# AgentQL MCP Server

An MCP server that integrates AgentQL's structured web-data extraction into Claude, VS Code, and Cursor, pulling described fields out of a page from a URL and a prompt.

AgentQL MCP Server is a Model Context Protocol server that exposes AgentQL's data-extraction service as an MCP tool. Its single tool, extract-web-data, takes a URL and a prompt describing the data and fields wanted, and returns structured data extracted from that page.

It installs from npm and requires an API key from AgentQL's developer portal, configured as an environment variable in the host application. The README documents setup for Claude Desktop, through its developer settings and configuration file, for VS Code, through either one-click install buttons or a manual settings entry, and for Cursor, through its MCP server settings panel, so the same extraction tool can be reached from any of these MCP-compatible clients.

Website: https://docs.agentql.com/integrations/mcp