firecrawl agent

Via the Firecrawl MCP (preferred)

This plugin bundles the Firecrawl MCP server. When it's connected, prefer the native firecrawl_agent tool over the CLI (and firecrawl_agent_status to poll a running agent) — it needs no local install and authenticates through the plugin's one-time browser sign-in. The firecrawl CLI commands below are the fallback for when the MCP isn't connected.

AI-powered autonomous extraction. The agent navigates sites and extracts structured data (takes 2-5 minutes).

When to use

• You need structured data from complex multi-page sites
• Manual scraping would require navigating many pages
• You want the AI to figure out where the data lives

Quick start

# Extract structured data
firecrawl agent "extract all pricing tiers" --wait -o .firecrawl/pricing.json