Review ad performance across platforms with Adspirer — how are my ads doing, weekly or monthly reports, a cross-channel scorecard, CPA, ROAS, CTR, spend trends, and auditing whether conversion tracking is set up correctly. Read-only; changes nothing.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Performance review
Follow `adspirer-mcp` before any tool call. This skill only reads — it never changes a campaign.
## Where the numbers come from
The two big platforms have **direct, top-level** performance tools. The rest go through their router.
| Platform | How |
|---|---|
| Google Ads | `get_campaign_performance` — call it directly |
| Meta Ads | `get_meta_campaign_performance` — call it directly |
| TikTok | `tiktok_ads` router → `execute` → `get_tiktok_campaign_performance` |
| LinkedIn | `linkedin_ads` router → `execute` → `get_linkedin_campaign_performance` |
| Amazon | `amazon_ads` router → `execute` → `get_amazon_campaign_performance` |
| ChatGPT Ads | `chatgpt_ads` router → `execute` → `get_chatgpt_performance` |
Calling the routed ones directly by name will fail — they aren't in the tool list. Pass
`raw_data: true` when the user wants the numbers rather than the rendered summary.
Only pull the platforms the user has actually connected. Check `get_connections_status` first
instead of firing six calls and reporting five failures.
## Before you trust a single number
**Verify conversion tracking.** Run `audit_conversion_tracking`. It returns a health score and
…
The line at the top of this page pins the label git:20260709.187204f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (5142 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag
Source
GitHub
amekala/ads-mcp · 105 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_z4koy2x2iuvikgbr
GET https://markdownregistry.com/api/v1/resolve?ref=amekala/ads-mcp/adspirer-performance-review
GET https://markdownregistry.com/api/v1/blob/d3b185ddddcd5c53bef37dcfc36b8aedf4ed68c0d8e9be87a44b95a7114f6b6c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
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amekala/ads-mcp · shared/skills/platform/adspirer-performance-review/SKILL.md · Review ad performance across platforms with Adspirer — how are my ads doing, weekly or monthly reports, a cross-channel…
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amekala/ads-mcp · plugins/claude/skills/adspirer-performance-review/SKILL.md · Review ad performance across platforms with Adspirer — how are my ads doing, weekly or monthly reports, a cross-channel…
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