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io.github.edelgad3/ai-visibility-scanner
Scan websites for AI visibility and marketing health with interactive dashboard.
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AI Visibility Scanner — MCP App
Scan any website for AI visibility and marketing health, with an interactive dashboard that renders inline in Claude and ChatGPT.
Live Endpoint
https://ai-visibility-scanner-production.up.railway.app/mcp
Connect to Claude
Claude Desktop
Settings > Connectors > Add Custom Connector > paste:
https://ai-visibility-scanner-production.up.railway.app/mcp
Claude Code
claude mcp add ai-visibility-scanner --transport streamable-http https://ai-visibility-scanner-production.up.railway.app/mcp
Connect to ChatGPT
Settings > Apps > Developer Mode > Add MCP Server > paste:
https://ai-visibility-scanner-production.up.railway.app/mcp
Usage
Once connected, just ask:
"Scan etherealmedia.ai for AI visibility"
The scanner will:
- Probe infrastructure (robots.txt, sitemap, llms.txt, agent-card.json, etc.)
- Analyze homepage + subpages (raw HTTP + Puppeteer JS rendering)
- Score across 3 AI Visibility dimensions + 6 Marketing Health dimensions
- Return interactive dashboard with findings and revenue impact estimates
Tools
| Tool | Visibility | Description |
|---|---|---|
scan_website | model + app | Full scan with scores, findings, revenue impact |
refresh_scan | app only | Re-scan from the dashboard UI |
Scores
- GEO (Generative Engine Optimization): Schema, robots, sitemap, llms.txt
- Multimodal: OG images, video, alt text, WebP/AVIF, srcset
- Agent-Ready: llms.txt, agent-card.json, UCP, WebMCP, semantic HTML
- Marketing Health: SEO, CTA/CRO, Trust, Analytics, Competitive, Growth
Development
npm install
npm run serve # Build UI + start MCP server on :3001
Deploy
Docker with Puppeteer/Chrome:
docker build -t ai-visibility-scanner .
docker run -p 3001:3001 ai-visibility-scanner
Railway:
railway up
Built by Ethereal Media — The Ethereal Forge