Firecrawl Agent

Autonomously navigate websites and extract structured data across pages. Use when the task requires navigation or no suitable ready-made workflow or data provider covers it.

676 stars 117 forksAI, LLMs & AgentsOfficial

Install

skills CLI (Claude Code, Cursor, Codex and more)

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

Manual install

git clone --depth 1 https://github.com/firecrawl/cli.git /tmp/cli
mkdir -p ~/.claude/skills
cp -r /tmp/cli/skills/firecrawl-agent ~/.claude/skills/firecrawl-agent

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# firecrawl agent

AI-powered autonomous extraction. The agent navigates sites and extracts structured data (takes 2-5 minutes).

Before starting autonomous extraction for structured records or listings, check `firecrawl search alexandria '<data you need>'` for a ready-made workflow or data provider. Inspect a matching contract with `firecrawl list <provider> <capability> --pretty` and execute with `firecrawl scrape --alexandria <provider>/<capability> --options '<input JSON>'` if it covers the task. Use the exact provider, capability, and input fields from that contract. Continue with Agent when no suitable tool exists or the task requires autonomous navigation.

## Quick start

```bash
# Extract structured data
firecrawl agent "extract all pricing tiers" --wait --json -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 --json -o .firecrawl/products.json

# Focus on specific pages
firecrawl agent "get feature list" --urls "<url>" --wait --json -o .firecrawl/features.json
```

Run `firecrawl agent --help` for the full option list.

**Done when:** the output file contains valid JSON answering the request — or a job ID was intentionally returned for later polling.

## Alexandria providers

Read the full skill on GitHub

Details

Skill name: firecrawl-agent
Repository: firecrawl/cli
Path: skills/firecrawl-agent/SKILL.md
Repo updated: 28 October 2026
Listed in: heilcheng/awesome-agent-skills

FAQ

What does the Firecrawl Agent skill do?

Autonomously navigate websites and extract structured data across pages. Use when the task requires navigation or no suitable ready-made workflow or data provider covers it.

How do I install the Firecrawl Agent skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add firecrawl/cli --skill firecrawl-agent. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Firecrawl Agent popular?

It lives in firecrawl/cli, which has 676 GitHub stars and 117 forks, and is included in 1 curated skill list.

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