Built a Scraper Agent using Firecrawl MCP + Claude Code.
What I scraped →Extracted structured data from a live website into a clean CSV.
One thing I learned →The agent doesn't just scrape. It plans, chooses the best extraction approach, and uses additional tools when needed to gather missing information.
One use case idea →As someone building AI and digital marketing solutions, I can use this workflow for lead generation, competitor research, local business intelligence, and market analysis. What previously required multiple tools and manual effort can now be accomplished through a single agent-driven workflow.