AgentQL

official

Enable AI agents to get structured data from unstructured web with [AgentQL](https://www.agentql.com/).

Source Code

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.

Configure Cursor

Open Cursor Settings
Go to MCP > MCP Servers
Click + Add new MCP Server
Enter the following:
- Name: "agentql" (or your preferred name)
- Type: "command"
- Command:
```
env AGENTQL_API_KEY=YOUR_API_KEY npx -y agentql-mcp
```

Read more about MCP configuration in Cursor here.

Configure Windsurf

Open Windsurf: MCP Configuration Panel
Click Add custom server+
Alternatively you can open
```
~/.codeium/windsurf/mcp_config.json
```
directly
Add
```
agentql
```
server inside
```
mcpServers
```
dictionary in the config file

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

Read more about MCP configuration in Windsurf here.

Validate MCP integration

Give your agent a task that will require extracting data from the web. For example:

Extract the list of videos from the page https://www.youtube.com/results?search_query=agentql, every video should have a title, an author name, a number of views and a url to the video. Make sure to exclude ads items. Format this as a markdown table.

[!TIP] In case your agent complains that it can't open urls or load content from the web instead of using AgentQL, try adding "use tools" or "use agentql tool" hint.

Development

Install dependencies:

npm install

Build the server:

npm run build

For development with auto-rebuild:

npm run watch

If you want to try out development version, you can use the following config instead of the default one:

{
  "mcpServers": {
    "agentql": {
      "command": "/path/to/agentql-mcp/dist/index.js",
      "env": {
        "AGENTQL_API_KEY": "YOUR_API_KEY"
      }
    }
  }
}