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ALGO BIZ: Japan towns, jobs and industries

by yy-algo.comversion 0.2.0i★ –iRuns in the cloud
Registry namecom.yy-algo/japan-data

Install

Overview

Description from the maker (original English)

Japanese statistics: 1,889 towns, job-openings ratios, 62 industries and a town x industry sheet.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs in the cloud
  • Transport: Streamable HTTP
  • Category: Databases & datasets

Install

Pick the AI app you use, then copy the settings.

Before you install

You need

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

  1. Open Settings → Connectors
  2. Press Add custom connector
  3. Paste the address below and press Add
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Add2https://…3
https://yy-algo.com/mcp/

Run this in your terminal

claude mcp add --transport http japan-data https://yy-algo.com/mcp/

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "japan-data": {
      "url": "https://yy-algo.com/mcp/"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "japan-data": {
      "type": "http",
      "url": "https://yy-algo.com/mcp/"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

  1. Open ChatGPT on the web → Settings → Connectors (Apps)
  2. Press Create or Add (some plans need Developer mode under Advanced first)
  3. Paste the address below, give it a name and save
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Create2https://…3
https://yy-algo.com/mcp/

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Tool names and descriptions exactly as the server reported them on Nov 7, 2026. The maker wrote them, not us; we show them as plain text.

  • get_town

    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。

  • town_industry

    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

  • job_openings

    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。

  • list_industries

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

  • get_industry

    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)。

  • about_data

    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。

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026

  • ! Caution

    Maker matches the repo

    The registry lists no source repo, so we cannot match the publisher (yy-algo.com) to the code

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • ✓ Pass

    Endpoint responds

    Responded in 1026 ms (HTTP 200)

  • – Not applicable

    Sign-in with OAuth

    No sign-in needed

  • ✓ Pass

    No hidden instructions in tool descriptions

    Read 6 tool descriptions and found no hidden instructions to the AI

Compared with others in Databases & datasetsi

  • More stars than 0% of the other 1142 servers in this category
  • Published to the registry more recently than 75% of the other 1142 servers in this category
  • Basic checks equal to or better than 40% of the other 1142 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is ALGO BIZ: Japan towns, jobs and industries safe?

It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.2.0) reached the registry 12 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Supabase, MongoDB MCP Server, Elasticsearch MCP Server

Alternatives

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README from the maker

No README found in the repo

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