Adopt now+4.9k this week76,688 · 7,671 forks

A Python scraping library that adapts when a site changes its markup, instead of breaking silently.

Mature enough to put in production this quarter.

Who it's for

Small teams running scrapers they cannot afford to babysit — pricing feeds, listings, directories.

What it replaces

The recurring afternoon spent repairing selectors after a site redesign.

The catch

It is a young project carried by one main maintainer. The permissive BSD licence limits the damage, but plan for the bus factor.

Your first hour

Rewrite your most fragile existing scraper in it and leave both running for two weeks. Keep the one that survives.

The numbers

Stars76,688
Forks7,671
Stars added (7d)+4.9k
Open issues0
LanguagePython
LicenceBSD-3-Clause
Last pushUpdated 3 days ago
Project age1.9 years old

Maintainers describe it as: 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

aiai-scrapingautomationcrawlercrawlingcrawling-pythondatadata-extractionmcpmcp-server

Scrapling, in short

Should a small team use Scrapling?
Adopt now. Mature enough to put in production this quarter. Small teams running scrapers they cannot afford to babysit — pricing feeds, listings, directories.
What does Scrapling actually do?
A Python scraping library that adapts when a site changes its markup, instead of breaking silently.
What does Scrapling replace?
The recurring afternoon spent repairing selectors after a site redesign.
What is the downside of Scrapling?
It is a young project carried by one main maintainer. The permissive BSD licence limits the damage, but plan for the bus factor.
Can Scrapling be used in a commercial product?
Its licence is BSD-3-Clause, which is permissive and generally fine for commercial use. Confirm against the LICENSE file in the repository.

Weighed against

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Stars, forks, licence and last-push data from the public GitHub API, refreshed August 27, 2026. The verdict is NoizeOff's editorial opinion for a team of 2–20, not advice from the project's maintainers, and not legal advice on licensing. We are not affiliated with D4Vinci.

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