# ai-visibility-mcp

> Use this tool when you need to audit and assess the visibility of AI bots on your website, solving issues related to search engine optimization and AI model accessibility. It analyzes various factors, including robots.txt files, Cloudflare flags, and JSON-LD, to provide a comprehensive 0-100 score. Ideal for use cases where you want to ensure your website is properly indexed and visible to AI models, while also protecting against SSRF attacks and capping spending.

Canonical page: https://skillsregistry.net/skills/krissanders-ai-visibility-mcp  
JSON: https://api.skillsregistry.net/v1/skills/krissanders-ai-visibility-mcp

## Description

Audits AI-bot visibility: robots.txt per-bot for 22 AI user-agents (GPTBot/ClaudeBot/PerplexityBot/etc), Cloudflare flags, JSON-LD, sitemap, llms.txt, SPA shell, plus cross-model brand mentions via Perplexity + OpenRouter. 0-100 score. SSRF-guarded, spend-capped.

## Trust

- **Trust score (0–1):** 0.93
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/h66kz8emkx)
- **Repository:** <https://github.com/bestaiinsider/ai-visibility-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "krissanders-ai-visibility-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/krissanders-ai-visibility-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/krissanders-ai-visibility-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt