Data / Repositories / Web crawler / Python
Python Web crawler repositories on GitHub: 6 ranked by stars
6 public Python repositories tagged Web crawler are on GitHub, with 128,422 stars between them; 3 had a push in the last 30 days. The most starred: unclecode/crawl4ai (85,530), ScrapeGraphAI/Scrapegraph-ai (31,623), apify/crawlee-python (9,542).
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Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| unclecode/crawl4ai | Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. | 85,530 | 8,879 | Apache-2.0 | Oct 14 | Oct 14 |
| ScrapeGraphAI/Scrapegraph-ai | Python scraper based on AI | 31,623 | 3,221 | MIT | Oct 6 | Oct 8 |
| apify/crawlee-python | Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files… | 9,542 | 809 | Apache-2.0 | Sep 21 | Sep 21 |
| scrapfly/scrapfly-scrapers | Scalable Python web scraping scripts for +40 popular domains | 1,083 | 205 | Sep 18 | Sep 21 | |
| jpjacobpadilla/Stealth-Requests | Undetected web-scraping & seamless HTML parsing in Python! | 564 | 57 | MIT | Sep 19 | Sep 21 |
| RayenMlayeh/jevcrawl | MCP server and CLI that crawls websites for AI agents: finds the answer page 2x more often than Crawl4AI, 10x cheaper per answer than letting Claude crawl. | 80 | 7 | Apache-2.0 | Oct 15 | Oct 21 |
Other languages
- TypeScript 3
- Rust 3
Related topics
- Web scraping 15
- Crawler 11
- Scraper 8
- Scraping 7
- AI agents 6
- Data extraction 6
- LLM 6
- Markdown 6
- Web scraper 5
- Webscraping 5
- MCP 5
- Python 5
Read from GitHub by SpecStream between September 21, 2026 and October 21, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.