Run web crawling and scraping workflows with Crawl4AI, an open-source crawler built to produce LLM-ready markdown and structured extraction output. It supports async crawling, browser automation hooks, deep crawls, CLI usage, and Python-based data pipelines.
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Added June 8, 2026
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---
name: "Crawl4AI LLM-Friendly Web Crawler"
slug: "crawl4ai-llm-friendly-web-crawler"
description: "Run web crawling and scraping workflows with Crawl4AI, an open-source crawler built to produce LLM-ready markdown and structured extraction output. It supports async crawling, browser automation hooks, deep crawls, CLI usage, and Python-based data pipelines."
github_stars: 63963
verification: "security_reviewed"
source: "https://github.com/unclecode/crawl4ai"
category: "Research & Scraping"
framework: "Multi-Framework"
tool_ecosystem:
github_repo: "unclecode/crawl4ai"
github_stars: 63963
---
# Crawl4AI LLM-Friendly Web Crawler
Run web crawling and scraping workflows with Crawl4AI, an open-source crawler built to produce LLM-ready markdown and structured extraction output. It supports async crawling, browser automation hooks, deep crawls, CLI usage, and Python-based data pipelines.
## Installation
Use the upstream install or setup path that matches your environment:
- pip install -U crawl4ai
- pip install crawl4ai --pre
- Crawl4AI offers flexible installation options to suit various use cases. You can install it as a Python package or use Docker.
- pip install crawl4ai
Requirements and caveats from upstream:
- [](https://pypi.org/project/crawl4ai/)
- ✨ Previous v0.7.8: Stability & Bug Fix Release! 11 bug fixes addressing Docker API issues, LLM extraction improvements, URL handling fixes, and dependency updates. [Release notes →](https://github.com/unclecode/crawl4...
- **Deploy anywhere**, zero keys, CLI and Docker, cloud friendly
Basic usage or getting-started notes:
- I made it open source for **availability**, anyone can use it without a gate. Now I’m building the platform for **affordability**, anyone can run serious crawls without breaking the bank. If that resonates, join in, s...
- ## 🚀 Quick Start
- # For pre release versions
- Source: https://github.com/unclecode/crawl4ai
- Extracted from upstream docs: https://raw.githubusercontent.com/unclecode/crawl4ai/HEAD/README.md
## Source
- [Agent Skill Exchange](https://agentskillexchange.com/skills/crawl4ai-llm-friendly-web-crawler/)
