ScrapeGraph

What is the ScrapeGraph tool?

The ScrapeGraph tool is a built-in capability in the Agno framework that allows AI agents to ai-powered web scraping via scrapegraphai. When added to an agent in Agno Builder, the agent can autonomously decide when to invoke this tool based on the user's request.

This is a free tool — no API key or external account is needed. It works out of the box when you add it to any agent.

How to use ScrapeGraph in Agno Builder

1. 1

   Create an agent

   Drag an Agent node onto the canvas in Agno Builder, or use one of the built-in templates.

2. 2

   Enable ScrapeGraph

   Click the agent, go to the Tools tab, and toggle on "ScrapeGraph" from the scraping category.

3. 3

   Test in chat

   Open the chat panel and send a message. The agent will automatically use ScrapeGraph when relevant.

4. 4

   Export Python code

   Click File > Export Python to get clean, runnable code with the correct imports for ScrapeGraph.

Python code example

This is the code Agno Builder exports when you use ScrapeGraph:

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

agent = Agent(
    name="ScrapeGraph Agent",
    model=OpenAIChat(id="gpt-4o"),
    tools=[ScrapeGraphTools()],
    instructions=["Use the scrapegraph tool to help the user."],
    markdown=True,
)

agent.print_response("Help me with a scrapegraph task")

Install with: pip install agno