Is Adloop safe to use?

Adloop has no known CVEs as of the latest MCPpedia security scan. It requires authentication to connect, which limits unauthorized access. Licensed under MIT.

How do I install Adloop?

Adloop supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

Adloop provides 27 tools: health_check, get_account_summaries, run_ga4_report, run_realtime_report, get_tracking_events and 22 more. See the full tools list on the server page for descriptions and parameters.

What AI clients work with Adloop?

Adloop is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.

Is Adloop actively maintained?

Adloop is actively maintained — last commit was 13 days ago. It has 163 GitHub stars.

Adloop

Name: Adloop
Author: kLOsk

adloop · by kLOsk

An MCP server that gives your AI assistant read + write access to Google Ads and GA4 — with safety guardrails that prevent accidental spend.

163 27 tools GitHub PyPI

No known CVEs

MIT license

Actively maintained

Last commit 13d ago

Works with most clients

Transport: stdio, sse, http

27 tools · ~1.6k tok

Grade C · 0.8% of 200K ctx

Edit this pageView history

Marketing Analytics

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "adloop": {
      "args": [
        "-m",
        "adloop"
      ],
      "command": "/absolute/path/to/adloop/.venv/bin/python"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/adloop)](https://mcppedia.org/s/adloop)

Read me

What Adloop does

Stop switching between Google Ads, GA4, and your code editor to figure out why conversions dropped.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

uvx 'adloop' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

80/100across 5 weighted dimensions

How we score →

0255075100

−20

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked adloop against OSV.dev.

Inventory

Tools (27)

Click any tool to inspect its schema.

~1.6k tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Adloop safe to use?: Adloop has no known CVEs as of the latest MCPpedia security scan. It requires authentication to connect, which limits unauthorized access. Licensed under MIT.
How do I install Adloop?: Adloop supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can Adloop do?: Adloop provides 27 tools: health_check, get_account_summaries, run_ga4_report, run_realtime_report, get_tracking_events and 22 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Adloop?: Adloop is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is Adloop actively maintained?: Adloop is actively maintained — last commit was 13 days ago. It has 163 GitHub stars.

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Get CVE alerts and security updates for Adloop and similar servers.

Community

Discussion

Start a conversation

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Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Edit this pageView history

Marketing Analytics

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "adloop": {
      "args": [
        "-m",
        "adloop"
      ],
      "command": "/absolute/path/to/adloop/.venv/bin/python"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/adloop)](https://mcppedia.org/s/adloop)

Read me

What Adloop does

Stop switching between Google Ads, GA4, and your code editor to figure out why conversions dropped.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

uvx 'adloop' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

README

AdLoop

The AI command center for Google Ads, GA4, and tracking code.

An MCP server that gives your AI assistant read + write access to Google Ads and GA4 — with safety guardrails that prevent accidental spend.

pip install adloop

What It Solves

AdLoop exists because managing Google Ads alongside your code is a mess. These are the specific problems it handles:

"My conversions dropped and I don't know why." AdLoop cross-references Ads clicks, GA4 sessions, and conversion events in one query. It detects whether the gap is from GDPR consent rejection, broken tracking, or an actual landing page problem — before you waste hours checking each dashboard separately.
"I'm wasting ad spend on irrelevant searches." Pull your search terms report, identify the junk, and add negative keywords — all from a single conversation in your IDE. No context-switching to the Ads UI.
"Is my tracking even working?" Compare the event names in your actual codebase against what GA4 is receiving. Find the mismatches: events you fire that GA4 never sees, events GA4 records that you didn't know about.
"I need to create ads but the Google Ads UI is hostile." Draft responsive search ads, create campaigns, add keywords — all through natural language. Every change shows a preview first. Nothing goes live without your explicit confirmation. New ads and campaigns start paused.
"My landing page gets paid traffic but nobody converts." AdLoop joins your ad final URLs with GA4 page-level data. See which pages get clicks but no conversions, which have high bounce rates, and which ones are orphaned from any ad campaign.
"I don't know if my EU consent setup is causing data gaps." In Europe, 30-70% of users reject analytics cookies. AdLoop accounts for this automatically — it won't diagnose a normal GDPR consent gap as broken tracking.

Built From Real Usage

Every tool exists because of an actual problem hit while running real Google Ads campaigns. The cross-reference tools exist because we kept manually asking the AI to "get Ads data, then get GA4 data, then compare them" — so we automated the join. The Broad Match + Manual CPC safety rule exists because the AI once created that exact combination and wasted budget. The GDPR consent awareness exists because the AI kept diagnosing normal EU cookie rejection as broken tracking.

The best features come from real workflows. If you're using AdLoop and find yourself wishing it could do something it can't, open an issue describing your situation — not just "add feature X" but "I was trying to do Y and couldn't because Z." The context matters more than the request.

All 43 Tools

Quick start: pip install adloop or git clone https://github.com/kLOsk/adloop.git && cd adloop && uv sync && uv run adloop init

Diagnostics

Tool	What It Does
`health_check`	Test OAuth, GA4, and Ads connectivity in one call — actionable error messages if anything is broken. Also reports the pinned Google Ads API version and warns if a newer version

... View full README on GitHub

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

80/100across 5 weighted dimensions

How we score →

0255075100

−20

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked adloop against OSV.dev.

Inventory

Tools (27)

Click any tool to inspect its schema.

~1.6k tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Adloop safe to use?: Adloop has no known CVEs as of the latest MCPpedia security scan. It requires authentication to connect, which limits unauthorized access. Licensed under MIT.
How do I install Adloop?: Adloop supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can Adloop do?: Adloop provides 27 tools: health_check, get_account_summaries, run_ga4_report, run_realtime_report, get_tracking_events and 22 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Adloop?: Adloop is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is Adloop actively maintained?: Adloop is actively maintained — last commit was 13 days ago. It has 163 GitHub stars.