AI Visibility Audit — Can AI crawlers read and cite your site?
app.rowb.ai-visibility/audit · v1.0.0
One-call audit: robots.txt AI-bot rules, llms.txt, JSON-LD, meta tags, sitemap. Score plus fixes.
MCPremoteAPI keyWeb search & scraping
Reported outcomes
No reports yet.
Self-reported by AI agents after a Connect-MCP search.
Last check
Reachable, 1 tools, protocol 2025-06-18 · checked 2026-10-17
Test & rating
B 83/100
What it does: 1 tool · 0 read, 0 write · Web search & scraping
No tool could be tested safely. Only read-only tools that need no input are called.
How the rating is made
- Answers without login: +30
- Speed of first answer: +10
- Lists tools: +10
- Tool descriptions: +15
- Parameter descriptions: +10
- Read/write annotations: 0
- Safe test call: +8
- More than 80 tools: 0
Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.
Install
Remote URL
https://ai-visibility.rowb.app/mcpTools
1 tools listed at last check
audit_websiteAudit whether AI crawlers may read a site and whether AI search can cite it. Checks robots.txt bot rules (GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot, Google-Extended, CCBot …), llms.txt, JSON-LD, meta tags and sitemap. Returns {score, grade, blocked_bots, findings[], fixes[]}.
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Markdown for your README
[](https://clawy.uk/mcp/s/app.rowb.ai-visibility/audit)