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unclecode/crawl4ai

Official Crawl4AI Cloud: a hosted web scraping, extraction, and search API for AI agents. Free API key, 1,000 credits a month, no card. Fully open source: this repo is the Apache-2.0 crawler that powers it, and you can self-host it.

What it does

Official Crawl4AI Cloud: a hosted web scraping, extraction, and search API for AI agents. Free API key, 1,000 credits a month, no card. Fully open source: this repo is the Apache-2.0 crawler that powers it, and you can self-host it.

Summary based on the GitHub description (opens in a new tab)

What the README covers

  • 🚀🤖 Crawl4AI: the open-source web crawler for LLMs and AI agents
  • Two ways to use Crawl4AI
  • 🐍 Run it yourself: open source, forever
  • ☁️ Or use the cloud: no browsers, no proxies
  • Which one?
  • ✨ Features
  • 🛠️ Installation
  • 🔬 Advanced usage examples
  • 📖 Documentation
  • 🤝 Contributing
  • 📄 License & Attribution
  • Attribution Requirements

Getting started

Excerpt from the README · Checked 15 Oct 2026

bash
pip install -U crawl4ai
crawl4ai-setup        # installs the browser, once

Shown exactly as published. Top 200 Repos has not run or tested it. View in README (opens in a new tab)

Ranking trend

Global rank in each recorded snapshot. A lower number is a higher rank.

Global Rank · 2 Observed Snapshots · Lower Is Better · Gaps Indicate Missing Ranks

From #186 to #189 across 2 snapshots since 15 Oct 2026.

What people build with it

Planned, not done

Turn public competitor pages into a structured market scan with Crawl4AI

Crawl4AI crawls pages into clean Markdown and extracts fields such as product names and prices with CSS or XPath schemas or an LLM, giving an agent tidy input for a market or competitor comparison.

github.comunclecode/crawl4ai, ollama/ollama

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