Firecrawl

API that searches, scrapes and crawls websites and returns clean data for AI tools.

Visit Firecrawl

AI agents & skills

Disclosure: some links on this page are affiliate links. If you buy through one, ROAScal may earn a commission at no extra cost to you. It never decides what we recommend or what we say about it. How this works.

Firecrawl is a web data API for AI systems. It can search the web, scrape a URL into markdown, HTML, screenshots or structured JSON, crawl whole sites, parse documents and interact with pages that need clicks. It is open source and has an official MCP server for assistants such as Claude and Cursor.

Best for

Technical marketers who want to feed competitor pages, landing pages or product catalogues into an AI workflow as clean text.

Not for

Non-technical users who want a point-and-click scraper; Firecrawl is an API and expects code, an automation tool or an AI agent to call it.

How to get your money’s worth

  1. 01Start on the free plan (1,000 credits a month, no card) to test it on the exact sites you care about.
  2. 02Scrape a competitor's landing pages to markdown and hand them to your assistant for a messaging and offer comparison.
  3. 03Use the n8n, Make or Zapier integration to re-scrape key pages on a schedule and flag changes in pricing or offers.

Skills that pair with it

  • resources-tool-entry

Also worth a look

Activepieces

AutomationAgents

Open-source automation platform for flows, AI agents and tables, in the cloud or on your own servers.

Best for
Teams that want an open-source, self-hostable automation tool with a low-cost cloud plan.
Price
$20/month billed monthly (Plus, 10,000 credits/month)
Free plan

Apify

AgentsAutomation

Marketplace of ready-made web scrapers and automation tools, called Actors, that run in the cloud.

Best for
Marketers who want data from a specific site or social platform without writing a scraper themselves.
Price
$19
Free plan

Claude

Agents

Anthropic's AI assistant for writing, analysis and multi-step work across your files and apps.

Best for
Marketers who want an assistant for long-form writing, data analysis and reporting that can connect to the tools they already use.
Price
$17 Per month with annual subscription discount ($200 billed up front). $20 if billed monthly
Free plan