🔥 10 GitHub Repositories to Scrape Almost Any Website
1.
FirecrawlTurns entire websites into clean, AI-ready Markdown or structured data with just a few API calls. Perfect for feeding LLMs. 🤖
2.
Crawl4AIAn open source python crawler built specifically for AI. Extracts clean, structured content optimized for LLMs. 🐍
3.
Browser UseAI Agent that control browsers like a human. It allows an AI agent to dynamically visually navigate, click elements, bypass popups, and extract data. 🖱️
4.
CrawleeA powerful scraping framework for building fast, reliable crawlers with support for Playwright, Puppeteer, and Cheerio. ⚡
5.
ScrapyOne of the most popular Python frameworks for large-scale web scraping and crawling projects. 🕷️
6.
MarkItDownConverts PDFs, Office documents, HTML, and many other file types into clean Markdown for AI workflows. 📄
7.
ScraplingA modern Python scraping library that combines speed, browser automation, and smart parsing with a simple API. 🚀
8.
SkyvernAn AI-powered scraping tool that dynamically solve CAPTCHAs, log into complex portals, and extract data without requiring any pre-defined HTML selectors or XPaths. 🔓
9.
AutoScraperAutomatically learns how to extract similar data from web pages by showing it just a few examples. 🧠
10.
curl-impersonateMakes cURL mimic real browsers like Chrome and Safari to bypass bot detection and access protected websites more reliably. 🕵️
💡 Save this list for your next web scraping or AI automation project.
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