Firecrawl vs Mage
A side-by-side comparison of two self-hosted automation & workflows options — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
Firecrawl
Turn websites into clean data for AI applications
VS
Mage
Open-source data pipeline tool for transforming and integrating data
| Feature | Firecrawl | Mage |
|---|---|---|
| Category | Automation & Workflows | Automation & Workflows |
| License | AGPL-3.0 | Apache-2.0 |
| Language | TypeScript | Python |
| Setup difficulty | Medium | Medium |
| Min. RAM | 2,048 MB | 2,048 MB |
| Deployment | docker, source | docker, kubernetes, helm |
| GitHub stars | ★ 162,961 | ★ 8,789 |
| First released | 2024 | 2022 |
| Replaces | Apify | Azure Data Factory, Apache Airflow |
Why pick each one
Choose Firecrawl if…
- Released under the AGPL-3.0 license
- First-class Docker support for quick deployment
- Mature project with 163k GitHub stars
- Written in TypeScript
Frequently asked questions
Is Firecrawl or Mage better?
Neither is universally better. Firecrawl has the larger community; both share a medium setup difficulty, so the decision comes down to features and licensing.
Are Firecrawl and Mage free and open-source?
Yes. Firecrawl is licensed under AGPL-3.0 and Mage under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Firecrawl and Mage with Docker?
Firecrawl: yes. Mage: yes.