AgentQL

AgentQLTools enable an Agent to browse and scrape websites using the AgentQL API.

Prerequisites

The following example requires the agentql library and an API token which can be obtained from AgentQL.

uv pip install -U agentql openai
playwright install

export AGENTQL_API_KEY=***

Example

The following agent will open a web browser and scrape all the text from the page.

from agno.agent import Agent
from agno.models.openai import OpenAIResponses
from agno.tools.agentql import AgentQLTools

agent = Agent(
    model=OpenAIResponses(id="gpt-5.2"), tools=[AgentQLTools()]
)

agent.print_response("https://docs.agno.com/introduction", markdown=True)

AgentQL will open up a browser instance (don’t close it) and do scraping on the site.

Toolkit Params

Parameter	Type	Default	Description
`api_key`	`str`	`None`	API key for AgentQL
`agentql_query`	`str`	`""`	Custom AgentQL query
`enable_scrape_website`	`bool`	`True`	Enable the scrape_website functionality.
`enable_custom_scrape_website`	`bool`	`False`	Enable the custom_scrape_website functionality. Auto-enabled when `agentql_query` is set.
`all`	`bool`	`False`	Enable all functionality.

Toolkit Functions

Function	Description
`scrape_website`	Used to scrape all text from a web page
`custom_scrape_website`	Uses the custom `agentql_query` to scrape a web page

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Prerequisites

Example

Toolkit Params

Toolkit Functions

Developer Resources

​Prerequisites

​Example

​Toolkit Params

​Toolkit Functions

​Developer Resources

Prerequisites

Example

Toolkit Params

Toolkit Functions

Developer Resources