AgentQL MCP Server

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

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Overview

AgentQL MCP Server is a Model Context Protocol (MCP) server that integrates AgentQL's data extraction capabilities, allowing users to extract structured data from web pages.

To use the AgentQL MCP Server, install the package via npm, configure it with your preferred application (like Claude, Cursor, or Windsurf), and provide the necessary API key for data extraction.

Extract structured data from web pages using customizable prompts. - Integration with various applications like Claude, Cursor, and Windsurf. - Easy installation and configuration process.

Extracting data from e-commerce websites for price comparison.
Gathering information from social media platforms for analytics.
Automating data collection for research purposes.

Tools

extract-web-data

prompturl

Extracts structured data as JSON from a web page given a URL using a Natural Language description of the data.

Last seen Apr 5, 2026

Extracts structured data as JSON from a web page given a URL using a Natural Language description of the data.

Add to your AI client

Use these steps to connect AgentQL MCP Server in Cursor, Claude, VS Code, and other MCP-compatible apps. The same JSON appears in the Use with menu above for one-click copy.

Cursor

Add this to your .cursor/mcp.json file in your project root, then restart Cursor.

.cursor/mcp.json

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

Claude Desktop

Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.

~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

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

Claude Code

Add this to your project's .mcp.json file. Claude Code will detect it automatically.

.mcp.json (project root)

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

VS Code (Copilot)

Add this to your .vscode/mcp.json file. Requires the GitHub Copilot extension with MCP support enabled.

.vscode/mcp.json

{
  "servers": {
    "agentql-mcp-tinyfish-io": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "agentql-mcp"
      ],
      "env": {
        "AGENTQL_API_KEY": "YOUR_API_KEY"
      }
    }
  }
}

Windsurf

Add this to your Windsurf MCP config file, then restart Windsurf.

~/.codeium/windsurf/mcp_config.json

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

Cline

Open Cline settings, navigate to MCP Servers, and add this server configuration.

Cline MCP Settings (via UI)

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

FAQ

What is the purpose of the AgentQL MCP Server?

It is designed to facilitate data extraction from web pages using the Model Context Protocol.

Is there a cost associated with using AgentQL MCP Server?

The server is open-source and free to use, but you may need an API key for certain functionalities.

Can I integrate AgentQL MCP Server with other tools?

Yes, it can be integrated with various tools like Claude, Cursor, and Windsurf.

Research and data