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, FreemiumFreeFree, Free Trial, PaidFree, Free Trial, Paid
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
  • SPF Flattener - resolves SPF includes and produces a flattened TXT record
  • DNS Twister - generates and inspects lookalike domain permutations
  • Is This a Homoglyph? - analyzes IDN, punycode, and visually confusable characters
  • Extract structured data to a schema you define
  • Convert pages to clean Markdown
  • Run cited multi-source research in a single API call
  • Maps viewport to an indent-structured text-tree of only actionable elements (500 tokens vs 40k)
  • Human escape hatch for CAPTCHAs and enterprise MFA
  • Unattended concurrency: run 30 terminals simultaneously
Pros
  • Comprehensive data extraction in one API
  • Simple integration with SDKs and documentation
  • Free to use
  • No registration required for basic tools
  • No need to host or manage browsers
  • Token-efficient: uses accessibility tree instead of screenshots
  • Extremely efficient token usage (500 tokens per page)
  • Avoids slow vision models and WAF bans by navigating at human speed
Cons
  • Free tier has limited credits and rate limits
  • Overage costs can add up at scale
  • Limited to DNS-related functionalities
  • Requires some technical knowledge of DNS
  • Stateless retries can lead to duplicate actions on writes
  • No built-in session management for authenticated workflows
  • Closed-source; no access to modify or audit code
  • Requires command-line proficiency
Best For
  • AI agents needing live web context
  • Developers building onboarding or enrichment features
  • Developers
  • Network engineers
  • Developers building AI agents that need live web data
  • Teams automating browser interactions without infrastructure overhead
  • Developers automating web tasks with LLMs
  • Data extraction and scraping at scale

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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