Scrape Anything by Context.dev

Scrape Anything by Context.dev is a web data API for AI agents and LLM pipelines to scrape URLs, search the live web, crawl sites, and extract structured data.

Context.dev is a web data API designed specifically for AI agents and LLM pipelines. It allows users to scrape any URL into LLM-ready Markdown, HTML, screenshots, images, or structured fields using a single REST API. The platform handles JavaScript rendering in a real browser, automatic proxy escalation, and adaptive retries on every request without requiring manual configuration. Users can map and crawl entire websites, run batch jobs for thousands of URLs, monitor pages for changes on a schedule, and get structured answers with source URLs. It is built for developers and AI coding agents looking to integrate live web data, enrich company profiles, and ground retrieval-augmented generation pipelines in fresh content.

Scrape Anything by Context.dev at a glance

Best for: Software engineer
Runs on: Web, API
Pricing: Free plan; Developer $19/mo; Pro $99/mo; Growth $299/mo; Scale $499/mo; Enterprise custom pricing
Released: October 2026
Category: AI research tool
Website: context.dev

Key features

Scrape webpages and PDFs into Markdown, HTML, and screenshots
Crawl entire websites and process large batches of URLs
Extract structured JSON and data fields
Monitor pages for changes on a schedule
Ask research questions and get sourced answers
Execute JavaScript rendering in a real browser
Bypass anti-bot protections with escalating proxies

Use it for

Powering AI agents with live web data and search capabilities
Grounding RAG pipelines in fresh scraped content
Monitoring web pages and pricing changes on a schedule
Enriching company profiles and brand assets for onboarding
Extracting structured data from large batches of URLs

Companions

Tools that articles about Scrape Anything by Context.dev recommend using with it, each with its job.

n8n — Self-hostable automation with code allowed in any step
Claude Code — Terminal-first agent that handles multi-hour refactors and migrations
Cursor — Same MCP server, registered with one command.
Pinecone — Official template ingests scraped pages into Pinecone.
Qdrant — Self-hostable index for crawled docs.

Alternatives to Scrape Anything by Context.dev

Firecrawl — Provides direct web data access for AI agents with open source flexibility.
Spider — It streams clean markdown or JSON from any website in realtime with a single API key.
ScrapeGraphAI — Extracts structured data via natural language prompts with no selectors or proxies.
Scrapling — It uses adaptive element tracking to maintain scrapers when websites change.
past.dev — Provides agents with accurate, timestamped context instead of static retrieval.
Crawl4AI — Turns any URL into clean Markdown or typed JSON for AI models.
BrowserAct Skills — Builds tested web scrapers from single text prompts with managed infrastructure.
Exa — Provides high-accuracy web search and deep research endpoints for AI agents.
LLM Scraper — Extracts structured data from any webpage using Zod or JSON Schema.
WebBrain — Runs locally or in the cloud with your choice of LLM and zero telemetry.
Anakin — Zero-touch keyless start lets agents make unauthenticated HTTP calls immediately.
ContextWire — Unifies 105 search engines with LLM extraction and zero query cost.

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