com.mambabuilt/mcp-ai-answer-visibility-trackersearch

mcp-ai-answer-visibility-tracker

Verified · today

Whether AI Overviews, ChatGPT, Claude, Perplexity, and Gemini name and cite a brand.

Install

claude mcp add mcp-ai-answer-visibility-tracker -- npx -y @mambalabsdev/[email protected]

Requires: APIFY_TOKEN, OPENAI_API_KEY, ANTHROPIC_API_KEY, PERPLEXITY_API_KEY, GEMINI_API_KEY

Our take

Tracks whether major AI answer products mention and cite a given brand, serving marketers and teams monitoring visibility in generated answers. The npm package makes local integration possible, but zero GitHub stars and no download data suggest an early-stage tool with limited evidence of adoption.

reviewed by hand · 2026-10-30

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Verification record

last verified
today
github stars
0
last commit
today
archived
no
license
MIT
latest version
1.0.0
in registry since
2026-10-29

github.com/mambalabsdev/mcp-ai-answer-visibility-tracker

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