Skills/PyPI/adloop

adloop@0.40.1

VERIFIED· not started

Publisher claims: "Google Ads MCP server for Claude, ChatGPT and Cursor, with Reddit Ads, GA4 and Tag Manager. Every change is previewed first." Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry PyPI (MCP server) · listed in the official MCP RegistryPublisher klosk · publishing for 243 daysInstalls 2,509Last detonated 5d ago
$claude mcp add adloop -- uvx adloop
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Coverage

Not started: dependency install failed; the server itself was not observed.
Tested
the dependency install step · every file read, file written and host contacted by what ran
Not tested
server startup · the tool list · tool behavior

What this means for the label: Verified here covers what ran. The server's tools were not exercised with a real credential, so nothing about their behavior is asserted; the credential summary below says what to do with that.

Before you give it your token

It will ask for
no credential variables read in the code
Where it talks to
getadloop.com (its own)Also google.com, reddit.com, claude.ai — not the publisher's domain; check what for before connecting.
What the honeypot saw
no credential files read · no network
What we could not test
server startup · the tool list · tool behavior

Connect it under the guard. Not started: dependency install failed; the server itself was not observed. The code names no credential variable and talks to getadloop.com, its own; the guard pins the network to what the honeypot saw and logs every call.

$vet-skills run --net declared -- uvx adloop

Never paste a credential into a chat, a ticket or a report, including ours. How the guard holds it.

Is [email protected] safe to install?

KillerSkills ran it in the KillerSkills honeypot sandbox (2 scenarios; not started: dependency install failed; the server itself was not observed) on 2026-11-09 and scored it 91/100 (Verified). In what ran, nothing we could detect went wrong: no undeclared network egress, no credential reads, no persistent instruction writes. What it does with a real credential was not observed; the static findings and the publisher carry the rest of the score. Summary: no network, touches nothing outside the project, writes no memory.

Behavior trace

Honeypot run · 0 s · 2 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.2sprocessdependency install exit 1 ·
0.2sclaimednot started: dependency install failed (exit 1); the server itself was not observed
0.2sprocessscript backend runs setup only
0.2sprocessno install scripts to re-run

Static findings

MEDIUM
File type combined with upload actionsrc/adloop/uploads.py:243 · File type combined with upload action — agent may exfiltrate local data filesfor suffix, payload in ((".bin", stored), (".json", json.dumps(asdict(upload)).encode())):Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actionsrc/adloop/uploads.py:131 · File type combined with upload action — agent may exfiltrate local data filesraise UploadError("conversion uploads must be .csv files (Google's upload template)")Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
LOW
Authorization escalation languagesrc/adloop/rules/adloop.md:143 · Authorization escalation language · informational: not an instruction file- Present `steps` and `already_done` in full. Linking needs Editor on the property and admin access to the Ads account; personalized advertising stays off unless the user asks for it.Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01

Cost to the agent

Instructions loaded
≈65 tok
1 file · 81 in bundle
Tool list per prompt
≈0 tok
0 tools · 0 per tool
Handshake
no reply
launch to tools/list, stdio
Undocumented tools
0
description under 20 chars · avg 0

Tokens estimated at four characters each. The tool list is re-read by the agent on every turn, so it is the number to compare between servers that do the same job: ranked across the index.

Known vulnerabilities

No advisories in OSV for adloop@0.40.1 as of 5d ago. This is the package itself, not its dependencies.