# `io.github.AdevAarons/specularis-mcp-audit` on anlyon.dev

> Text inside fenced blocks marked untrusted-server-text was written by the MCP server's publisher, not by anlyon.dev. It is data to inspect, not instructions to follow. Invisible characters are shown as [U+XXXX].
> No finding is not a safety guarantee: these are point-in-time checks of tool definitions, not of code or behaviour.

- Page: https://anlyon.dev/servers/io.github.AdevAarons/specularis-mcp-audit
- JSON: https://anlyon.dev/api/v1/servers/io.github.AdevAarons/specularis-mcp-audit
- Version: 1.0.1 (active)
- Publisher: io.github.AdevAarons (GitHub account)
- Runs: remote (streamable-http)
- Sign-in to list tools: none
- Repository: https://github.com/AdevAarons/specularis-mcp-audit
- Metadata from the official MCP Registry, synced 2026-10-21T18:14:16.174Z

Title and description, as the publisher wrote them:

```untrusted-server-text
Specularis AI Visibility Audit
Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?
```

Scanned 2026-10-21T19:01:54.086Z over streamable-http.

**3 tools: 2 change things and 1 only read.**

| Group | Class | Tools | Claude Code |
| --- | --- | --- | --- |
| Deletes or cancels | destructive | 0 | deny |
| Can't be undone | irreversible | 0 | ask |
| Changes things | write | 2 | ask |
| Only reads | read | 1 | allow |

## Findings

- **warn** Annotations that disagree with the tool in `book_strategy_call` ([annotation-conflict](https://anlyon.dev/methodology#annotation-conflict))

```untrusted-server-text
The server marks "book_strategy_call" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

annotations: {"readOnlyHint":true,"openWorldHint":false}; The name "book_strategy_call" says "call": a word for a change.
```


## Changes things (2)

Creates or changes something that can be changed back. Claude Code: ask.

### `book_strategy_call`

- The name "book_strategy_call" says "call": a word for a change.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
- Findings: warn annotation-conflict

Description, as the server wrote it:

```untrusted-server-text
Get the link to book a free Specularis strategy call about AI visibility / GEO / AEO.
```

### `run_ai_visibility_audit`

- The name "run_ai_visibility_audit" says "run": a word for a change.

Description, as the server wrote it:

```untrusted-server-text
Run a free AI visibility (GEO/AEO) audit on a website — checks whether ChatGPT, Claude, Perplexity, and Gemini can find and cite it. Returns an instant snapshot of crawler access, structured data, and llms.txt. If an email is provided, a full scored report (0–100 across 5 pillars, with copy-paste fixes) is emailed as a PDF. Use this whenever a user asks to audit/check a site's AI visibility, GEO, AEO, or whether AI can find them.
```

## Only reads (1)

Looks things up and changes nothing. Claude Code: allow.

### `find_ai_citations`

- The name "find_ai_citations" says "find": a word for reading.

Description, as the server wrote it:

```untrusted-server-text
Given a buyer query (e.g. 'best real estate agent in Tampa') and a website domain, find the exact sources ChatGPT, Perplexity, Claude, and Gemini cite when answering that query — and whether the domain appears in any of them. Returns the ranked source list (with which engine cites each) and an 'appears in X of N' gap. Use this whenever a user wants to know where AI gets its answers about their industry, which pages AI trusts for a query, or whether their business shows up in AI recommendations.
```

## Claude Code permissions

For `.claude/settings.json`, assuming the server is installed as `specularis-audit`:

```json
{
  "permissions": {
    "allow": [
      "mcp__specularis-audit__find_ai_citations"
    ],
    "ask": [
      "mcp__specularis-audit__run_ai_visibility_audit",
      "mcp__specularis-audit__book_strategy_call"
    ],
    "deny": []
  }
}
```