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Python Scraper repositories on GitHub: 11 ranked by stars

11 public Python repositories tagged Scraper are on GitHub, with 130,212 stars between them; 2 had a push in the last 30 days. The most starred: unclecode/crawl4ai (85,530), Evil0ctal/Douyin_TikTok_Download_API (20,637), apify/crawlee-python (9,542).

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Every repository, most starred first

RepositoryWhat it isStarsForksLicenseLast pushRead
unclecode/crawl4aiOpen-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.85,5308,879Apache-2.0Oct 14Oct 14
Evil0ctal/Douyin_TikTok_Download_API抖音、TikTok 数据采集与无水印视频下载 API,自托管,支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async REST API, MCP server, CLI and web console for…20,6372,881Apache-2.0Oct 2Oct 14
apify/crawlee-pythonCrawlee—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…9,542809Apache-2.0Sep 21Sep 21
alirezamika/autoscraperA Smart, Automatic, Fast and Lightweight Web Scraper for Python7,990827MITJul 29Sep 21
aapatre/Automatic-Udemy-Course-Enroller-GET-PAID-UDEMY-COURSES-for-FREEDo 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…3,292560GPL-3.0Apr 28Sep 21
scrapfly/scrapfly-scrapersScalable Python web scraping scripts for +40 popular domains1,083205Sep 18Sep 21
JosephLai241/URSUniversal Reddit Scraper - A comprehensive Reddit scraping/archival command-line tool.1,036126MITJul 11Oct 11
sangaline/advanced-web-scraping-tutorialThe Zipru scraper developed in the Advanced Web Scraping Tutorial.42693Mar 19, 2017Sep 21
C5H12O5/syno-videoinfo-pluginA simple web scraping plugin for Synology Video Station34831Apache-2.0May 21Sep 21
nuhmanpk/WebScrapperPowerful Telegram bot for web scraping and crawling. Fast, easy, and loved by thousands!211116MITMar 19Sep 21
codingforentrepreneurs/Web-ScrapingLearn how to leverage Python's amazing tools to scrape data from other websites. The end goal of this course is to scrape blogs to analyze trending keywords and phrases. We'll be…11765MITDec 14, 2018Sep 21

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Every Scraper 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.