Best Open Source Web Scraping Tools

Redis is a blazing-fast in-memory data store used to cache scraped results, manage job queues, and power real-time data pipelines.

Elasticsearch is a distributed search and analytics engine that lets you index, query, and analyze large volumes of scraped data in real time.

Browser Use is an open-source platform that lets AI agents automate web tasks using natural language, with stealth browsers and custom models for scale.

Firecrawl is an open-source web crawling and scraping API that turns entire websites into clean, LLM-ready markdown or structured data for AI applications.

Playwright is an open-source framework for reliable end-to-end testing and browser automation across Chromium, Firefox, and WebKit with a single API.

Puppeteer is a JavaScript library that provides a high-level API to control Chrome or Firefox for web scraping, testing, and browser automation tasks.

n8n is a workflow automation platform that combines AI capabilities with business process automation, offering code flexibility with no-code speed.