> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2-service-account.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Scrapegraph Tools

> This is an example of how to use the ScrapeGraphTools.

```python scrapegraph_tools.py theme={null}
"""
This is an example of how to use the ScrapeGraphTools.

Prerequisites:
- Create a ScrapeGraphAI account and get an API key at https://scrapegraphai.com
- Set the API key as an environment variable:
    export SGAI_API_KEY=<your-api-key>
"""

from agno.agent import Agent
from agno.models.openai import OpenAIResponses
from agno.tools.scrapegraph import ScrapeGraphTools

# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------


agent = Agent(
    tools=[
        ScrapeGraphTools(
            enable_smartscraper=True, enable_markdownify=True, enable_scrape=True
        )
    ],
    model=OpenAIResponses(id="gpt-5.4"),
    markdown=True,
)


# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    # Should use smartscraper
    agent.print_response(
        "Use smartscraper on https://example.com to extract the page title and main heading. Return them as JSON.",
        stream=True,
    )

    # Should use markdownify
    agent.print_response(
        "Fetch https://example.com and convert it to markdown. Paste the markdown in your reply.",
        stream=True,
    )

    # Should use scrape
    agent.print_response(
        "Use the scrape tool on https://example.com and confirm whether the HTML contains 'Example Domain'.",
        stream=True,
    )
```

## Run the Example

<Steps>
  <Snippet file="create-venv-step.mdx" />

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U agno openai scrapegraph-py
    ```
  </Step>

  <Step title="Export your API keys">
    <CodeGroup>
      ```bash Mac/Linux theme={null}
      export OPENAI_API_KEY="your_openai_api_key_here"
      export SGAI_API_KEY="your_sgai_api_key_here"
      ```

      ```bash Windows theme={null}
      $Env:OPENAI_API_KEY="your_openai_api_key_here"
      $Env:SGAI_API_KEY="your_sgai_api_key_here"
      ```
    </CodeGroup>
  </Step>

  <Step title="Run the example">
    Save the code above as `scrapegraph_tools.py`, then run:

    ```bash theme={null}
    python scrapegraph_tools.py
    ```
  </Step>
</Steps>

Full source: [cookbook/91\_tools/scrapegraph\_tools.py](https://github.com/agno-agi/agno/blob/main/cookbook/91_tools/scrapegraph_tools.py)