Data / Repositories / Scraping / Python
Python Scraping repositories on GitHub: 17 ranked by stars
17 public Python repositories tagged Scraping are on GitHub, with 218,813 stars between them; 2 had a push in the last 30 days. The most starred: D4Vinci/Scrapling (86,357), scrapy/scrapy (64,433), 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 |
| scrapy/scrapy | Scrapy, a fast high-level web crawling & scraping framework for Python. | 64,433 | 11,969 | BSD-3-Clause | Sep 21 | Sep 21 |
| 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 |
| alirezamika/autoscraper | A Smart, Automatic, Fast and Lightweight Web Scraper for Python | 7,990 | 827 | MIT | Jul 29 | Sep 21 |
| adbar/trafilatura | Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML | 6,845 | 433 | Apache-2.0 | Sep 21 | Sep 21 |
| aapatre/Automatic-Udemy-Course-Enroller-GET-PAID-UDEMY-COURSES-for-FREE | Do you want to LEARN NEW STUFF for FREE? Don't worry, with the power of web-scraping and automation, this script will find the necessary Udemy coupons & enroll you for PAID UDEMY… | 3,292 | 560 | GPL-3.0 | Apr 28 | Sep 21 |
| lorien/grab | Web Scraping Framework | 2,464 | 274 | MIT | Sep 19, 2025 | Sep 21 |
| tinyfish-io/agentql | AgentQL is a suite of tools for connecting your AI to the web. Featuring a query language and Playwright integrations for interacting with elements and extracting data quickly… | 1,464 | 171 | MIT | Sep 18 | Sep 21 |
| raznem/parsera | Lightweight library for scraping web-sites with LLMs | 1,358 | 78 | GPL-2.0 | Dec 17, 2025 | Sep 21 |
| scrapfly/scrapfly-scrapers | Scalable Python web scraping scripts for +40 popular domains | 1,083 | 205 | Sep 18 | Sep 21 | |
| daijro/hrequests | Web scraping for humans | 1,022 | 66 | MIT | Dec 1, 2024 | Sep 21 |
| lkuffo/web-scraping | Más de 50 ejemplos de web scraping utilizando: Requests | Scrapy | Selenium | LXML | BeautifulSoup | 393 | 213 | GPL-3.0 | Oct 20, 2025 | Sep 21 |
| alephdata/memorious | Lightweight web scraping toolkit for documents and structured data. | 316 | 64 | MIT | May 20 | Sep 21 |
| oxylabs/Python-Web-Scraping-Tutorial | In this Python Web Scraping Tutorial, we will outline everything needed to get started with web scraping. We will begin with simple examples and move on to relatively more complex. | 305 | 35 | Sep 24, 2025 | Sep 21 | |
| nuhmanpk/WebScrapper | Powerful Telegram bot for web scraping and crawling. Fast, easy, and loved by thousands! | 211 | 116 | MIT | Mar 19 | Sep 21 |
| ScrapeGraphAI/scrapegraph-mcp | ScapeGraph MCP Server | 115 | 38 | MIT | Jul 17 | Oct 14 |
Other languages
- JavaScript 5
- TypeScript 4
- Rust 3
Related topics
- Crawler 20
- Web scraping 19
- Webscraping 12
- Scraper 11
- Crawling 11
- Python 11
- Web crawler 7
- Automation 7
- Playwright 7
- Spider 7
- AI 6
- Data extraction 6
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.