firecrawl agent

firecrawl-agent

AI-powered autonomous extraction of structured data from complex multi-page websites.

firecrawl/cli·80.7Kinstalls644starsAI & Agent Building

SKILL.md

Full skill instructions

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.

Install skill

Copy and run in your terminal

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

View on GitHub

firecrawl-agent

More AI & Agent Building skills

View all

AI & Agent Building

subagent-driven-development

Dispatch fresh subagents per task with two-stage review (spec compliance, then code quality) in the current session.

295.4K 221.7K

View

AI & Agent Building

ai-image-generation

ai image generation

760 187.6K

View

AI & Agent Building

ai-video-generation

ai video generation

760 187K

View

AI & Agent Building

agent-tools

agent tools

760 186.6K

View

AI & Agent Building

ai-avatar-video

ai avatar video

760 186.6K

View

AI & Agent Building

ai-seo

Optimize content for discovery, citation, and visibility across AI search platforms and LLM assistants.

53.3K 136.7K

View

AI & Agent Building

firebase-ai-logic-basics

Official skill for integrating Firebase AI Logic (Gemini API) into web applications. Covers setup, multimodal inference, structured output, and security.

462 125.1K

View

AI & Agent Building

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

179.7K 122.7K

View