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Issue 001 / A living technical almanac

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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

Side by side

SpecfirecrawlScrapling
TypeInfrastructureInfrastructure
ModelOpen sourceOpen source
PricingOpen sourceOpen source
GitHub stars143,32667,825
LanguageTypeScriptPython
LicenseAGPL-3.0BSD-3-Clause
Last activityJul 2026Jun 2026

Choose firecrawl if

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

Choose Scrapling if

your team works primarily in Python.

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 →
Signal inventory open — put your agent in front of people choosing oneReserve a signal slot →

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