Data / Repositories / Data extraction / Python
Python Data extraction repositories on GitHub: 6 ranked by stars
6 public Python repositories tagged Data extraction are on GitHub, with 206,131 stars between them; 3 had a push in the last 30 days. The most starred: D4Vinci/Scrapling (86,357), unclecode/crawl4ai (85,530), ScrapeGraphAI/Scrapegraph-ai (31,623).
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Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| D4Vinci/Scrapling | An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! | 86,357 | 8,855 | BSD-3-Clause | Oct 8 | Oct 8 |
| 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 |
| raznem/parsera | Lightweight library for scraping web-sites with LLMs | 1,358 | 78 | GPL-2.0 | Dec 17, 2025 | Sep 21 |
| ScrapeGraphAI/scrapecraft | AI-powered web scraping editor with visual workflow builder. Build, test & deploy web scrapers using natural language. Powered by ScrapeGraphAI & LangGraph. | 699 | 112 | MIT | Dec 26, 2025 | Sep 21 |
| jpjacobpadilla/Stealth-Requests | Undetected web-scraping & seamless HTML parsing in Python! | 564 | 57 | MIT | Sep 19 | Sep 21 |
Other languages
Related topics
- Web scraping 10
- AI 7
- LLM 7
- Webscraping 7
- Python 7
- Crawler 6
- Scraping 6
- Web crawler 6
- AI agents 5
- Markdown 5
- Web scraper 5
- MCP 4
Every Data extraction repository
Read from GitHub by SpecStream between September 21, 2026 and October 14, 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.