AdLoop

What it does

AdLoop bridges the gap between marketing dashboards and the IDE. It allows AI assistants to analyze Google Ads performance, cross-reference it with GA4 conversion data, and manage campaigns—all through natural language, with a strict safety layer to prevent budget waste.

Tools

• analyze_campaign_conversions: Maps Ads clicks to GA4 sessions to detect conversion gaps.
• landing_page_analysis: Joins ad URLs with GA4 page data to identify non-converting pages.
• draft_campaign: Creates a paused campaign structure for review.
• get_search_terms: Pulls actual user queries to identify waste.
• add_negative_keywords: Proposes negative keywords to reduce spend.
• validate_tracking: Compares codebase events against actual GA4 records.
• estimate_budget: Forecasts cost for keywords via Google Ads Keyword Planner.

Installation

Install via pip:

pip install adloop
adloop init

Add to your MCP configuration:

{
  "mcpServers": {
    "adloop": {
      "command": "python",
      "args": ["-m", "adloop"]
    }
  }
}

Supported hosts

Confirmed for Cursor and Claude Code.