Firecrawl Agent

firecrawl/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 "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.

This is a copy. The original lives at aiskillstore/firecrawl-agent.

689 tokens

context cost

the whole folder, loaded on every use

files

instructions only

copies elsewhere

how many repositories repackaged it

stars on the repo

on the repository, not the skill itself

Install

one command, takes just this skill from the repository

npx skills add https://github.com/firecrawl/cli --skill firecrawl-agent

What it tells the agent to use

found in the instruction text

Bash runs shell commands — read the instruction before connecting

The instruction itself

6 sections, as written by the author

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.

Repackaged in 1 other repositories

same content, different owner

aiskillstore/marketplace open on GitHub →

How to use it

Copy the folder

Take firecrawl/firecrawl-agent from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.

Install what it needs

The instructions reference npx. Without those the skill loads but fails at the first command.