Koskamo

ALGO BIZ MCP

An MCP endpoint for ALGO BIZ providing access to Japanese government statistics processed into town-industry mappings, job openings ratios, and wage data. It allows agents to query population, business categories, and financial figures for municipalities and industries.

Visit ALGO BIZ

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.

ALGO BIZ MCP logo, by ALGO BIZVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-01Operated by ALGO BIZ
MCP endpoint (Streamable HTTP)
https://yy-algo.com/mcp/
Vendor documentation

What you can do with it

  • Query population and business categories for 1,889 municipalities
  • Retrieve job openings-to-applicants ratios for 23 occupations
  • Access wage and financial figures for 62 industries
  • Get town-industry matching sheets with profit thresholds

Source and maintenance

Vendor evidenceRegistry 0.2.0
mcp-registry: com.yy-algo/japan-data@0.2.0Project website

Protocol and capabilities

Server
algobiz-japan-data 0.2.0
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.

日本の国の統計から ALGO BIZ（https://yy-algo.com/）が計算した数を返します：全国 1,889 の市区町村の人口と商売の分類、23 の仕事 × 47 都道府県の有効求人倍率（2025 年度）、62 業種の賃金と会社のお金の数。町と業種を一つずつ決めて一枚で見るときは town_industry を使ってください（町の人口の見通し・その業種の分類が町にあるか・県の求人倍率と賃金・全国の会社の賃上げの余地を一度に返します）。答えるときは、返ってきた credit（出典）を添えてください。出典：上の国の統計を ALGO BIZ（https://yy-algo.com/）が加工して作成。国が作った数ではない。

Tools

6 advertised

get_town
Advertised by the server during the last successful anonymous check.

日本の市区町村（全国 1,889・政令市は区ごと）の数を返す：人口（住民基本台帳 2026 年 1 月 1 日）・5 年の増減・65 歳以上の割合・2050 年の推計人口（社人研）・商売の分類の数（経済センサス 令和 3 年の産業小分類）・その人口なら半分以上の町にあるのにこの町に無い分類・この町に 1 か所だけある分類。名前が同じ町が複数あれば候補を返す。

get_town input schema
{
  "type": "object",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "description": "市区町村の名前か 5 桁の市区町村コード（例：釧路市・札幌市中央区・01206）"
    },
    "prefecture": {
      "type": "string",
      "description": "都道府県（同じ名前の町を分けるとき。例：北海道・福島）"
    }
  }
}
town_industry
Advertised by the server during the last successful anonymous check.

町 × 業種の一枚：市区町村を一つと業種を一つ渡すと、一度に返す。①町の人口と 2050 年の推計 ②その業種に当たる産業小分類が町にあるか（無い・1 か所だけ・2 か所以上）と 50% 到達人口（その人口の町の半分にその分類がある境）・この人口なら半分以上の町にあるのに無い分類・2050 年に境を下回る分類 ③その県の求人倍率・賃金と最低賃金の比・15〜64 歳の減り ④全国のその業種の会社の、人件費を何 % 上げると経常利益がゼロになるか ⑤読み上げにそのまま使える文 reading_ja。業種は ALGO BIZ の 61 業種（運送・飲食店・介護の施設・美容室 など）か、経済センサスの産業小分類の名前か 3 桁の番号。

town_industry input schema
{
  "type": "object",
  "required": [
    "town",
    "industry"
  ],
  "properties": {
    "town": {
      "type": "string",
      "description": "市区町村の名前か 5 桁の市区町村コード（例：釧路市・札幌市中央区・01206）"
    },
    "industry": {
      "type": "string",
      "description": "業種（例：運送・飲食店・介護・美容室・建設）か産業小分類の名前・3 桁の番号（例：喫茶店・767）"
    },
    "prefecture": {
      "type": "string",
      "description": "都道府県（同じ名前の町を分けるとき。例：北海道・福島）"
    }
  }
}
job_openings
Advertised by the server during the last successful anonymous check.

ハローワークの有効求人倍率（2025 年度・厚生労働省「一般職業紹介状況」）。暮らしに身近な 23 の仕事 × 47 都道府県。都道府県だけ書けばその県の 23 の仕事、仕事だけ書けば 47 都道府県の高い順、両方なら一つの数と全国の中の順位。

job_openings input schema
{
  "type": "object",
  "properties": {
    "job": {
      "type": "string",
      "description": "仕事（介護・看護など・調理・接客・販売・運転・建築の技術・IT・一般事務 など。省くと一覧）"
    },
    "prefecture": {
      "type": "string",
      "description": "都道府県（例：北海道・東京都・新潟）"
    }
  }
}
list_industries
Advertised by the server during the last successful anonymous check.

ALGO BIZ の業種のページ 62 の一覧（名前・副題・ページの住所）。

list_industries input schema
{
  "type": "object",
  "properties": {}
}
get_industry
Advertised by the server during the last successful anonymous check.

業種ごとの数（全国）：主な仕事の求人倍率（2023〜2025 年度）・主な職種の賃金（令和 7 年 賃金構造基本統計調査）・都道府県ごとの倍率と賃金と最低賃金との比べ・会社の大きさごとの売上に占める人件費と利益率（財務省 法人企業統計 2025 年度）。

get_industry input schema
{
  "type": "object",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "description": "業種の名前や呼び名（例：運送・介護・飲食店・建設・美容室）"
    }
  }
}
about_data
Advertised by the server during the last successful anonymous check.

このデータの出どころ（国の統計の名前）・範囲・読み方の注意。

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
1090 ms
95th percentile latency
1090 ms

Maintenance history

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

  • · probe · passed · 1090 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 algo-biz-mcp https://yy-algo.com/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 algo-biz-mcp --url https://yy-algo.com/mcp/

Cursor

Merge this server into .cursor/mcp.json in your project, then enable algo-biz-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "algo-biz-mcp": {
      "url": "https://yy-algo.com/mcp/"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "algo-biz-mcp": {
      "type": "streamableHttp",
      "url": "https://yy-algo.com/mcp/",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start algo-biz-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "algo-biz-mcp": {
      "type": "http",
      "url": "https://yy-algo.com/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 algo-biz-mcp https://yy-algo.com/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": {
    "algo-biz-mcp": {
      "url": "https://yy-algo.com/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": {
    "algo-biz-mcp": {
      "serverUrl": "https://yy-algo.com/mcp/"
    }
  }
}

Let your agent find its tools

Find servers like ALGO BIZ MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

Connect Koskamo Explore workflows
See all 4,721

Do you run ALGO BIZ MCP?

Prove ownership with a DNS record, a well-known file, or your Official MCP Registry entry, and your edits publish immediately. Proofs are re-checked weekly; admins can still hide or remove a listing.

Claim this listing