Context.dev
A web data interface for AI agents that can crawl any URL into plain text directly readable by large models, supports real-time search, full-site crawling and structured extraction, and is commonly used to build retrieval knowledge bases and automatically collect web page information.
Updated: 2026-10-27
What is Context.dev?
Context.dev is a web data interface for AI agents that integrates crawling, searching, scraping, monitoring and structured extraction into a single REST API. Different from search services that only return links, it emphasizes cleaning page content into text that can be directly fed to models. The company claims a 99.96% success rate for crawling any URL without configuration, and mentions that it has completed a $9 million seed round financing.
Who is it for?
- Engineers building retrieval-augmented applications: They need to continuously convert web pages and PDFs into clean text to feed into vector databases and keep the indexes fresh.
- Teams working on sales leads or customer profiling: Use work email domain names to complete company names, industries, and brand colors, and automatically fill out registration forms.
- Data teams that need to perform batch collection: Scrape tens of thousands of URLs in one go and compile the results into a dataset.
- Operations monitoring competitors' prices and page changes: Use scheduled monitoring and Webhooks to replace manual repeated checks.
Key features
6Web Scraping
Convert any web page or PDF into Markdown, HTML, structured fields, images, or screenshots, and obtain multiple formats with a single request. The official claims a success rate of 99.96%.
Real-time Search
Enables searching webpages or news and returning sorted results, accompanied by cleaned page content rather than just links. The company states that the news index covers 200 million articles.
Full Site Crawling & Batch Processing
First map out the list of pages under a domain name, then crawl the entire site at a specified depth, or use a single task to crawl thousands of URLs; the official example shows collecting 25,000 URLs in one go.
Structured Q&A
Submit a research question, get results in a custom JSON structure, and attach source links.
Scheduled Monitoring
Keep an eye on specified pages as scheduled, and push updates via Webhook when prices or content change.
Brand Data
Parse company profiles and website design systems from a domain, including logos, primary colors, fonts, and style guides.
How to use Context.dev
- 1First apply for an API Key to get single-page crawling up and running, then gradually integrate search, crawling, and monitoring. It is not recommended to launch batch tasks all at once.
- 2The official offers a free starting quota; the specific quota and billing are subject to the pricing page; batch tasks consume quota based on the number of requests, and the scale should be estimated before running.
- 3For sensitive data, you can enable zero data retention. The official stated that it has passed SOC 2 Type 2 and provides a description of its security policies.
- 4Confirm the terms of service and crawling conventions of the target site before crawling, and obtain content authorization for commercial use on your own.
Traffic & popularity
Data month Sep 2026
Context.dev receives about 465.5K visits per month and ranks #89,207 worldwide.
Monthly visits
10 monthsTraffic sources
- Direct55.7%
- Search19.3%
- Social17.1%
- Referrals4.5%
- AI assistants1.6%
- Other1.8%
Top countries
- United States31.3%
- India16.1%
- Indonesia5.2%
- Spain3.8%
- Brazil3.3%
Estimated from third-party traffic data.
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