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-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-ads)<a href="https://agentmods.dev/skills/amekala/ads-mcp/adspirer-ads"><img src="https://agentmods.dev/badge/skills/amekala/ads-mcp/adspirer-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-ads"><img src="https://agentmods.dev/badge/skills/amekala/ads-mcp/adspirer-ads.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
SkillSpector: 1 finding, up to low
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- low Privilege Escalation · line 1087 Skill requests more permissions than appear necessary for its stated functionality. Review if elevated access is justified.Fix: Request only the minimum permissions required. Document why each permission is needed. Remove broad permissions like '*' or 'all'.
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 | $0.00056 | $0.14684 |
| Opus 5 | $0.00028 | $0.07342 |
| Sonnet 5 | $0.00011 | $0.02937 |
| Haiku 4.5 | $0.00006 | $0.01468 |
Grade A, and why
adspirer-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 — 1,108 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Manage advertising campaigns across Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads using the Adspirer MCP server (400+ tools across Google Search/PMax/Display/Demand Gen/YouTube, Meta image/video/carousel/lead-gen, LinkedIn sponsored content/carousel/lead-gen with campaign groups, and TikTok in-feed/Spark/Carousel/App Promotion).
When to Use This Skill
Activate when the user:
- Asks about ad campaign performance ("How are my Google Ads doing?")
- Wants to research keywords ("Find keywords for my plumbing business")
- Needs to create campaigns ("Launch a Google Search campaign for...")
- Wants budget optimization ("Where am I wasting ad spend?")
- Mentions advertising platforms (Google Ads, Meta, LinkedIn, TikTok)
- Asks about ad accounts or connections ("Which ad platforms are connected?")
Required Workflow
Follow these steps in order. Do not skip steps.
Step 1: Check Connected Platforms
Always start here before any ad operation:
- Call
get_connections_status - Shows connected platforms, primary/secondary accounts, account IDs
- If the target platform is not connected, direct the user to https://adspirer.ai/connections
Step 2: Identify the Task
| User goal | Workflow | Key tools |
|---|---|---|
| View campaign metrics | Performance Analysis | get_campaign_performance, get_meta_campaign_performance, get_linkedin_campaign_performance |
| Cross-platform overview | Cross-Platform Dashboard | See Cross-Platform section below |
| Find keywords | Keyword Research | research_keywords |
| Research before new campaign | Campaign Research | Web search + Adspirer tools (see Campaign Research section) |
| Research competitors | Competitive Intelligence | Web search, analyze_search_terms, research_keywords |
| Create a campaign | Campaign Creation | Campaign Research first, then platform-specific flows below |
| Reduce wasted spend | Budget Optimization | optimize_budget_allocation, analyze_wasted_spend, analyze_search_terms |
| Switch accounts | Account Management | switch_primary_account |
| Compare platforms | Cross-Platform | Call each platform's performance tool, present side-by-side |
| Check ad fatigue | Creative Management | detect_meta_creative_fatigue, analyze_linkedin_creative_performance |
| Understand audiences | Audience Analysis | get_meta_audience_insights, get_linkedin_audience_insights, search_audiences |
| Manage PMax search themes | PMax Search Themes | add_pmax_search_themes, get_pmax_search_themes, remove_pmax_search_themes |
| Manage PMax audience signals | PMax Audience Signals | add_pmax_audience_signal, get_pmax_audience_signals, remove_pmax_audience_signal, search_audiences |
| Create Demand Gen campaign | Demand Gen Creation | discover_existing_assets, search_audiences, create_demandgen_campaign |
| Create YouTube campaign | YouTube Creation | discover_existing_assets, validate_video, search_audiences, create_youtube_campaign |
| Add ad extensions | Ad Extensions | add_sitelinks, add_callout_extensions, add_structured_snippets, list_campaign_extensions |
| Change bidding strategy | Bidding Strategy | update_bid_strategy, get_campaign_structure |
| Add/manage keywords | Keyword Management | add_keywords, remove_keywords, update_keyword, add_negative_keywords, remove_negative_keywords |
| Set up alerts | Monitoring | create_monitor, list_monitors |
| Schedule reports | Reporting | schedule_brief, generate_report_now |
What ships with it
1 file 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 · 1,108 lines · 56 tokens per session scan A a395b1bb82b9
adspirer-ads is a skill published in the GitHub repository amekala/ads-mcp (89 stars, last pushed 4d ago), licensed MIT. It adds 56 tokens to every session and 14,684 once invoked, about $0.0003 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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