Happy slice of mcp pizzaMCP.pizza

agentql-mcp

MCP.Pizza Chef: tinyfish-io

Give it a link and a plain-English list of what you want back — product name, price, rating, author — and it returns those fields without you having to describe how the page is built. There is exactly one tool, and it does that one job. A key from AgentQL's developer portal is required: the trial covers 300 calls, after which the free plan allows 50 a month and each extra call costs two cents. Three behaviours are fixed in the code — it never scrolls, never waits for slow content, and always runs in fast mode.

Data
Web/Research

Use This MCP server To

Pull every product name and price off a shop page Turn a search results page into a tidy table Collect job titles and locations from a careers page Grab article headlines and dates from a news site Compare prices for one item across several stores

README

AgentQL MCP Server

This is a Model Context Protocol (MCP) server that integrates AgentQL's data extraction capabilities.

Features

Tools

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

Installation

To use AgentQL MCP Server to extract data from web pages, you need to install it via npm, get an API key from our Dev Portal, and configure it in your favorite app that supports MCP.

Install the package

npm install -g agentql-mcp

Configure Claude

  • Open Claude Desktop Settings via ⌘+, (don't confuse with Claude Account Settings)
  • Go to Developer sidebar section
  • Click Edit Config and open claude_desktop_config.json file
  • Add agentql server inside mcpServers dictionary in the config file
  • Restart the app
{
  "mcpServers": {
    "agentql": {
      "command": "npx",
      "args": ["-y", "agentql-mcp"],
      "env": {
        "AGENTQL_API_KEY": "YOUR_API_KEY"
      }
    }
  }
}

Read more about MCP configuration in Claude here.

agentql-mcp FAQ

Is it free to use?
Not for long. Signing up gives you 300 trial calls; after that the free plan allows 50 calls a month and each additional one is billed at two cents. Every extraction you ask for is one call.
Do I need a key?
Yes. You get one from AgentQL's developer portal and paste it into your app's settings. The server refuses to start without it.
Can I use this to scrape a page that loads more as you scroll?
Not reliably. Scrolling is switched off in the code and cannot be turned on from your prompt, so you will only get what appears before any scrolling.
Does it work on pages behind a login?
No. It fetches the page itself, so anything requiring your account or a password is out of reach.
Which apps does it work in?
Claude Desktop, Cursor, VS Code, and Windsurf all have documented setup, and VS Code offers a one-click install button.
Can it change anything on the sites it reads?
No. The single tool only reads a page and returns the fields you asked for; it cannot click, fill in forms, or submit anything.
How hard is it to set up?
You paste a short block into your app's settings with your key in it. Nothing needs to be built or compiled.