workflowstacks
mcp-server

Adloop: Simplify Google Ads

Founders get an AI command center for Google Ads and tracking. Built with Python and used in MCP servers.
261 stars59 forksPythonGuide quality 8/10Updated 9/7/2026100% free · open source
What it does

Adloop provides an AI command center for managing Google Ads, GA4, and tracking code, allowing founders to streamline their ad campaigns and tracking efforts

When to use it
  • •When you need to automate and optimize your Google Ads campaigns
  • •When you want to integrate your ad campaigns with Google Analytics 4 (GA4) for enhanced tracking
  • •When you require a centralized command center for managing and tracking your ad performance
Ready-to-paste prompt
python app.py --optimize-campaigns --ga4-tracking-id=YOUR_TRACKING_ID
Heads up: You need to have a Google Ads API key and a GA4 tracking ID set up in your Google Cloud Console before using adloop, and ensure you have the correct Python version (3.8+) and required dependencies installed
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🔑 Needs an API key

Works after you add credentials — the setup agent will ask you for them.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/adloop && curl -fsSL https://workflowstacks.com/api/skills/adloop/claude-skill -o ~/.claude/skills/adloop/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Adloop: Simplify Google Ads works
Codeflow
Free to inspect

Adloop: Simplify Google Ads is a medium Python project (~14k lines across 43 code files, plus 23 test files). Setup is light: installs like a normal app. Reading the code is optional. Last commit this month, MIT license, has a test suite.

Size
Medium codebase
~14k lines · 43 code files · ~2 h to skim
Setup
One-command install
Installs like a normal app. Reading the code is optional.
Runs on
Python
No API keys detected
Python 100%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    CLAUDE.md
    The instructions the AI actually follows
  3. 3
    pyproject.toml
    Dependencies and the commands it exposes
  4. 4
    src/adloop/__init__.py
    Inside src/ — the main logic begins here
What's in each folder
src/Core code — the actual logic49 files
templates/Templates1 files
scripts/Helper scripts1 files
tests/Tests — proof it works28 files
.claude/Editor / agent settings7 files
.cursor/Editor / agent settings2 files
.github/CI / automation (GitHub Actions)2 files
READMEHas testsDocumentedCI checksMIT licenseUpdated this month
Quick Actions
Details
Creator
kLOsk
Language
Python
Category
mcp-server
Published
3/6/2026

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