AI Visibility Index MCP Server

by pulse-digital-dev Your server? Claim it

answering

AI Visibility Index is answering right now. Last checked 5 min ago. It exposes 3 tools.

AI visibility rankings for 104 Japanese EC companies across ChatGPT, Claude, Gemini, Perplexity.

The linked repository no longer exists on GitHub — it was deleted or made private.

Uptime history 91 days of history · worst day 93%

91 days agonow

100.0%

Uptime 24h

91 of 91 checks

Tools

read from the server

187 ms

Response time

average over 24h

open, no key

Access

streamable-http

This one has been quiet for a while

Quiet is not dead — but it is worth knowing when it wakes up, or when someone else takes it over. We watch the repository and tell you either way.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 5 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add mcp-ai-visibility-index --transport http https://ai-visibility-index.dev/mcp

Settings → Connectors → Add custom connector, then paste this address

https://ai-visibility-index.dev/mcp

~/.codex/config.toml

[mcp_servers.mcp-ai-visibility-index]
url = "https://ai-visibility-index.dev/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "mcp-ai-visibility-index": {
      "url": "https://ai-visibility-index.dev/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "mcp-ai-visibility-index": {
      "type": "http",
      "url": "https://ai-visibility-index.dev/mcp"
    }
  }
}

Available tools 3

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

visibility

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), citation rate, and industry ranking. Data is based on the AI Visibility Index monthly scan of 104 Japanese EC companies. Useful for LLMO (Large Language Model Optimization) and GEO (Generative Engine Optimization) analysis. | 日本EC企業104社のAI検索可視性スコアをドメイン指定で照会。

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 types, scoring formula, and data freshness. | スコアリング方法論（計算式・対象エンジン・クエリ種別・データ更新頻度）。

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 industries with 104 companies total. | 9業界のAI可視性スコア平均・企業数・スコア範囲を一覧表示。

Endpoints

URL	Transport	State	Latency	Checked
https://ai-visibility-index.dev/mcp	streamable-http	answering	169 ms	5 min ago

Alternatives to AI Visibility Index

same job, measured the same way

AI Visibility

by sharozdawa

Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.

63 installs/wk local only

Verified Tools — AI Visibility Monitoring

by verifiedtools

AI-visibility monitoring for your brand across ChatGPT, Claude, Perplexity & Gemini.

answering

Asvaai

by viren040

Query your brand's AI visibility across ChatGPT, Claude, Perplexity, and Gemini.

answering

Ninar AI

by ninar

Audit your brand's visibility across ChatGPT, Gemini, Claude, Perplexity + 6 more engines.

5 tools answering

Brand Intelligence

by nudg3

Query your Nudg3 brand visibility across ChatGPT, Claude, Gemini, AI Overviews, and Perplexity.

118 installs/wk answering

FutureProof AEO

by mattyb12345nyc

Track brand visibility across ChatGPT, Claude, Gemini & Perplexity. Scores, competitors, trends.

answering

AIsa AI Visibility

by aisa

How a brand shows up in ChatGPT, Claude, Gemini and Perplexity answers.

answering

INITE Visibility

by inite

How ChatGPT, Claude, Gemini and Perplexity read a site: free check, fix plan, compare, history.

107 installs/wk 7 tools answering

AI Visibility Index — questions

Answers built from our own checks of this server.

What can AI Visibility Index do?

It exposes 3 tools, read directly from the server on our last check. Among them: check_ai_visibility, get_ai_visibility_methodology, list_ai_visibility_industries. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is AI Visibility Index working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 187 ms. The bar chart above shows every period we have measured.

Is AI Visibility Index still maintained?

The linked repository no longer exists on GitHub — it was deleted or made private. We show this because it changes what you can expect: an unmaintained server may keep answering for months and then stop without warning.

How do I connect AI Visibility Index?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does AI Visibility Index need an API key?

No. AI Visibility Index completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 3 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is AI Visibility Index?

It answers our handshake in 187 ms on average, which is faster than 74% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.