Ai Readiness vs Visibilityradar Mcp

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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Ai Readiness
epistemedeus
🎯 Marketing
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Visibilityradar Mcp
sarefe12-sudo
🎯 Marketing
SummaryCheck whether a website is visible to AI search (ChatGPT, Perplexity, Claude, Google AI Overviews). Scores AI-crawler access, JSON-LD structured data, title/meta, Open Graph, sitemap, and llms.txt, with a specific fix for each gap. Dependency-free, no API keys. Install: npx -y github:epistemedeus/ai-readiness mcp.Analyze how AI models (Claude, GPT-4o, Gemini, Perplexity, Grok, DeepSeek) see your brand. Returns AI Visibility Score, per-model breakdowns, sentiment analysis, competitor comparison, and top recommendations. Results saved to dashboard automatically. npx visibilityradar-mcp
Quality signal23/100 (Emerging)17/100 (Emerging)
Install pathnpx · highnpx · high
Engagement 0 0 0 0 0 0 0
ToolsNot listed yetNot listed yet
Verified / officialNoNo
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