llm-scraper

What it does

Define the shape you want in Zod or JSON Schema and it extracts matching structured data from a page — reading it as HTML, raw HTML, markdown, plain text or a screenshot, whichever survives the site's layout best. Because the model reads for meaning, a redesign breaks it less often than selector-based scraping. Playwright underneath, several model families supported, code generation included. Check each target site's terms: automated collection is frequently prohibited. MIT.

Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.

Screenshots & visuals

Before you start

• Setup difficultySome setup needed
• Command lineRequired
• API keyRequired
• Sends data onlineYes

Judged automatically from the project's own metadata. Always confirm on the official page.

llm-scraper FAQ

Is llm-scraper free?

llm-scraper itself is free, but it needs an API key for an external AI service. That service charges separately, though some have a free tier.

Do I need to install anything or write code to use llm-scraper?

It needs the command line. If you are not comfortable typing commands, expect to get stuck during setup.

Does llm-scraper work on a phone?

No. It needs a computer.

Can I use llm-scraper commercially?

The licence is MIT, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.

How it compares

The conditions that decide whether you can actually use it, side by side.

"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.

Other browser automation tools