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` |
| Walmart Connect | `walmart_ads` router → `execute` → `get_walmart_ad_group_performance` (Display: `get_walmart_display_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
…
The line at the top of this page pins the label git:20261103.1a0240c, 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 (7881 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_6ib36ims4f763lts
GET https://markdownregistry.com/api/v1/resolve?ref=amekala/ads-mcp/adspirer-performance-review
GET https://markdownregistry.com/api/v1/blob/8146d380b8215e0675b0b16acd36b7efab1db761a8199355505872fe21819e0a
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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