The Principal Dev – Masterclass for Tech Leads

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Top Python Web Scrapers 2025

GitHub Libraries Python Web Scrapers

scrapy/scrapy 54K +127

added 1 month ago

Scrapy, a fast high-level web crawling & scraping framework for Python.

unclecode/crawl4ai 40K +1512

added 1 month ago

Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper.

codelucas/newspaper 14K +22

added 1 month ago

newspaper3k is a news, full-text, and article metadata extraction for Python.

microsoft/playwright-python 12K +107

added 1 month ago

Python version of the Playwright testing and automation library.

seleniumbase/seleniumbase 9K +54

added 1 month ago

Python APIs for web automation, testing, and bypassing bot-detection.

mherrmann/helium 7K +23

added 1 month ago

Lighter web automation with Python

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