Web content scraping
Scrape a URL into clean markdown for LLM pipelines and content processing. The pricing page also distinguishes HTML and sitemap retrieval as separate web extraction endpoints.
Context.dev
Context.dev is a web scraping and crawl API for AI agents and LLM applications. It helps teams pull live page content, crawl sites, and extract structured data through one REST API.
What Context.dev does
Context.dev is a web scraping and crawl API for AI agents and LLM applications. It provides a single REST API for pulling live web content, crawling sites, and extracting structured data from pages and websites.
The product is positioned as a way to replace internal scraping infrastructure or multiple vendors with one service. The site highlights outputs such as markdown, rendered HTML, sitemaps, screenshots, brand data, and JSON Schema-based extraction, plus an agentic setup flow that can be completed in the browser.
Core capabilities
Structured extraction
Crawl a website and extract structured data into a JSON Schema you define, which is useful when you need typed outputs instead of raw page text.
Sitemap crawling
Crawl a site sitemap to discover page URLs across a domain, helping teams index or inventory site content before further processing.
Brand intelligence
Retrieve brand details by domain, company name, email, or stock ticker, including logos and other metadata referenced on the site.
Screenshots and image capture
Generate viewport or full-page screenshots, with a separate endpoint for image retrieval when enrichment is enabled.
Agent-friendly onboarding
Use the agentic setup flow to register through `auth.md`, then finish claim in the browser before polling for access.
Common use cases
LLM and agent workflows
Feed current page content into an AI agent or RAG pipeline as markdown so the model works from live web data instead of a frozen snapshot.
Typed data extraction
Crawl a website into a JSON Schema-defined output when you need structured records for a database, workflow, or downstream automation.
Site mapping and indexing
Inventory pages, documents, or product sections by crawling sitemaps and following site structure across a domain.
Brand enrichment
Pull brand metadata such as logos and identifiers for onboarding, enrichment, or profile display in product experiences.
Page capture and validation
Generate screenshots or scraped page assets for review, QA, or content capture workflows.
Pros and Cons
Pros
- Supports multiple web outputs, including markdown, HTML, sitemaps, screenshots, and structured JSON Schema extraction.
- Offers a free tier for evaluation and paid plans that scale from small projects to high-volume usage.
- Provides official SDKs in TypeScript, Python, Ruby, Go, and PHP.
- Includes an agentic registration flow for AI-assisted setup, which may reduce manual onboarding work.
- Separates Logo Link from API credits, which can make simple logo retrieval easier to budget independently.
Cons
- The site does not present one-time lookup pricing; it says the service is subscription-based and mentions contacting the team for one-time projects.
- API calls have plan-based rate limits and monthly credit quotas, so high-volume use requires choosing a higher tier or managing overage.
- The public pages do not fully document every integration detail, so setup-specific questions may require the docs or dashboard.
FAQ
Is there a free tier?
Yes. Context.dev offers a free tier. The pricing page says new users can get 500 API credits with a work email, or 250 credits with a free email provider, along with different request rates.
How do credits work?
API credits are consumed when you call endpoints. Web scraping endpoints cost 1 credit per call, while brand-related endpoints such as logo retrieval, color extraction, font detection, and brand profiles cost 10 credits per call. Logo Link uses a separate quota.
Which SDKs are available?
Context.dev provides official SDKs for TypeScript, Python, Ruby, Go, and PHP.
Do you support subdomains?
Yes. The FAQ says subdomains are fully supported.
Can an AI agent set up an account for me?
The service supports agentic registration. An agent can register using a user's email, deliver the setup link and code, and then the user completes the claim ceremony in the browser before the agent polls for access.
Quick Facts
- Category
- Developer Tool
- Primary use
- Web scraping, crawl API, and structured extraction
- Website
- context.dev
- Pricing
- Free tier plus paid plans; enterprise available for larger or security-focused teams
- Supported SDKs
- TypeScript, Python, Ruby, Go, PHP
- Plan format
- Monthly subscriptions with metered overage
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