Ai Visibility Mcp vs Ai Visibility

Side-by-side comparison of two Model Context Protocol servers — install paths, tools, quality signals, and directory engagement so you can pick the right one for Claude, Cursor, and other MCP clients.

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🎯 Marketing
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Ai Visibility
sharozdawa
🎯 Marketing
SummaryAudit how AI sees your website. Per-bot robots.txt verdicts for 22 known AI user-agents (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Bytespider, etc), Cloudflare AI-default flags, on-page schema, sitemap, llms.txt, SPA-shell detection, and cross-model brand mentions via Perplexity + OpenRouter. 0-100 score with explainable deductions; parallel competitor compare. SSRF-guarded, per-call and daily LLM spend caps. MIT, 24 tests, stdio + HTTP.Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Visibility scores, sentiment analysis, competitor detection, and trend charts.
Quality signal24/100 (Emerging)23/100 (Emerging)
Install pathnpx · lownpx · low
Engagement 0 0 0 0 0 0 8
ToolsNot listed yetNot listed yet
Verified / officialNoNo
Open listingView Ai Visibility McpView Ai Visibility
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