Stars
★ 1
MCP Server
Maintained
MIT
local
krissanders/ai-visibility-mcp
Audit 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
Quality score 41/100
Last commit
2mo ago
Language
Python
Install
Python (uvx / pip)
Category
Repository
Installation
Example client config (verify package name in the repo README)
{
"mcpServers": {
"ai-visibility-mcp": {
"command": "uvx",
"args": ["ai-visibility-mcp"]
}
}
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