Web scraping API for AI agents and LLMs enabling data extraction and research
Context.dev provides a comprehensive web data API designed for AI agents and large language models. It enables developers to scrape, search, monitor, and collect data from the web in various formats including Markdown, HTML, images, and structured fields. The platform supports workflows such as deep research on demand, brand data retrieval, batch scraping, and web monitoring, making it ideal for powering AI-native products and automating data enrichment and onboarding processes.
Extract Markdown, HTML, screenshots, images, and structured fields from any URL in one API call.
Ask research questions and get structured answers with source URLs from the web.
Discover URLs across a website with titles and descriptions before scraping.
Get logos, colors, company details, and social profiles from a company identifier.
Run large-scale scraping jobs across thousands of URLs or entire sites.
Schedule page change detection and receive updates via webhooks.
Integrate with AI agents that handle signup, key retrieval, and API integration automatically.
1,000 credits per month, no overage, 30 API calls per minute, scrape 1,000 pages, up to 100 brand retrievals, 10K logos one-time quota, 2 concurrent monitors, 1 concurrent batch, email support
10,000 credits per month, $2.20 per 1K credits overage, 60 API calls per minute, scrape 10,000 pages, retrieve 1,000 brands, 1,000 Answers in Fast mode, pull 100K logos, 50 concurrent monitors, 2 concurrent batches, email support, usage alerts
125,000 credits per month, $1.80 per 1K credits overage, 200 API calls per minute, scrape 125,000 pages, retrieve 12,500 brands, 12,500 Answers in Fast mode, pull 2.5M logos, 500 concurrent monitors, 5 concurrent batches, email + Slack support, spend controls
500,000 credits per month, $1.40 per 1K credits overage, 600 API calls per minute, scrape 500,000 pages, retrieve 50,000 brands, 50,000 Answers in Fast mode, pull 5M logos, 500 concurrent monitors, 5 concurrent batches, priority support
1,000,000 credits per month, $1.00 per 1K credits overage, 700 API calls per minute, scrape 1,000,000 pages, retrieve 100,000 brands, 100,000 Answers in Fast mode, pull 10M logos, 10,000 concurrent monitors, 20 concurrent batches, priority + Slack support, custom usage alerts
Yes, the free tier includes 1,000 API credits per month plus 10,000 one-time Logo Link requests, with no credit card required.
API credits meter usage across different endpoints with varying costs; for example, Scrape Anything starts at 1 credit per call, browser actions cost 2 credits, and Answers in Fast mode cost 10 credits.
No, these features are included in the base scrape cost with no hidden surcharges.
Rate limits vary by plan, ranging from 30 API calls per minute on the Free plan to 700 on the Scale plan, with options to increase limits.
Eligible startups and nonprofits can apply for 30% off an annual paid plan for 12 months.
| Keyword | Traffic | Volume | CPC |
|---|---|---|---|
| context dev | 2.4K | 2K | — |
| design md generator | 800 | 1.3K | — |
| contextdev | 430 | 450 | — |
| get design md | 360 | 10K | $3.09 |
| design md | 290 | 63.3K | $1.91 |
Traffic, engagement, sources and keywords are Similarweb-style estimates, refreshed monthly. Verified traffic comes from a connected Google Analytics / Search Console.
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