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…/cli/firecrawl-agent
home/skills/firecrawl/cli/firecrawl-agent
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firecrawl-agent

byfirecrawl· 131 skills

Installs

75k

Stars

539

Forks

78

Category

Browser & Automation

View on GitHub

TL;DR

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.

How to install firecrawl-agent?

firecrawl/cli/firecrawl-agent
$npx -y skills add firecrawl/cli --skill firecrawl-agent

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Use this skill

Run `npx skills use "https://github.com/firecrawl/cli" --skill "firecrawl/cli/firecrawl-agent"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.

Use the whole pack

Use the skills in "https://github.com/firecrawl/cli" that are relevant to the current task. Run `npx skills add "https://github.com/firecrawl/cli"` and select the relevant skills, then follow their instructions.

Files · 1

View on GitHub
SKILL.md
1# firecrawl agent
2 
3AI-powered autonomous extraction. The agent navigates sites and extracts structured data (takes 2-5 minutes).
4 
5## When to use
6 
7- You need structured data from complex multi-page sites
8- Manual scraping would require navigating many pages
9- You want the AI to figure out where the data lives
10 
11## Quick start
12 
13```bash
14# Extract structured data
15firecrawl agent "extract all pricing tiers" --wait -o .firecrawl/pricing.json
16 
17# With a JSON schema for structured output
18firecrawl agent "extract products" --schema '{"type":"object","properties":{"name":{"type":"string"},"price":{"type":"number"}}}' --wait -o .firecrawl/products.json
19 
20# Focus on specific pages
21firecrawl agent "get feature list" --urls "<url>" --wait -o .firecrawl/features.json
22```
23 
24## Options
25 
26| Option | Description |
27| ---------------------- | ----------------------------------------- |
28| `--urls <urls>` | Starting URLs for the agent |
29| `--model <model>` | Model to use: spark-1-mini or spark-1-pro |
30| `--schema <json>` | JSON schema for structured output |
31| `--schema-file <path>` | Path to JSON schema file |
32| `--max-credits <n>` | Credit limit for this agent run |
33| `--wait` | Wait for agent to complete |
34| `--pretty` | Pretty print JSON output |
35| `-o, --output <path>` | Output file path |
36 
37## Tips
38 
39- Always use `--wait` to get results inline. Without it, returns a job ID.
40- Use `--schema` for predictable, structured output — otherwise the agent returns freeform data.
41- Agent runs consume more credits than simple scrapes. Use `--max-credits` to cap spending.
42- For simple single-page extraction, prefer `scrape` — it's faster and cheaper.
43 
44## See also
45 
46- [firecrawl-scrape](../firecrawl-scrape/SKILL.md) — simpler single-page extraction
47- [firecrawl-interact](../firecrawl-interact/SKILL.md) — scrape + interact for manual page interaction (more control)
48- [firecrawl-crawl](../firecrawl-crawl/SKILL.md) — bulk extraction without AI

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Preview

firecrawl/clifirecrawl/cli

$ npx -y skills add firecrawl/cli --skill firecrawl-agent

▸ installing to .claude/skills…

✓ firecrawl-agent ready

Repofirecrawl/cli
TypeSkills
CategoryBrowser & Automation
ForDeveloperAnalyst
UpdatedJul 2026
License—
First seenJul 26, 2026

Tags

Skill

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