/firecrawl-agent

AI-powered autonomous data extraction that navigates complex sites and returns structured JSON. Use this skill when the user wants structured data from websites, needs to extract pricing tiers, product listings, directory entries, or any data as JSON with a schema. Triggers on

firecrawl@firecrawl

GitHub

From plugin

firecrawl

18810 skills1 command

Install

$ npx -y skills add firecrawl/firecrawl-claude-plugin --skill firecrawl-agent --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
You can call itInvoke it directly when you want it.
Slash command/firecrawl-agent

Context preview

The summary Claude sees to decide when to auto-load this skill.

AI-powered autonomous data extraction that navigates complex sites and returns structured JSON. Use this skill when the user wants structured data from websites, needs to extract pricing tiers, product listings, directory entries, or any data as JSON with a schema. Triggers on

SKILL.md

firecrawl-agent.SKILL.md

name: firecrawl-agent
description: |
  AI-powered autonomous data extraction that navigates complex sites and returns structured JSON. Use this skill when the user wants structured data from websites, needs to extract pricing tiers, product listings, directory entries, or any data as JSON with a schema. Triggers on "extract structured data", "get all the products", "pull pricing info", "extract as JSON", or when the user provides a JSON schema for website data. More powerful than simple scraping for multi-page structured extraction.
allowed-tools:
  - Bash(firecrawl *)
  - Bash(npx firecrawl *)

firecrawl agent

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

# With a JSON schema for structured output
firecrawl agent "extract products" --schema '{"type":"object","properties":{"name":{"type":"string"},"price":{"type":"number"}}}' --wait -o .firecrawl/products.json

# Focus on specific pages
firecrawl agent "get feature list" --urls "<url>" --wait -o .firecrawl/features.json

Options

| Option | Description | | ---------------------- | ----------------------------------------- | | `--urls <urls>` | Starting URLs for the agent | | `--model <model>` | Model to use: spark-1-mini or spark-1-pro | | `--schema <json>` | JSON schema for structured output | | `--schema-file <path>` | Path to JSON schema file | | `--max-credits <n>` | Credit limit for this agent run | | `--wait` | Wait for agent to complete | | `--pretty` | Pretty print JSON output | | `-o, --output <path>` | Output file path |

Tips

Always use `--wait` to get results inline. Without it, returns a job ID.
Use `--schema` for predictable, structured output — otherwise the agent returns freeform data.
Agent runs consume more credits than simple scrapes. Use `--max-credits` to cap spending.
For simple single-page extraction, prefer `scrape` — it's faster and cheaper.

Other skills on firecrawl.

See all 10 skills in firecrawl