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agentql-mcp

by tinyfish-io·★ 170·Score 48

AgentQL MCP server enables structured web data extraction via a single tool with clear configuration across multiple MCP clients.

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Overview

This MCP server integrates AgentQL's web data extraction capabilities into the Model Context Protocol ecosystem. It provides a single tool, 'extract-web-data', that takes a URL and prompt to extract structured information from web pages. The server is well-documented with installation instructions for Claude Desktop, VS Code, Cursor, and Windsurf. It includes debugging support through MCP Inspector and demonstrates proper MCP implementation patterns.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

you:Extract structured data from websites for research and analysis
you:Automate data collection from e-commerce sites for price monitoring
you:Gather information from news sites for content aggregation
you:What data can be extracted with AgentQL MCP server?
you:How do I get an API key for AgentQL?

When to choose this

Choose this server when you need to extract structured data from complex web pages using natural language prompts, especially when working with AI agents that need real-time web data.

When NOT to choose this

Avoid this if you need to extract data from pages behind authentication walls, as it doesn't support login sessions, or if you're concerned about vendor lock-in to AgentQL's API.

Tools this server exposes

1 tool extracted from the README
  • extract-web-data

    extract structured data from a given 'url', using 'prompt' as a description of actual data and its fields to extract

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Installation

Installation

  1. Install the package globally:
npm install -g agentql-mcp
  1. Configure Claude Desktop:

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "agentql": {
      "command": "npx",
      "args": ["-y", "agentql-mcp"],
      "env": {
        "AGENTQL_API_KEY": "YOUR_API_KEY"
      }
    }
  }
}
  1. Get your API key from the [AgentQL Dev Portal](https://dev.agentql.com)

FAQ

What data can be extracted with AgentQL MCP server?
The server can extract any structured data from web pages as specified by your prompt. It works with websites that don't have APIs, allowing you to define exactly what data fields you want to extract.
How do I get an API key for AgentQL?
You can get your API key by signing up on the [AgentQL Dev Portal](https://dev.agentql.com). A free tier is available for evaluation purposes.

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Last updated · Auto-generated from public README + GitHub signals.