10 GITHUB REPOS THAT SCRAPE THE ENTIRE INTERNET FOR YOU.

Bookmark every single one. Each pulls clean data off any website on earth, the kind of access companies sell behind a sales call and a contract.
Firecrawl. Point it at any website and it crawls every page, renders the JavaScript, and hands back clean structured data an AI can read instantly. One of the most widely adopted scraping backbones in the AI stack right now, fully open.

Crawl4AI. Turns any site into clean, LLM-ready markdown. No API key, no account, no per-page fee. Tens of thousands of stars and one of the fastest-growing crawlers on GitHub.

browser-use. An AI agent that drives a real browser like a human: clicking, scrolling, logging in, filling forms, pulling data off sites a simple crawler can't reach. Built by two ETH Zurich researchers. MIT licensed.

Crawlee. The full professional scraping framework. Rotating proxies, automatic retries, browser fingerprint spoofing, queue management. The machinery that keeps you from getting blocked.

Scrapy. The original industrial-strength scraper that's quietly powered data teams for over a decade. Crawl millions of pages, extract anything, export it clean.

MarkItDown. Microsoft's own tool that converts any file or web page, PDFs, Office docs, HTML, images, into clean markdown an AI can actually use.

Scrapling. A stealth scraper built to stay invisible, adapting automatically when a site changes layout and slipping past bot detection.

scrcpy. Mirror and control any Android phone from your computer to pull data and automate apps with no website at all.

AutoScraper. Show it one example of what you want and it figures out the pattern and scrapes the rest automatically. No selectors, no code to maintain.

curl-impersonate. A version of curl that mimics a real browser's fingerprint so requests sneak past bot defenses looking exactly like a human with Chrome open.

Companies sell access like this for $2,000 a month. The source code is right here, free.