# Pulse Digital Dev Ai Visibility Index MCP server

Source: https://glimind.com/server/mcp-registry%2Fio.github.pulse-digital-dev%2Fmcp-ai-visibility-index
Registry id: `mcp-registry/io.github.pulse-digital-dev/mcp-ai-visibility-index`
Status: live (checked 2026-10-27T02:42:38.434Z)

## Verdict

Pulse Digital Dev Ai Visibility Index MCP server answered 100% of Glimind's liveness checks over 30 days, better than 42% of MCP servers, with 658 ms median handshake and 0 outages in 90 days. Its agent-readiness grade is A (93/100) across 3 tools, costing an agent about 378 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 100% | 42% of MCP servers |
| Median handshake latency | 658 ms | 37% of MCP servers |
| p95 handshake latency | 2764 ms | — |
| Checks in 30 days | 4,898 | — |
| Outages, 90 days | 0 | — |
| Median recovery | — | — |
| Agent-readiness score | 93/100 (A) | 76% of MCP servers |
| Tools | 3 | — |
| Tool-list size for an agent | ~378 tokens | 92% of MCP servers |
| Days observed | 29 | — |

## Install

```json
{
  "mcpServers": {
    "pulse-digital-dev-ai-visibility-index-mc": {
      "type": "http",
      "url": "https://ai-visibility-index.dev/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http pulse-digital-dev-ai-visibility-index-mc https://ai-visibility-index.dev/mcp
```

## Tools (3)

- `check_ai_visibility`: Check the AI visibility (LLMO/GEO) score for a specific domain. Returns the overall score (0-100), scores from 4 AI engines (ChatGPT, Claude, Gemini, Perplexity
- `get_ai_visibility_methodology`: Get the AI Visibility Index scoring methodology: how LLMO/GEO scores are calculated, which AI engines are tested (ChatGPT, Claude, Gemini, Perplexity), query ty
- `list_ai_visibility_industries`: List all industries covered by the AI Visibility Index with their average LLMO/GEO scores, company counts, and score ranges. Currently covers 9 Japanese EC indu

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.