com.danielsdesignstudio/mirror-ai-citability
Official3 toolsMirror — AI Citability
Measure a brand's AI Citability across AEO, GEO & SEO — is it cited by ChatGPT, Claude & Gemini?
Measures brand visibility in AI search results across ChatGPT, Claude, and Gemini.
Captured live from the server via tools/list.
score
Return a brand's AI Citability Index (0–100) and AEO/GEO/SEO sub-scores for a website. A fast, open check of how citable a brand is in AI answers.
Parameters (3)
- urlstringrequired
Brand website URL (required), e.g. example.com
- brandstring
Brand name (optional, improves disambiguation)
- industrystring
Industry (optional, improves disambiguation)
reflect
Return the full structured Brand Reflection — AI Citability Index, scores, executive summary, top opportunity, quick wins, brand-excellence answers, themes, and prioritized findings across AEO/GEO/SEO. The complete diagnosis of a brand's AI citability. Audits and improves how AI engines cite a brand. Mirror measures a brand's AI Citability — whether ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews cite, mention, and recommend it — across answer engines (AEO), generative output (GEO), traditional search (SEO), and the knowledge graph. Returns a structured Brand Reflection with an AI Citability Index, gap findings, and answer-first fixes. Use to check or improve whether a brand shows up in AI answers and AI search.
Parameters (3)
- brandstringrequired
Brand name (required)
- industrystringrequired
Industry (required) — authoritative disambiguation
- urlstringrequired
Brand website URL (required)
reflect_result
Fetch the result of a Reflection started by the reflect tool. Pass the jobId that reflect returned. Returns { status: "processing" } until ready (retry after ~30s), then the full Brand Reflection.
Parameters (1)
- jobIdstringrequired
The jobId returned by the reflect tool
README not available yet.
Install
claude_desktop_config.json
{
"mcpServers": {
"mirror-ai-citability": {
"command": "npx",
"args": [
"-y",
"mcp-remote",
"https://mcp.danielsdesignstudio.com/mcp"
]
}
}
}Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.