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Top Python Web Automation Libraries 2025

GitHub Libraries Python Web Automation Libraries

scrapy/scrapy 55K +138

added 2 months ago

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

unclecode/crawl4ai 40K +1326

added 1 month ago

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

microsoft/playwright-python 12K +102

added 1 month ago

Python version of the Playwright testing and automation library.

seleniumbase/seleniumbase 9K +56

added 1 month ago

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

mherrmann/helium 7K +26

added 1 month ago

Lighter web automation with Python

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