How do I install the Firecrawl Agent skill?

Run npx skillmds@latest add zju-real/firecrawl-agent in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Firecrawl Agent safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Firecrawl Agent?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Firecrawl Agent free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Firecrawl Agent?

ZJU-REAL (@zju-real) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Firecrawl Agent by zju-real — Agent Skill

Name: Firecrawl Agent
Author: ZJU-REAL

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.

ZJU-REAL 2eed1e3 2.5 KB Updated Sep 17, 2026

File contents

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.

---name: firecrawl-agentdescription: 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.---# firecrawl agentAI-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```bash# Extract structured datafirecrawl agent "extract all pricing tiers" --wait -o .firecrawl/pricing.json# With a JSON schema for structured outputfirecrawl agent "extract products" --schema '{"type":"object","properties":{"name":{"type":"string"},"price":{"type":"number"}}}' --wait -o .firecrawl/products.json# Focus on specific pagesfirecrawl 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.## See also- `firecrawl-scrape` — simpler single-page extraction- `firecrawl-interact` — scrape + interact for manual page interaction (more control)- `firecrawl-crawl` — bulk extraction without AI

Frequently asked questions