# FIRE-1 Agent (Beta) (/agents/fire-1)

<!-- agent-signals: reading_time_min: 2 · est_tokens: 1151 · updated: 2026-07-30 -->
Related: [FIRE-1 Agent (Beta)](/agents/fire-1-extract.md), [Monitor Check Completed](/api-reference/endpoint/webhook-monitor-check-completed.md)

FIRE-1 is an AI agent that enhances Firecrawl's scraping capabilities. It can controls browser actions and navigates complex website structures to enable comprehensive data extraction beyond traditional scraping methods.

### What FIRE-1 Can Do: [#what-fire-1-can-do]

* Plan and take actions to uncover data
* Interact with buttons, links, inputs, and dynamic elements.
* Get multiple pages of data that require pagination, multiple steps, etc.

## How to use FIRE-1 [#how-to-use-fire-1]

You can leverage the FIRE-1 agent with the `/v1/extract` endpoint for complex extraction tasks that require navigation across multiple pages or interaction with elements.

**Example:**

<CodeGroup>
  <CodeBlockTabs defaultValue="Python" groupId="curl+node+python">
    <CodeBlockTabsList>
      <CodeBlockTabsTrigger value="Python">
        Python
      </CodeBlockTabsTrigger>

      <CodeBlockTabsTrigger value="Node">
        Node
      </CodeBlockTabsTrigger>

      <CodeBlockTabsTrigger value="curl">
        curl
      </CodeBlockTabsTrigger>
    </CodeBlockTabsList>

    <CodeBlockTab value="Python">
      ```python  
      from firecrawl import FirecrawlApp

      app = FirecrawlApp(api_key="fc-YOUR_API_KEY")

      # Extract data from a website:
      extract_result = app.extract(['firecrawl.dev'],
        prompt="Extract all user comments from this forum thread.",
        schema={
          "type": "object",
          "properties": {
            "comments": {
              "type": "array",
              "items": {
                "type": "object",
                "properties": {
                  "author": {"type": "string"},
                  "comment_text": {"type": "string"}
                },
                "required": ["author", "comment_text"]
              }
            }
          },
          "required": ["comments"]
        },
        agent={
          "model": "FIRE-1"
        }
      )

      print(extract_result)
      ```
    </CodeBlockTab>

    <CodeBlockTab value="Node">
      ```js  
      import { Firecrawl, ExtractResponse } from 'firecrawl';

      const app = new Firecrawl({apiKey: "fc-YOUR_API_KEY"});

      // Extract from a website using schema and prompt:
      const extractResult = await app.extract(['https://example-forum.com/topic/123'], {
        prompt: "Extract all user comments from this forum thread.",
        schema: {
          type: "object",
          properties: {
            comments: {
              type: "array",
              items: {
                type: "object",
                properties: {
                  author: {type: "string"},
                  comment_text: {type: "string"}
                },
                required: ["author", "comment_text"]
              }
            }
          },
          required: ["comments"]
        },
        agent: {
          model: 'FIRE-1'
        }
      }) as ExtractResponse;

      if (!extractResult.success) {
        throw new Error(`Failed to extract: ${extractResult.error}`)
      }

      console.log(extractResult)
      ```
    </CodeBlockTab>

    <CodeBlockTab value="curl">
      ```bash  
      curl -X POST https://api.firecrawl.dev/v1/extract \
          -H 'Content-Type: application/json' \
          -H 'Authorization: Bearer YOUR_API_KEY' \
          -d '{
            "urls": ["https://example-forum.com/topic/123"],
            "prompt": "Extract all user comments from this forum thread.",
            "schema": {
              "type": "object",
              "properties": {
                "comments": {
                  "type": "array",
                  "items": {
                    "type": "object",
                    "properties": {
                      "author": {"type": "string"},
                      "comment_text": {"type": "string"}
                    },
                    "required": ["author", "comment_text"]
                  }
                }
              },
              "required": ["comments"]
            },
            "agent": {
              "model": "FIRE-1"
            }
          }'
      ```
    </CodeBlockTab>
  </CodeBlockTabs>
</CodeGroup>

## Billing [#billing]

The cost of using FIRE-1 is non-deterministic. See our [credit calculator](https://www.firecrawl.dev/extract-calculator) to learn about the base cost of each Extract request.

**Why is FIRE-1 more expensive?**\
FIRE-1 leverages advanced browser automation and AI planning to interact with complex web pages, which requires more compute resources than standard extraction.

## Rate limits [#rate-limits]

* `/extract`: 10 requests per minute