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Open Source Web Crawlers using Docker

A curated collection of the best open source tools for automatically crawling and extracting data from websites. using Docker.

Firecrawl

Turn any website into clean, AI-ready data via API

Stars
133,292
Forks
7,810
Last commit
17 hours ago

API for AI agents to search, scrape, crawl, and interact with the live web, returning clean Markdown, structured JSON, or screenshots from any page.

Open Source Alternative to:

Browserbase

Crawl4AI

LLM-ready web crawler built for AI data pipelines

Stars
68,607
Forks
7,005
Last commit
13 days ago

Open-source web crawler and scraper that produces clean, structured output optimized for LLMs, RAG pipelines, and AI agents. Supports async crawling, CSS/XPath/LLM extraction, and stealth browser control.

Open Source Alternative to:

Browserbase

Stars
Forks
Last commit

Stars
Forks
Last commit

Stars
Forks
Last commit

Stars
Forks
Last commit

Stars
Forks
Last commit

Stars
Forks
Last commit