Firecrawl Agent - Web Crawler
Pricing
from $0.01 / 1,000 results
Firecrawl Agent - Web Crawler
Advanced web crawling with Firecrawl. Extract clean markdown, handle JavaScript sites & manage large-scale crawls with built-in rate limiting & error handling.
Pricing
from $0.01 / 1,000 results
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Developer
The Howlers
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12 days ago
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Firecrawl Agent - AI Autonomous Web Data Extraction
AI-powered autonomous web agent that navigates websites, handles complex interactions, and extracts structured data using natural language goals. Powered by Firecrawl's Agent API. Built by John Rippy (https://www.linkedin.com/in/johnrippy/ | https://johnrippy.link/).
BYOK (Bring Your Own Key) -- you provide your own API credentials.
Before You Start
This actor requires your own API credentials to fetch real data.
Where to get your key: Your Firecrawl API key (get it at firecrawl.dev)
Quick Start
Run with real data
{"url": "https://example.com","objective": "Find the pricing information and list all available plans with their features and costs","maxSteps": 10,"allowBacktracking": true,"firecrawlApiKey": "YOUR_API_KEY_HERE","webhookPlatform": "custom"}
Input Parameters
| Parameter | Type | Default | Required | Description |
|---|---|---|---|---|
url | string | - | No | The URL where the agent should start its extraction |
objective | string | - | No | Describe in natural language what data you want to extract. The AI will autonomously navigate and find it. |
schema | object | - | No | JSON schema defining the structure of extracted data. Leave empty for automatic extraction. |
maxSteps | integer | 10 | No | Maximum number of pages/actions the agent can take |
allowBacktracking | boolean | true | No | Allow the agent to go back and try different paths if stuck |
firecrawlApiKey | string | - | Yes* | Your Firecrawl API key (get it at firecrawl.dev) |
webhookUrl | string | - | No | URL to send extraction results via POST request. Supports Zapier, Make, n8n, and custom webhooks. |
webhookPlatform | string | "custom" | No | Select your webhook platform for optimized payload formatting |
webhookHeaders | object | - | No | Additional HTTP headers to include in webhook requests (e.g., authorization tokens) |
Pricing
This actor uses pay-per-event billing:
| Event | Description | Price |
|---|---|---|
| Extraction Completed | Each autonomous extraction completed | $0.05 |
Troubleshooting
"API key is required"
- Add your API key in the input
"API error 403" or "Unauthorized"
Your API key is invalid, expired, or doesn't have access to this specific API endpoint. Double-check your key and account permissions.
"API error 429" or "Rate limit"
Too many requests. Wait a minute and try again, or reduce the number of items per run.
No results or empty dataset
Check the run log for error messages. Common causes:
- Invalid input format (check the examples above)
- API key without proper permissions
- The target data doesn't exist or is too small to track
How do I test without an API key?
Built by John Rippy | Actor Arsenal

