Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add amekala/ads-mcp --skill adspirer-google-adsgit clone --depth 1 https://github.com/amekala/ads-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/amekala/ads-mcp/adspirer-google-ads)<a href="https://agentmods.dev/skills/amekala/ads-mcp/adspirer-google-ads"><img src="https://agentmods.dev/badge/skills/amekala/ads-mcp/adspirer-google-ads/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/amekala/ads-mcp/adspirer-google-ads"><img src="https://agentmods.dev/badge/skills/amekala/ads-mcp/adspirer-google-ads.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00078 | $0.00880 |
| Opus 5 | $0.00039 | $0.00440 |
| Sonnet 5 | $0.00016 | $0.00176 |
| Haiku 4.5 | $0.00008 | $0.00088 |
Grade A, and why
adspirer-google-ads scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 76 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Google Ads
Everything on Google goes through the google_ads router. Follow adspirer-mcp for the
two-step: {"action": "list_tools"} first, then {"action": "execute", "tool_name": ..., "arguments": {...}}.
Account parameter: customer_id, as a string. Hyphens are stripped for you.
Budgets are in dollars — $50/day is 50.0.
Creating a campaign
1. Pick the type. If the user just said "create a campaign," run select_google_campaign_type
rather than guessing. Search, Performance Max, Demand Gen, YouTube, and Display solve different
problems — references/campaign-types.md has the decision tree and the budget each type actually
needs to learn.
2. Gather what's required. Budget, final URL, locations, and the conversion goal. Resolve place
names with resolve_google_locations instead of guessing geo ids.
3. Prepare assets. For Performance Max, run discover_existing_assets first — the account
usually already has images and logos, and reusing them is faster and better than asking the user to
upload. Then validate_and_prepare_assets.
Asset bundles expire after one hour. If more than an hour passed between preparing assets and creating the campaign, re-run
validate_and_prepare_assetsand use the fresh bundle. A stale bundle fails at create time.
4. Create. The campaign comes back paused. It does not spend.
5. Add extensions. This is not optional for Search. A Search campaign without extensions
underperforms badly and Google will tell you so. Add at least 4 sitelinks, 4–6 callouts, and
structured snippets before you call the build finished. See references/extensions.md.
6. Read it back. List the campaign and confirm budget, status, and targeting match what you intended. Then tell the user it is paused and ask whether to resume.
Keywords and ads attach to ad groups, not campaigns
Any tool that touches a keyword, a negative keyword, or an ad needs an ad_group_id. Run
get_campaign_structure to get them. Do not pass a campaign id where an ad group id is expected.
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 76 lines · 78 tokens per session scan A d80144919964
adspirer-google-ads is a skill published in the GitHub repository amekala/ads-mcp (89 stars, last pushed 4d ago), licensed MIT. It adds 78 tokens to every session and 880 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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