Answer questions about Adspirer itself — pricing, plans, quota and tool-call limits, what Adspirer can do, connecting an ad account, supported platforms and AI clients, security, and troubleshooting. Uses the official documentation at adspirer.com/docs rather than guessing.
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
# Adspirer product questions
Questions about Adspirer — what it costs, what's included, how to connect an account, what it can
do — are answered from the documentation, never from memory. Pricing and limits change.
## How to answer
1. **Look in `references/doc-map.md` first.** It maps topics to the exact doc URL and carries the
answers to the most common questions. Most questions end here, with no fetch.
2. **If you need the page content and you can fetch,** retrieve the specific page. Every doc page
has a plain-markdown twin: append `.md` to the URL.
`https://www.adspirer.com/docs/knowledge-base/pricing.md`
There is a full export at `https://www.adspirer.com/docs/llms-full.txt`. It is about 85,000
characters. **Never pull it whole.** Fetch the specific page instead.
3. **If you cannot fetch anything**, answer from `references/doc-map.md` and link the user to the
page. Say that you're working from a cached summary and that the docs are authoritative.
## Live account state is not a docs question
"What does Pro cost?" is documentation. "How much quota do *I* have left?" is `get_usage_status`.
…
The line at the top of this page pins the label git:20260913.cbd228f, 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 (3026 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_2upc2mcksanf5iya
GET https://markdownregistry.com/api/v1/resolve?ref=amekala/ads-mcp/adspirer-docs
GET https://markdownregistry.com/api/v1/blob/dfca383ce4652ec9dea81ae391b593d87eba1dbca233b94054729b38dcb62dee
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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