AgentQL provides web interaction and structured data extraction from any web page using an AgentQL query or a Natural Language prompt. AgentQL can be used across multiple languages and web pages without breaking over time and change.Documentation Index
Fetch the complete documentation index at: https://docs.langchain.com/llms.txt
Use this file to discover all available pages before exploring further.
Installation and setup
Install the integration package:API Key
Get an API Key from our Dev Portal and add it to your environment variables:DocumentLoader
AgentQL’s document loader provides structured data extraction from any web page using an AgentQL query.Tools and toolkits
AgentQL tools provides web interaction and structured data extraction from any web page using an AgentQL query or a Natural Language prompt.Connect these docs to Claude, VSCode, and more via MCP for real-time answers.

