AI Web Scraping

Context.dev

Web scraping and crawl API that provides markdown, HTML, brand data, images, and structured data extraction for AI agents.

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Context.dev

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What is Context.dev?

Context.dev is a unified API for web scraping, crawling, brand intelligence, and structured data extraction, designed for AI agents and developers to access live web context.

Context.dev vs Similar AI Tools

Pricing ModelFree, FreemiumFree, FreemiumFree, FreemiumFree, Freemium, Paid, Custom Pricing
Free Credits
Key Features
  • Scrape any URL to clean markdown or rendered HTML
  • Crawl entire websites via sitemap or full-site crawl
  • Extract structured data defined by JSON schema
  • Three-layer anti-blocking (environment, execution, human)
  • Three browser modes: chrome, stealth privacy, stealth fixed identity
  • Zero-interference concurrency: cross-browser parallel, same-browser multi-session, privacy mode
  • Browser automation via screen recording or chat
  • Smart Tables for organizing and querying scraped data
  • Custom App Builder for creating dashboards and tools
  • Managed cloud browser sessions with <50ms latency
  • AI browser agents that follow natural language tasks
  • Serverless browser functions (AWS Lambda for browsers)
Pros
  • Comprehensive data extraction in one API
  • Simple integration with SDKs and documentation
  • Designed specifically for AI agent workflows
  • Effective anti-bot capabilities with multiple layers
  • Intuitive screen-recording automation
  • Supports multiple LLMs for flexibility
  • Low latency (<50ms) with global edge network
  • Autoscaling to 1000+ concurrent sessions
Cons
  • Free tier has limited credits and rate limits
  • Overage costs can add up at scale
  • Limited number of stealth browsers on free plan (5)
  • Managed proxies require payment
  • Limited to browser-based automation
  • May have learning curve for complex workflows
  • Credit-based billing can be complex for high usage
  • Free tier limited to 5 concurrent sessions and 15 min duration
Best For
  • AI agents needing live web context
  • Developers building onboarding or enrichment features
  • AI agents needing reliable browser automation
  • Web scraping projects with anti-bot challenges
  • Teams automating repetitive web tasks
  • Data analysts needing structured web scraping
  • Developers building AI-powered web automation agents
  • Teams needing scalable browser infrastructure for scraping and testing

How to use Context.dev?

  1. 1Sign up and verify your email to get an API key.
  2. 2Install the SDK (TypeScript, Python, Ruby, Go, PHP).
  3. 3Call the API endpoint for your need (scrape, crawl, extract, brand data).

Context.dev Key Features

  • Scrape any URL to clean markdown or rendered HTML
  • Crawl entire websites via sitemap or full-site crawl
  • Extract structured data defined by JSON schema
  • Retrieve brand data (logos, colors, fonts, socials, descriptions)
  • Capture screenshots and pull images from URLs
  • Identify transactions and classify companies (NAICS, SIC)
  • Logo Link CDN for instant logo embedding

Context.dev Use Cases

  • Power LLMs with real-time web context
  • Autofill onboarding forms with company data
  • Automate brand kit generation for products
  • Ground RAG systems in fresh web content
  • Enrich company profiles with firmographics
  • Personalize user experiences programmatically

Context.dev Pricing & Free Credits

Context.dev currently operates on a Free, Freemium model.

Free TierFree Credits

Free

$0

500 API credits/month, 30 req/min (work email), includes 10K Logo Link requests

Paid Plans

Developer

$25/month

10K API credits, 60 req/min, includes Logo Link

Pro

$149/month

100K API credits, 300 req/min, includes Logo Link

Scale

$499/month

500K API credits, 700 req/min, includes Logo Link

Enterprise

Contact for pricing

Custom credits, rate limits, SSO, SLA

Free

$0

500 API credits/month, 30 req/min (work email), includes 10K Logo Link requests

Developer

$25/month

10K API credits, 60 req/min, includes Logo Link

Pro

$149/month

100K API credits, 300 req/min, includes Logo Link

Scale

$499/month

500K API credits, 700 req/min, includes Logo Link

Enterprise

Contact for pricing

Custom credits, rate limits, SSO, SLA

Context.dev Pros & Cons

Pros

  • Comprehensive data extraction in one API
  • Simple integration with SDKs and documentation
  • High-quality brand and company data
  • Backed by Y Combinator
  • No hidden fees for JS rendering or anti-bot bypass

Cons

  • Free tier has limited credits and rate limits
  • Overage costs can add up at scale
  • Some brand data may be cached (quarterly refresh)

What is Context.dev best for?

  • AI agents needing live web context
  • Developers building onboarding or enrichment features
  • SaaS products requiring brand data automation
  • Teams looking to replace multiple scraping vendors

Context.dev FAQ

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