Web data · Integration

AI agents for Firecrawl

Clean page extraction for research-grade scraping. AGNT connects to Firecrawl so agents can read what happens there, reason about it, and act — with a receipt for every run.

What you can automate

Reacts when…

  • a scheduled crawl runs

Agents can…

  • scrape pages to clean text
  • crawl site sections
  • extract structured fields

Teams use it for

  • competitor pages diffed weekly
  • research corpora built from the web
  • listings extracted into sheets

Connect Firecrawl in two minutes

  1. Download AGNT Community Core — free, local-first, no account needed to run.
  2. Connect by pasting an API key into AGNT’s vault — stored encrypted on your machine, never uploaded.
  3. Drop the Firecrawl node into a workflow or hand it to an agent — the first run produces a receipt you can read line by line.

Give AI a job. Get the proof.