Best free Firecrawl alternatives (open source, 2026)
Updated · 20 repos compared
The best free Firecrawl alternative for most people is crawl4ai (86k GitHub stars, Apache-2.0 license). WebReaper works on a Mac, according to the project. All 20 options below are open source and run on your own computer or server, so there's no subscription.
Firecrawl (web data API for AI agents) is a paid, closed-source product. The open-source projects below do the same job and run on your own computer or server.
Top picks
Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. Join our Discord https://discord.gg/VuxzM8m
- Needs:
- Hardware needs not stated by the project
- Trade-off
- Better than Firecrawl: a permissive Apache-2.0 license, very active development. Worse: you install and run it yourself instead of Firecrawl's hosted app.
Python scraper based on AI
- Needs:
- Hardware needs not stated by the project
- Trade-off
- Better than Firecrawl: a permissive MIT license. Worse: you install and run it yourself instead of Firecrawl's hosted app.
AI-native web scraper. Single binary with a bundled Claude Code skill. MIT-licensed alternative to Firecrawl.
- Needs:
- works on Mac (as stated by the project)
- Trade-off
- Better than Firecrawl: a permissive MIT license. Worse: a small community, so fewer guides and fixes.
Comparison
✓ yes · ✗ no · – not stated by the project. Hardware details may be incomplete.
Firecrawl vs open source: what you give up
- Setup. Firecrawl is ready as soon as you sign up. These projects need installing, usually with Python, Node or Docker.
- Hardware. Most of these don't state hardware needs; heavier models run much faster with a GPU. 2 mention Mac support.
- Polish and support. Paid products usually have a smoother interface, managed updates and customer support. Open source gives you privacy, no usage limits and no monthly bill.
- Maintenance. 16 of 20 were updated in the last 30 days.
- License. 20 of 20 use a standard open-source license (MIT, Apache, GPL and similar). Check the license before commercial use.
FAQ
Is there a free alternative to Firecrawl?
Yes. We list 20 free, open-source GitHub projects that do the same job as Firecrawl. The most popular are Scrapling, crawl4ai and pandas.
What is the best open-source Firecrawl alternative?
It depends on your setup. Best overall: crawl4ai. Also excellent: Scrapegraph-ai. Mac users: WebReaper. Compare GitHub stars, license and hardware needs in the table on this page.
Can I run a Firecrawl alternative on a Mac?
Yes. According to the projects, WebReaper and moli run on macOS.
Do I need a GPU to replace Firecrawl?
Most of these don't state hardware needs. Expect heavier models to run much faster with a GPU.
Are these Firecrawl alternatives really free?
Yes. All 20 are open source on GitHub, and projects that need a paid API key are left out. 20 use a standard open-source license such as MIT, Apache or GPL; check the license before commercial use.