Summary
This scanner plugs into Claude or ChatGPT via streamable HTTP and runs a multi-layer audit of any website's AI discoverability. It checks infrastructure files like robots.txt, sitemap.xml, llms.txt, and agent-card.json, then renders pages with Puppeteer to analyze schema markup, multimodal content, and semantic HTML. You get back an interactive dashboard scored across nine dimensions including GEO readiness, agent compatibility, and standard marketing health metrics like SEO and conversion optimization. The main tool is scan_website, with a refresh_scan follow-up for re-running from the dashboard. Useful when you need to quickly assess whether a site is visible to AI agents and search engines or diagnose gaps in structured data and discoverability signals.
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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
Featured
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →