Headless browser tools for web scraping

Firecrawl

Turns any website into LLM-ready markdown via a single API

Zyte

Enterprise extraction platform from the team behind Scrapy

Scrapfly

Bundles anti-bot bypass, rendering, and screenshots into one API

Scrapling

Adaptive Python scraper whose selectors survive site redesigns

Tabstack

Mozilla's web execution API routing from raw fetch to full browser

Browserbase

Cloud browser infrastructure for agents, with the Stagehand SDK

Steel.dev

Open-source browser API with stealth and session management

Browserless

Headless browser platform for scraping, PDFs, and screenshots

Anchor Browser

Browser automation for agents, and a verified Cloudflare bot

Hyperbrowser

Browser-as-a-service with natural-language control and fast launches

Airtop

Natural-language cloud browser with SOC2 and HIPAA compliance

Lightpanda

Zig-built headless browser using far less memory than Chrome

Kernel

Autoscaling browsers with anti-bot detection and reusable sessions

Nstbrowser

Anti-detect browser with fingerprint control and a headless API

Rebrowser

Patches Chromium to run automation that bot detectors miss

Playwright

Microsoft's cross-browser automation for testing and scraping

Puppeteer

Google's Node.js library for driving headless Chrome

Crawlee

Apify's crawling library wrapping Playwright and Puppeteer

Crawl4AI

Open-source crawler shaped for RAG, the most-starred on GitHub