for 100,000 credits, and Enterprise pricing is custom. Eligible startups and nonprofits can get 30 percent off an annual plan.
It is suited to developers and teams building AI agents and products that need reliable, structured web data.
Popular alternatives to Context.dev include Pollinations, NemoClaw and Agnes AI. Compare their pricing and what each is best for below.
| Tool | Pricing | Best for |
|---|---|---|
| Pollinations | Freemium | Developers and hobby builders who want a single API for adding AI images, audio and text to their websites, bots and app... |
| NemoClaw | Free | Developers and platform teams who want to run always-on AI agents on NVIDIA hardware under policy-based security control... |
| Agnes AI | Freemium | Developers building AI-powered apps who want access to several models through one API. |
| OrcaRouter | Freemium | Developers and teams who want to balance AI quality and cost across many models. |
| DiagramGPT | Free | Developers and students who need to sketch system designs and workflows quickly by describing them in words. |
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