head to head · open source
firecrawl vs tolgee
firecrawl has 197,942 GitHub stars, 10,457 forks, 621 open issues and last shipped yesterday. tolgee has 4,150 stars, 379 forks, 193 open issues and last shipped yesterday. firecrawl leads on adoption by 4,670% (197,942 vs 4,150 stars). firecrawl is written in TypeScript under AGPL-3.0; tolgee is written in TypeScript under a custom or non-standard licence. firecrawl has attracted 5% as many forks as stars, tolgee 9%. tolgee was the more recently maintained of the two, and both are self-hostable with no licence fee.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| firecrawl | tolgee | |
|---|---|---|
| GitHub stars | ★ 198K | ★ 4.2K |
| License | AGPL-3.0 | Custom / other |
| Written in | TypeScript | TypeScript |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 10K | ⑂ 379 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick firecrawl if
- You weight community size — 198K stars and counting
- You want the AGPL-3.0 license terms
- Your stack matches TypeScript
- You value the larger contributor base for long-term maintenance
pick tolgee if
- You want the tolgee feature set and don't need the biggest community
- You prefer the Custom / other license terms
- Your stack matches TypeScript
- You evaluated both and tolgee fits your workflow better
About firecrawl
🔥 Firecrawl The API to search, scrape, and interact with the web at scale. 🔥 The web context API to find sources, extract content, and turn it into clean Markdown or structured data your agents can ship with. Open source and available as a hosted service. Pst. Hey, you, join our stargazers :) Why Firecrawl? Industry leading reliability : Covers 96% of the web, including JS heavy pages — no proxy headaches, just clean data (see benchmarks) Blazingly fast : P95 latency of 3.4s across millions of pages, built for real time agents and dynamic apps LLM ready output : Clean markdown, structured JSON, screenshots…
read the full firecrawl overview →
About tolgee
Tolgee An open source localization platform developers enjoy working with 🤫 Happy with Tolgee? Please review us on G2 🙏 An open source alternative to Crowdin, Phrase, or Lokalise Why use Tolgee? It saves you valuable time that would otherwise be spent on localization tasks while ensuring your software is flawlessly translated. In context translating & One click screenshots Easily add translations to your code and edit them directly within your app using the Tolgee i18n tool. Simply hold the ALT/Option key and click on an element to open a dialog where you can modify your strings effortlessly—no need to…
read the full tolgee overview →
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Frequently asked questions
Is firecrawl or tolgee more popular?
firecrawl has 197,942 GitHub stars and tolgee has 4,150. firecrawl has the larger community by that measure.
Are firecrawl and tolgee free?
Both are open source. firecrawl is licensed under AGPL-3.0, and tolgee has no licence declared in this registry. Both are free to self-host.
What is the difference between firecrawl and tolgee?
firecrawl is written in TypeScript and tolgee in TypeScript. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, firecrawl or tolgee?
Choose firecrawl if you want the larger community (197,942 stars) or its AGPL-3.0 licence terms. Choose tolgee if its feature set, stack or Custom / other licence fits better. Both are self-hostable.