AgentQL MCP Server

npx -y agentql-mcp

{
  "mcpServers": {
    "agentql-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "agentql-mcp"
      ]
    }
  }
}

The usual failure of web scraping in an agent loop is brittleness: a CSS selector written today breaks on next week's markup. AgentQL inverts the query — you declare the fields you want and the service locates them semantically on the page. The MCP server wraps that into a single extraction tool that takes a URL and a query, and returns JSON matching the requested structure. An API key is required.