← Back to Skills Marketplace
50
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install 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 websi...
README (SKILL.md)
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 "\x3Curl>" --wait -o .firecrawl/features.json
Options
| Option | Description |
|---|---|
--urls \x3Curls> |
Starting URLs for the agent |
--model \x3Cmodel> |
Model to use: spark-1-mini or spark-1-pro |
--schema \x3Cjson> |
JSON schema for structured output |
--schema-file \x3Cpath> |
Path to JSON schema file |
--max-credits \x3Cn> |
Credit limit for this agent run |
--wait |
Wait for agent to complete |
--pretty |
Pretty print JSON output |
-o, --output \x3Cpath> |
Output file path |
Tips
- Always use
--waitto get results inline. Without it, returns a job ID. - Use
--schemafor predictable, structured output — otherwise the agent returns freeform data. - Agent runs consume more credits than simple scrapes. Use
--max-creditsto 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
Usage Guidance
Install this if you intend to use Firecrawl for autonomous website data extraction. Use trusted target URLs, set an explicit output path in a dedicated directory, consider --max-credits to control cost, and review generated JSON before using it downstream.
Capability Assessment
Purpose & Capability
The stated purpose is autonomous multi-page website extraction to structured JSON, and the documented Firecrawl commands, schema options, URL targeting, credit limits, and JSON output all align with that purpose.
Instruction Scope
Some trigger examples are broad if read in isolation, but the surrounding description scopes use to structured website data extraction and does not instruct unrelated or hidden actions.
Install Mechanism
The artifact contains only a SKILL.md file and no executable installer, scripts, dependency bundle, or persistence mechanism.
Credentials
Allowed tools are limited to firecrawl CLI invocations, which is proportionate for a Firecrawl extraction skill, though use implies external website access and service credit consumption.
Persistence & Privilege
The skill writes extraction results to user-specified output paths such as .firecrawl/*.json, which is expected and disclosed; no background persistence, privilege escalation, credential harvesting, or destructive behavior is present.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install firecrawl-agent - After installation, invoke the skill by name or use
/firecrawl-agent - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
firecrawl-agent v1.0.0
- Initial release of firecrawl-agent skill for AI-powered structured data extraction from complex, multi-page websites.
- Supports autonomous navigation and JSON output with user-provided schemas.
- Command-line options include targeted URLs, model selection, schema input, credit limits, and output formatting.
- Recommended for extracting pricing tiers, product lists, directories, and similar structured content across websites.
Metadata
Frequently Asked Questions
What is 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 websi... It is an AI Agent Skill for Claude Code / OpenClaw, with 50 downloads so far.
How do I install Firecrawl Agent?
Run "/install firecrawl-agent" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Firecrawl Agent free?
Yes, Firecrawl Agent is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Firecrawl Agent support?
Firecrawl Agent is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Firecrawl Agent?
It is built and maintained by eohmig (@eohmig); the current version is v1.0.0.
More Skills