Yamagishi Sync Lab MCP

This MCP server provides access to processed data on hourly wages for 56 occupations across Japan, the US, UK, and Germany, as well as rankings of 31 business risk categories derived from annual reports of thousands of listed companies in Japan and the US. It allows AI agents to compare wages and analyze risk factors using official statistics processed by the vendor.

Visit Yamagishi Sync Lab

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

Vendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-01Operated by Yamagishi Sync Lab

MCP endpoint (Streamable HTTP)

https://www.aluzza.jp/mcp/

Vendor documentation

What you can do with it

Compare hourly wages for specific jobs across Japan, US, UK, and Germany
Rank business risk categories by frequency in Japanese and US corporate reports
Identify broad occupational groups in France and their Japanese equivalents
Analyze the relationship between AI mentions and tariff risks in company reports

Source and maintenance

Vendor evidenceRegistry 0.1.1

mcp-registry: jp.aluzza/wages-risk@0.1.1 Project website

Protocol and capabilities

Server: yamagishi-sync-lab-wages-risk 0.1.1
MCP protocol: 2025-06-18
Tools: 6 advertised
Resources: Not advertised
Resource templates: Not advertised
Prompts: Not advertised

Server-advertised capabilities

{
  "tools": {}
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

二つのデータを返します。(1) 日本・米国・英国・ドイツの 56 の仕事の時給を、その国の仕事全体の平均の何倍か（ratio）で比べたもの（フランスとは 9 の大くくり）。(2) 日本 3,766 社と米国 3,808 社の上場企業が年次報告書の「事業のリスク」の見出しに書いた心配ごとを 31 の種類に分けた順位と割合。答えるときは、返ってきた credit と sources（公表元とライセンス）を添えてください。出典：各データの sources に書いた公表元の統計を、Yamagishi Sync Lab（https://www.aluzza.jp/）が加工して作成。公表元が作った数ではなく、公表元はこの計算を保証しない。

Tools

6 advertised

compare_wages

Advertised by the server during the last successful anonymous check.

同じ仕事の時給を、日本・米国・英国・ドイツで比べる（56 の仕事）。円に直さず、その国の仕事全体の平均の時給の何倍か（ratio）で返す。query は日本語の仕事の名前か、英語の職業名（例：薬剤師・保育士・software・nurse）。field で分野だけに絞れる。どちらも省くと仕事の一覧。

compare_wages input schema

{
  "type": "object",
  "properties": {
    "field": {
      "type": "string",
      "description": "分野（医療／介護・保育・教育／技術・専門／事務・販売／サービス／運転・運輸／建設・ものづくり）。一部だけでもよい"
    },
    "query": {
      "type": "string",
      "description": "仕事の名前（日本語）か職業名（英語）の一部"
    }
  }
}

wages_ranking

Advertised by the server during the last successful anonymous check.

一つの国の中で、仕事全体の平均に対する倍率（ratio）の高い順か低い順に並べる。

wages_ranking input schema

{
  "type": "object",
  "required": [
    "country"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 56,
      "minimum": 1,
      "description": "何件まで（省くと 10）"
    },
    "order": {
      "enum": [
        "high",
        "low"
      ],
      "type": "string",
      "description": "高い順（high・省くとこちら）か低い順（low）"
    },
    "country": {
      "enum": [
        "JP",
        "US",
        "UK",
        "DE"
      ],
      "type": "string",
      "description": "国（JP 日本・US 米国・UK 英国・DE ドイツ）"
    }
  }
}

france_groups

Advertised by the server during the last successful anonymous check.

フランス（Insee の職業の大くくり 9 区分）と、日本でそれに当たる職業をまとめた時給の倍率の比べ。

france_groups input schema

{
  "type": "object",
  "properties": {}
}

risk_categories

Advertised by the server during the last successful anonymous check.

日本 3,766 社と米国 3,808 社の上場企業が「事業のリスク」の見出しに書いた心配ごとの 31 の種類。日米の順位・割合・順位の差。query で種類の名前を絞れる。sort_by は JP（日本の順位）・US（米国の順位）・gap（順位の差が大きい順）。

risk_categories input schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "種類の名前の一部（例：人手・災害・株主・AI・金利）"
    },
    "sort_by": {
      "enum": [
        "JP",
        "US",
        "gap"
      ],
      "type": "string",
      "description": "並べ方（省くと JP）"
    }
  }
}

risk_overview

Advertised by the server during the last successful anonymous check.

日米の事業のリスクのまとめ：社数・1 社あたりの見出しの数・米国で AI・生成 AI・関税・Google と書いた会社の数と割合・米国の業種ごとの AI と Google の割合・小売の会社の 8 つの軸（日米）。

risk_overview input schema

{
  "type": "object",
  "properties": {}
}

about_data

Advertised by the server during the last successful anonymous check.

このデータの範囲と、二つの読みもののページ。

about_data input schema

{
  "type": "object",
  "properties": {}
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks: 1 of 1 (100%)
Average latency: 898 ms
95th percentile latency: 898 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

Nov 1, 2026, 9:10 AM UTC · probe · passed · 898 ms · metadata changed · 6 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.

Claude Code configuration

claude mcp add --transport http yamagishi-sync-lab-mcp https://www.aluzza.jp/mcp/

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).

Codex configuration

codex mcp add yamagishi-sync-lab-mcp --url https://www.aluzza.jp/mcp/

Cursor

Merge this server into .cursor/mcp.json in your project, then enable yamagishi-sync-lab-mcp in your MCP settings.

Cursor configuration

{
  "mcpServers": {
    "yamagishi-sync-lab-mcp": {
      "url": "https://www.aluzza.jp/mcp/"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).

Cline configuration

{
  "mcpServers": {
    "yamagishi-sync-lab-mcp": {
      "type": "streamableHttp",
      "url": "https://www.aluzza.jp/mcp/",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start yamagishi-sync-lab-mcp and inspect its tools.

VS Code configuration

{
  "servers": {
    "yamagishi-sync-lab-mcp": {
      "type": "http",
      "url": "https://www.aluzza.jp/mcp/"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.

Gemini CLI configuration

gemini mcp add --transport http yamagishi-sync-lab-mcp https://www.aluzza.jp/mcp/

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.

Claude Desktop configuration

{
  "mcpServers": {
    "yamagishi-sync-lab-mcp": {
      "url": "https://www.aluzza.jp/mcp/"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.

Windsurf configuration

{
  "mcpServers": {
    "yamagishi-sync-lab-mcp": {
      "serverUrl": "https://www.aluzza.jp/mcp/"
    }
  }
}

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