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Research & Data Agents · Head-to-head

firecrawl vs Scrapling

firecrawl and Scrapling are both research & data agents. firecrawl is The API to search, scrape, and interact with the web at scale, while Scrapling is an adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!. Here's an independent, side-by-side look at how they compare — and which fits.

firecrawl

Infrastructure· Open source

The API to search, scrape, and interact with the web at scale.

Visit firecrawl
Scrapling

Infrastructure· Open source

An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

Visit Scrapling

Bottom line

firecrawl and Scrapling are both open-source research & data agents you can self-host for free. firecrawl has wider GitHub adoption — 168k stars vs 75k. Neither is universally better — pick by fit.

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Side by side

SpecfirecrawlScrapling
TypeInfrastructureInfrastructure
ModelOpen sourceOpen source
PricingOpen sourceOpen source
GitHub stars168,28574,648
LanguageTypeScriptPython
LicenseAGPL-3.0BSD-3-Clause
Last activityAug 2026Aug 2026

Key differences

  • firecrawl has wider GitHub adoption — 168k stars vs 75k.
  • firecrawl is written primarily in TypeScript; Scrapling in Python.
  • Licensing differs: firecrawl is AGPL-3.0, Scrapling is BSD-3-Clause.

Choose firecrawl if

Feeding agents clean web data: crawl, scrape, and convert to markdown via API.

Choose Scrapling if

Scraping sites that change layout or block bots, with selectors that self-repair.

About firecrawl

The API to search, scrape, and interact with the web at scale.

Full firecrawl profile →

About Scrapling

An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

Full Scrapling profile →

Frequently asked

What's the main difference between firecrawl and Scrapling?
firecrawl has wider GitHub adoption — 168k stars vs 75k.
Is firecrawl or Scrapling better?
Neither is universally better. firecrawl is the stronger fit for Feeding agents clean web data: crawl, scrape, and convert to markdown via API; Scrapling for Scraping sites that change layout or block bots, with selectors that self-repair. Use the side-by-side specs to decide by your own constraints.
Is firecrawl or Scrapling free?
firecrawl is free to run and self-host; Scrapling is free to run and self-host. Both are free to self-host — you only pay for the infrastructure and any model or API usage.
Which is more popular, firecrawl or Scrapling?
By GitHub stars — a proxy for open-source adoption — firecrawl is ahead (168k vs 75k). Stars measure attention, not necessarily the better fit for you.
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