unclecode/crawl4ai
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
About the project
Open-source web crawler and scraper that turns pages into clean, LLM-ready Markdown for RAG, agents and data pipelines. Runs via Python API, CLI and Docker with no API keys.
Useful for
- Build a Markdown corpus from a site for a RAG pipeline
- Extract structured data from pages using an LLM
- Run a deep BFS crawl over documentation pages
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.
Why it’s trending
- 406 stars today. The usual pace is 192 per day, so that's 2.1× as much.
- Over the last two days the pace is 3.1× that of the previous week and a half.
- GitHub Trending Python today: #10, +690 stars.
- About 52 forks a day — people are taking the code.
Stars per day
Bars are daily stars, the line is the usual pace. Red marks spike days.
Numbers
- Total stars
- 83,186
- Stars in a day
- 411
- Forks
- 8,589
- Issues and pull requests
- 1,785
- Watchers
- 412
- Language
- Python
- License
- Apache-2.0
- Latest release
- v0.9.3 · August 31, 2026
- Created
- May 9, 2024
- Last push
- September 9, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- September 13, 2026GitHub Trending Python today: #10, +690 stars
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README badge
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