AI Visibility Index MCP server

online · 100% uptime

by pulse-digital-dev·io.github.pulse-digital-dev/mcp-ai-visibility-index·v1.0.0

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

B79/100grade B

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B79/100

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AI Visibility Index tools (3)

write = sends, deletes, buys or posts

check_ai_visibilityFree
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_methodologyFree
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_industriesFree
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。

Public scan report

scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it

no findings

–Code scanremote-only server, no package to scann/a
Live reliabilityremote reachable in 477ms20/20
Tool poisoning3 tool descriptions checked15/15
Auth qualityopen endpoint, read-only tools10/15
Maintenancelast push 103 days ago8/15
Maintainer identityregistry namespace matches repository owner6/10

Overall 79/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

How AI Visibility Index compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 79/100; higher than 63% of 3,472 Web search servers
Tools: 3; the typical Web search server has 5
Tools that change things: 0%; typical: 0%. Fewer write tools means less an agent can break
Uptime: 100%; of our recent checks; the typical remote Web search server answers 100%
Response time: 53 ms; faster than 95% of 2,237 Web search servers

What its tools let an agent do: 3 read

Install AI Visibility Index in Claude Code, Cursor or VS Code

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

Add to Cursor

What the publisher says

From the AI Visibility Index repository's README, as published. We do not edit it. Read it on GitHub

AI Visibility Index — MCP Server

AIエージェントから日本EC業界104社のAI可視性ランキングデータに直接アクセス

Overview

AI Visibility Indexは、日本のEC企業104社が4大AIエンジン（ChatGPT・Claude・Gemini・Perplexity）にどれだけ引用されているかを月次で計測・公開するベンチマークメディアです。

このMCPサーバーに接続することで、Claude Desktop・Cursor・Windsurf等のMCP対応AIエージェントから、ランキングデータを直接取得できます。

エンドポイント: https://ai-visibility-index.dev/mcp
トランスポート: Streamable HTTP（JSON-RPC 2.0 over HTTP POST）
認証: 匿名アクセスで月10回まで無料。APIキー不要。

Quick Start

Claude Desktop

claudedesktopconfig.json に以下を追加して再起動:

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

Cursor

Settings → MCP → Add Server:

Name: ai-visibility-index
Type: http
URL: https://ai-visibility-index.dev/mcp

その他のMCPクライアント

エンドポイントURLを指定するだけで接続できます:

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

Available Tools

1. checkaivisibility

特定ドメインのAI可視性スコアを照会します。

レスポンス例:

{
  "company": "ZOZOTOWN",
  "domain": "zozo.jp",
  "overallScore": 72.5,
  "rank": 3,
  "totalCompanies": 104,
  "engines": {
    "chatgpt": 85.0,
    "claude": 70.0,
    "gemini": 65.0,
    "perplexity": 70.0
  }
}

2. listaivisibility_industries

9業界のAI可視性サマリーを一覧で返します。パラメータ不要。

3. getaivisibility_methodology

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）を返します。パラメータ不要。

Authentication

APIキーは Authorization ヘッダーで送信:

Authorization: Bearer avi_xxxxxxxxxxxxxxxxxxxxxxxx

APIキーの取得: 料金プラン

Discovery

MCP Discovery Protocol対応:

GET https://ai-visibility-index.dev/.well-known/mcp.json

Data Usage

出典表記必須: AI Visibility Index by Pulse Digital
APIキーの共有・再販は禁止
詳細: 利用規約

License

MIT — see LICENSE

Author

Pulse Digital — AI × マーケティングの分析ツールを開発しています。

Nothing above is checked by us. What we check is on the safety report.

AI Visibility Index: common questions

Is AI Visibility Index MCP server safe?: Mostly: it is graded B (79/100). Read the AI Visibility Index safety report
How do I install AI Visibility Index?: It runs remotely at ai-visibility-index.dev. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does AI Visibility Index need an API key?: Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is AI Visibility Index maintained?: The last commit was 139 days ago (2026-06-16). The latest release is v1.0.0.
Is AI Visibility Index up?: 100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of AI Visibility Index?: Servers from other publishers that do the same job: Perplexity API Platform (moved to ai.perplexity/mcp-server), Perplexity API Platform MCP server and Jshookmcp MCP server.
How does AI Visibility Index compare with other Web search MCP servers?: safety score 79/100 (higher than 63% of 3,472 Web search servers); tools 3 (the typical Web search server has 5); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to AI Visibility Index

Same job from other publishers: the closest match first, then the best rated.

Perplexity API Platform (moved to ai.perplexity/mcp-server)
Real-time web search, reasoning, and research through Perplexity's API
not reviewed
Widely used
A
Perplexity API Platform
Real-time web search, reasoning, and research through Perplexity's API
not reviewed
Established
A
Jshookmcp
Search-first MCP server for JavaScript reverse engineering: 735 tools across 36 domains.
not reviewed
Established
C
Sui Knowledge Base (kapa.ai)
Semantic search across Sui documentation and knowledge sources, powered by kapa.ai
not reviewed
Established
A
Free Search
No-API-key web search, page fetching and document reading across many engines. Local-first.
not reviewed
Established
B

Run it through the gateway

With the gateway added, ask your agent for it by name:

agent prompt

call io.github.pulse-digital-dev/mcp-ai-visibility-index → check_ai_visibility

Free per call. Metered, capped by your key, logged for reliability.

Add the gateway (gw.mcp.market)

Rating: —
Safety grade: B · 79/100
Stars: 0
Downloads/wk: –
Price: Free
Licence: MIT
Transport: Remote
Uptime: 100% · 28/28 checks
Version: 1.0.0
Category: Web search
Last release: 2026-06-16

Endpoint

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

streamable-http

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