head to head
Firecrawl vs trafilatura
trafilatura is the open source alternative to Firecrawl — scrape, crawl and search the web for ai applications. Here is the honest comparison.
Yes — trafilatura is a viable free replacement for Firecrawl. trafilatura is open source under Apache-2.0, written in Python, with 6,846 GitHub stars, 433 forks and 60 open issues; it was last pushed 17 hours ago. Firecrawl costs from $19, while self-hosting trafilatura carries no licence fee — the trade is your operational time instead of a subscription. 3 other open source Firecrawl alternatives are tracked here, led by Crawl4AI at 84,048 stars. trafilatura ranks #4 of 4 tracked open source Firecrawl alternatives by stars. The tracked set, by adoption: Crawl4AI (84,048 stars), Scrapling (82,865 stars), crawlee (25,865 stars). Replacement criteria on this page: 4 reasons to move to trafilatura and 3 reasons to stay on Firecrawl.
choose trafilatura if
- Your Firecrawl bill is growing with seats or usage
- You need your data in a format and server you control
- Your compliance posture requires auditing the code that touches sensitive data
- You have (or can rent) a server and basic Docker comfort
stick with Firecrawl if
- You need the polished onboarding and support SLAs of a commercial vendor
- Your team has zero capacity to operate software, even self-hosted-simple
- You depend on a Firecrawl integration ecosystem that the OSS alternatives have not replicated
Side by side
| trafilatura (open source) | Firecrawl | |
|---|---|---|
| Price | Free (self-hosted) | Free tier 1,000 credits/month; paid plans from $19/month (billed annually) |
| License | Apache-2.0 | Proprietary |
| Source code | Public, auditable | Closed |
| Self-hosting | Yes — adbar/trafilatura | Cloud only |
| Data ownership | Your server, your format | Vendor's cloud |
| Community | ★ 6.8K · ⑂ 433 | — |
| Built with | Python | — |
Why people look for a Firecrawl alternative
About trafilatura
Trafilatura is a Python package and command line tool that crawls the web and turns raw HTML into structured text and metadata, built for developers, researchers, and data teams assembling corpora, news feeds, or retrieval augmented generation datasets.
read the full trafilatura overview →
Other open source alternatives to Firecrawl
last updated nightly · ranking method: github stars, live-tracked
Frequently asked questions
Is trafilatura a good replacement for Firecrawl?
trafilatura is an open source alternative to Firecrawl (Scrape, crawl and search the web for AI applications). It is written in Python and licensed under Apache-2.0, with 6,846 GitHub stars.
Is trafilatura free compared to Firecrawl?
Yes. trafilatura is open source — there is no licence fee, and you can self-host it. Firecrawl is typically a paid subscription, so the trade-off is licence cost against the operational work of running it yourself.
How do I migrate from Firecrawl to trafilatura?
Migration effort depends on the data formats involved. Check trafilatura's documentation for import options, and compare the feature table above to confirm the capabilities you depend on are covered before switching.