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AI agents and automation

firecrawl

by firecrawl

Firecrawl is a web data service that searches, scrapes and crawls websites and returns the content as clean markdown or structured JSON. It is designed to feed web information to AI agents and apps.

Worth a lookEstablished, with a few things to check (listed below).

View on GitHubProject website

Stars
195.6k
Licence
AGPL-3.0
Runs on
A cloud service
Setup
Moderate
Language
TypeScript
Age
923 days

What you can do with it

  • Scrape any web page into clean markdown or structured JSON
  • Crawl a whole website or map all its URLs with one request
  • Search the web and get the full page content of results, or monitor pages for changes

Could replace

  • Apify
  • Bright Data
  • ScrapingBee

Our suggestion based on what it does, not a feature-by-feature comparison.

Make money with it

A freelancer could offer data-collection or AI knowledge-base setup services for clients, using Firecrawl to gather and clean web content.

An idea, not financial advice. Check the licence before charging for anything built on it.

Ways a business could use it

  • Collect competitor prices, product pages and news into a tidy format for market research without manual copying
  • Build an AI assistant or chatbot that answers from your own website or documentation content

Can you use it commercially?

Free to use. Anything you distribute that includes it must be open-sourced under the same licence. Running it as an online service also counts, so a hosted version must offer its source.

Not legal advice. Read the project's licence file before building a product on it.

Getting it running

The quick start uses the hosted service with an API key and a Python, Node.js or CLI client (for example npx -y firecrawl-cli@latest init), and the code can also be self-hosted.

Follow the official instructions in the project README.

Things to check

  • The easiest route needs a Firecrawl API key from the hosted service, which is paid beyond its free allowance
  • AGPL-3.0 licence has obligations if you offer a modified version as a network service
  • Scraping websites may breach some sites' terms of service or local rules, so check before collecting data

Checked 26 Oct 2026. Summary drafted by AI from the project's README.

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