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Data Prism

作者：AindriuBバージョン 0.7.1i★ 1iパソコンで動く
レジストリ名io.github.AindriuB/data-prism

インストール方法

概要

作者による説明（英語の原文）

Fail-closed privacy layer that pseudonymises enterprise API data for LLM agents and MCP clients.

できること

このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。

  • 接続方法: パソコンで動く
  • トランスポート: Streamable HTTP
  • カテゴリ: 検索・AIの記憶
  • 入力が必要なもの：LOADER_PATH, DATAPRISM_SECURITY_JWT_ISSUER, DATAPRISM_SECURITY_JWT_AUDIENCE, DATAPRISM_SECURITY_JWT_JWK_SET_URI, DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL, DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES, DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION, DATAPRISM_SECURITY_POLICY_PURPOSES, DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR, DATAPRISM_PRIVACY_PROFILE, DATAPRISM_PRIVACY_SCOPE_LIFETIME, DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID, DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE, DATAPRISM_AUDIT_SINK, DATAPRISM_AUDIT_WRITER_ID, DATAPRISM_METRICS_SINK, DATAPRISM_HAZELCAST_TOPOLOGY, DATAPRISM_SOURCES_CUSTOMER_BASE_URL, DATAPRISM_SOURCES_CUSTOMER_TIMEOUT

インストール

使っているAIアプリを選んで、設定をコピーしてください。

チェック 3/3 合格 · あなたのパソコンで動きます

まず：どの AI を使っていますか？

使っているアプリを選ぶと、下に手順が表示されます。

Claude につなげますが、先に準備が必要です

Data Prism のキーが必要です（提供元のサイトで登録、費用がかかる場合あり） · 先にパソコンへ Docker を入れてください（1 回だけ） · パソコン版 Claude アプリ（Windows または Mac）のみ。Web やスマホでは使えません

  1. Docker を入れる

    1 回だけ。Docker が必要なすべてのサーバーで使えます

    Docker のダウンロードページを開く ↗

  2. Data Prism に登録してキーを作る

    提供元のサイトで登録し、次の手順で使う API キーを作ります。費用がかかる場合があります。

    Data Prism のサイトを開く ↗

  3. パソコン版 Claude アプリの設定ファイルを開く

    SettingsDeveloperEdit Config

  4. この設定を貼り付けて保存

    {
  "mcpServers": {
    "data-prism": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "LOADER_PATH",
        "-e",
        "DATAPRISM_SECURITY_JWT_ISSUER",
        "-e",
        "DATAPRISM_SECURITY_JWT_AUDIENCE",
        "-e",
        "DATAPRISM_SECURITY_JWT_JWK_SET_URI",
        "-e",
        "DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI",
        "-e",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL",
        "-e",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES",
        "-e",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION",
        "-e",
        "DATAPRISM_SECURITY_POLICY_PURPOSES",
        "-e",
        "DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR",
        "-e",
        "DATAPRISM_PRIVACY_PROFILE",
        "-e",
        "DATAPRISM_PRIVACY_SCOPE_LIFETIME",
        "-e",
        "DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID",
        "-e",
        "DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE",
        "-e",
        "DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE",
        "-e",
        "DATAPRISM_AUDIT_SINK",
        "-e",
        "DATAPRISM_AUDIT_WRITER_ID",
        "-e",
        "DATAPRISM_AUDIT_FILE_PATH",
        "-e",
        "DATAPRISM_METRICS_SINK",
        "-e",
        "DATAPRISM_HAZELCAST_TOPOLOGY",
        "-e",
        "DATAPRISM_HAZELCAST_CLUSTERNAME",
        "-e",
        "DATAPRISM_HAZELCAST_JOIN_MODE",
        "-e",
        "DATAPRISM_HAZELCAST_JOIN_MEMBERS",
        "-e",
        "DATAPRISM_HAZELCAST_MEMBER_PORT",
        "-e",
        "DATAPRISM_OPERATOR_ENABLED",
        "-e",
        "DATAPRISM_OPERATOR_PORT",
        "-e",
        "DATAPRISM_OPERATOR_REQUIREDAUDIENCE",
        "-e",
        "DATAPRISM_OPERATOR_REQUIREDSCOPE",
        "-e",
        "DATAPRISM_SOURCES_CUSTOMER_BASE_URL",
        "-e",
        "DATAPRISM_SOURCES_CUSTOMER_TIMEOUT",
        "ghcr.io/aindriub/data-prism-server:0.7.1"
      ],
      "env": {
        "LOADER_PATH": "your-value",
        "DATAPRISM_SECURITY_JWT_ISSUER": "your-value",
        "DATAPRISM_SECURITY_JWT_AUDIENCE": "your-value",
        "DATAPRISM_SECURITY_JWT_JWK_SET_URI": "your-value",
        "DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI": "your-value",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL": "your-value",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES": "your-value",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION": "your-value",
        "DATAPRISM_SECURITY_POLICY_PURPOSES": "your-value",
        "DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR": "your-value",
        "DATAPRISM_PRIVACY_PROFILE": "your-value",
        "DATAPRISM_PRIVACY_SCOPE_LIFETIME": "your-value",
        "DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID": "your-value",
        "DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE": "your-value",
        "DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE": "your-value",
        "DATAPRISM_AUDIT_SINK": "your-value",
        "DATAPRISM_AUDIT_WRITER_ID": "your-value",
        "DATAPRISM_AUDIT_FILE_PATH": "your-value",
        "DATAPRISM_METRICS_SINK": "your-value",
        "DATAPRISM_HAZELCAST_TOPOLOGY": "your-value",
        "DATAPRISM_HAZELCAST_CLUSTERNAME": "your-value",
        "DATAPRISM_HAZELCAST_JOIN_MODE": "your-value",
        "DATAPRISM_HAZELCAST_JOIN_MEMBERS": "your-value",
        "DATAPRISM_HAZELCAST_MEMBER_PORT": "your-value",
        "DATAPRISM_OPERATOR_ENABLED": "your-value",
        "DATAPRISM_OPERATOR_PORT": "your-value",
        "DATAPRISM_OPERATOR_REQUIREDAUDIENCE": "your-value",
        "DATAPRISM_OPERATOR_REQUIREDSCOPE": "your-value",
        "DATAPRISM_SOURCES_CUSTOMER_BASE_URL": "your-value",
        "DATAPRISM_SOURCES_CUSTOMER_TIMEOUT": "your-value"
      }
    }
  }
}

    キーはアプリの入力欄にだけ貼り付け、チャットに貼ったり人に送ったりしないでください

  5. Claude を終了してもう一度開く

  6. 試してみる

    Data Prism を使って、私に何ができるか教えて、1 つやってみせて

    ✓ Claude が Data Prism を使っていると言うか、回答に Data Prism のツール名が出れば接続成功です

メニュー名は 2026年11月11日 に Anthropic のヘルプページで確認 · アプリのバージョンにより画面が少し違うことがあります

ChatGPT はまだ Data Prism につなげません

Data Prism はパソコンに入れて使うものですが、ChatGPT は Web 上で動くサーバーにしかつなげません

代わりにできること

A · Data Prism につなげるアプリを使う

  • Data Prism のキーが必要です（提供元のサイトで登録、費用がかかる場合あり） · 先にパソコンへ Docker を入れてください（1 回だけ） · パソコン版 Claude アプリ（Windows または Mac）のみ。Web やスマホでは使えません
  • Data Prism のキーが必要です（提供元のサイトで登録、費用がかかる場合あり） · 先にパソコンへ Docker を入れてください（1 回だけ）
  • Data Prism のキーが必要です（提供元のサイトで登録、費用がかかる場合あり） · 先にパソコンへ Docker を入れてください（1 回だけ）
  • Data Prism のキーが必要です（提供元のサイトで登録、費用がかかる場合あり） · 先にパソコンへ Docker を入れてください（1 回だけ）

B · 検索・AIの記憶 の中で ChatGPT につなげる別のサーバー

同じカテゴリでよく使われているものから、キーなしでアドレスだけでつなげるものを選びました

Claude Code につなげますが、先に準備が必要です

Data Prism のキーが必要です（提供元のサイトで登録、費用がかかる場合あり） · 先にパソコンへ Docker を入れてください（1 回だけ）

  1. Docker を入れる

    1 回だけ。Docker が必要なすべてのサーバーで使えます

    Docker のダウンロードページを開く ↗

  2. Data Prism に登録してキーを作る

    提供元のサイトで登録し、次の手順で使う API キーを作ります。費用がかかる場合があります。

    Data Prism のサイトを開く ↗

  3. ターミナルを開く

    Mac：Command+スペースで Terminal と入力 · Windows：PowerShell を開く

  4. このコマンドを貼り付けて Enter

    claude mcp add data-prism --env LOADER_PATH=your-value --env DATAPRISM_SECURITY_JWT_ISSUER=your-value --env DATAPRISM_SECURITY_JWT_AUDIENCE=your-value --env DATAPRISM_SECURITY_JWT_JWK_SET_URI=your-value --env DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI=your-value --env DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL=your-value --env DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES=your-value --env DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION=your-value --env DATAPRISM_SECURITY_POLICY_PURPOSES=your-value --env DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR=your-value --env DATAPRISM_PRIVACY_PROFILE=your-value --env DATAPRISM_PRIVACY_SCOPE_LIFETIME=your-value --env DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID=your-value --env DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE=your-value --env DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE=your-value --env DATAPRISM_AUDIT_SINK=your-value --env DATAPRISM_AUDIT_WRITER_ID=your-value --env DATAPRISM_AUDIT_FILE_PATH=your-value --env DATAPRISM_METRICS_SINK=your-value --env DATAPRISM_HAZELCAST_TOPOLOGY=your-value --env DATAPRISM_HAZELCAST_CLUSTERNAME=your-value --env DATAPRISM_HAZELCAST_JOIN_MODE=your-value --env DATAPRISM_HAZELCAST_JOIN_MEMBERS=your-value --env DATAPRISM_HAZELCAST_MEMBER_PORT=your-value --env DATAPRISM_OPERATOR_ENABLED=your-value --env DATAPRISM_OPERATOR_PORT=your-value --env DATAPRISM_OPERATOR_REQUIREDAUDIENCE=your-value --env DATAPRISM_OPERATOR_REQUIREDSCOPE=your-value --env DATAPRISM_SOURCES_CUSTOMER_BASE_URL=your-value --env DATAPRISM_SOURCES_CUSTOMER_TIMEOUT=your-value -- docker run -i --rm -e LOADER_PATH -e DATAPRISM_SECURITY_JWT_ISSUER -e DATAPRISM_SECURITY_JWT_AUDIENCE -e DATAPRISM_SECURITY_JWT_JWK_SET_URI -e DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI -e DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL -e DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES -e DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION -e DATAPRISM_SECURITY_POLICY_PURPOSES -e DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR -e DATAPRISM_PRIVACY_PROFILE -e DATAPRISM_PRIVACY_SCOPE_LIFETIME -e DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID -e DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE -e DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE -e DATAPRISM_AUDIT_SINK -e DATAPRISM_AUDIT_WRITER_ID -e DATAPRISM_AUDIT_FILE_PATH -e DATAPRISM_METRICS_SINK -e DATAPRISM_HAZELCAST_TOPOLOGY -e DATAPRISM_HAZELCAST_CLUSTERNAME -e DATAPRISM_HAZELCAST_JOIN_MODE -e DATAPRISM_HAZELCAST_JOIN_MEMBERS -e DATAPRISM_HAZELCAST_MEMBER_PORT -e DATAPRISM_OPERATOR_ENABLED -e DATAPRISM_OPERATOR_PORT -e DATAPRISM_OPERATOR_REQUIREDAUDIENCE -e DATAPRISM_OPERATOR_REQUIREDSCOPE -e DATAPRISM_SOURCES_CUSTOMER_BASE_URL -e DATAPRISM_SOURCES_CUSTOMER_TIMEOUT ghcr.io/aindriub/data-prism-server:0.7.1

    Enter の前に「your-value」を自分のキーに書き換えてください

    キーはアプリの入力欄にだけ貼り付け、チャットに貼ったり人に送ったりしないでください

  5. Claude Code で /mcp と入力

    Data Prism が一覧にあり、接続済みと表示されれば OK です

  6. 試してみる

    Data Prism を使って、私に何ができるか教えて、1 つやってみせて

    ✓ Claude Code が Data Prism を使っていると言うか、回答に Data Prism のツール名が出れば接続成功です

メニュー名は 2026年11月11日 に Anthropic のヘルプページで確認 · アプリのバージョンにより画面が少し違うことがあります

Cursor につなげますが、先に準備が必要です

Data Prism のキーが必要です（提供元のサイトで登録、費用がかかる場合あり） · 先にパソコンへ Docker を入れてください（1 回だけ）

  1. Docker を入れる

    1 回だけ。Docker が必要なすべてのサーバーで使えます

    Docker のダウンロードページを開く ↗

  2. Data Prism に登録してキーを作る

    提供元のサイトで登録し、次の手順で使う API キーを作ります。費用がかかる場合があります。

    Data Prism のサイトを開く ↗

  3. このボタンで Cursor を開く

    Cursor で開く

    Cursor がインストールの確認をするので Install を押します

  4. キーを入力

    Data Prism の設定で LOADER_PATH, DATAPRISM_SECURITY_JWT_ISSUER, DATAPRISM_SECURITY_JWT_AUDIENCE, DATAPRISM_SECURITY_JWT_JWK_SET_URI, DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI, DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL, DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES, DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION, DATAPRISM_SECURITY_POLICY_PURPOSES, DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR, DATAPRISM_PRIVACY_PROFILE, DATAPRISM_PRIVACY_SCOPE_LIFETIME, DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID, DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE, DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE, DATAPRISM_AUDIT_SINK, DATAPRISM_AUDIT_WRITER_ID, DATAPRISM_AUDIT_FILE_PATH, DATAPRISM_METRICS_SINK, DATAPRISM_HAZELCAST_TOPOLOGY, DATAPRISM_HAZELCAST_CLUSTERNAME, DATAPRISM_HAZELCAST_JOIN_MODE, DATAPRISM_HAZELCAST_JOIN_MEMBERS, DATAPRISM_HAZELCAST_MEMBER_PORT, DATAPRISM_OPERATOR_ENABLED, DATAPRISM_OPERATOR_PORT, DATAPRISM_OPERATOR_REQUIREDAUDIENCE, DATAPRISM_OPERATOR_REQUIREDSCOPE, DATAPRISM_SOURCES_CUSTOMER_BASE_URL, DATAPRISM_SOURCES_CUSTOMER_TIMEOUT が空です。自分のキーを入れて保存します

    キーはアプリの入力欄にだけ貼り付け、チャットに貼ったり人に送ったりしないでください

  5. Cursor の AI チャットを Agent モードで開く

  6. 試してみる

    Data Prism を使って、私に何ができるか教えて、1 つやってみせて

    ✓ Cursor が Data Prism を使っていると言うか、回答に Data Prism のツール名が出れば接続成功です

メニュー名は 2026年11月11日 に Cursor のヘルプページで確認 · アプリのバージョンにより画面が少し違うことがあります

VS Code につなげますが、先に準備が必要です

Data Prism のキーが必要です（提供元のサイトで登録、費用がかかる場合あり） · 先にパソコンへ Docker を入れてください（1 回だけ）

  1. Docker を入れる

    1 回だけ。Docker が必要なすべてのサーバーで使えます

    Docker のダウンロードページを開く ↗

  2. Data Prism に登録してキーを作る

    提供元のサイトで登録し、次の手順で使う API キーを作ります。費用がかかる場合があります。

    Data Prism のサイトを開く ↗

  3. このボタンで VS Code を開く

    VS Code で開く

    VS Code がインストールの確認をするので Install を押します

  4. キーを入力

    Data Prism の設定で LOADER_PATH, DATAPRISM_SECURITY_JWT_ISSUER, DATAPRISM_SECURITY_JWT_AUDIENCE, DATAPRISM_SECURITY_JWT_JWK_SET_URI, DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI, DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL, DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES, DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION, DATAPRISM_SECURITY_POLICY_PURPOSES, DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR, DATAPRISM_PRIVACY_PROFILE, DATAPRISM_PRIVACY_SCOPE_LIFETIME, DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID, DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE, DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE, DATAPRISM_AUDIT_SINK, DATAPRISM_AUDIT_WRITER_ID, DATAPRISM_AUDIT_FILE_PATH, DATAPRISM_METRICS_SINK, DATAPRISM_HAZELCAST_TOPOLOGY, DATAPRISM_HAZELCAST_CLUSTERNAME, DATAPRISM_HAZELCAST_JOIN_MODE, DATAPRISM_HAZELCAST_JOIN_MEMBERS, DATAPRISM_HAZELCAST_MEMBER_PORT, DATAPRISM_OPERATOR_ENABLED, DATAPRISM_OPERATOR_PORT, DATAPRISM_OPERATOR_REQUIREDAUDIENCE, DATAPRISM_OPERATOR_REQUIREDSCOPE, DATAPRISM_SOURCES_CUSTOMER_BASE_URL, DATAPRISM_SOURCES_CUSTOMER_TIMEOUT が空です。自分のキーを入れて保存します

    キーはアプリの入力欄にだけ貼り付け、チャットに貼ったり人に送ったりしないでください

  5. VS Code の AI チャットを Agent モードで開く

  6. 試してみる

    Data Prism を使って、私に何ができるか教えて、1 つやってみせて

    ✓ VS Code が Data Prism を使っていると言うか、回答に Data Prism のツール名が出れば接続成功です

メニュー名は 2026年11月11日 に VS Code のヘルプページで確認 · アプリのバージョンにより画面が少し違うことがあります

Windsurf、Zed、Gemini CLI など MCP を使える他のアプリは追加方法がそれぞれ違います。アプリ一覧で確認してください

MCP を使えるアプリをすべて見る →

JSON 設定は下の「開発者向け」にあります

つまずいたら？Data Prism を使っている人に聞いてみましょう💬 ディスカッション →
開発者向け：ターミナルのコマンドと JSON 設定

パソコンにインストール

Claude Code

claude mcp add data-prism --env LOADER_PATH=your-value --env DATAPRISM_SECURITY_JWT_ISSUER=your-value --env DATAPRISM_SECURITY_JWT_AUDIENCE=your-value --env DATAPRISM_SECURITY_JWT_JWK_SET_URI=your-value --env DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI=your-value --env DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL=your-value --env DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES=your-value --env DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION=your-value --env DATAPRISM_SECURITY_POLICY_PURPOSES=your-value --env DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR=your-value --env DATAPRISM_PRIVACY_PROFILE=your-value --env DATAPRISM_PRIVACY_SCOPE_LIFETIME=your-value --env DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID=your-value --env DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE=your-value --env DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE=your-value --env DATAPRISM_AUDIT_SINK=your-value --env DATAPRISM_AUDIT_WRITER_ID=your-value --env DATAPRISM_AUDIT_FILE_PATH=your-value --env DATAPRISM_METRICS_SINK=your-value --env DATAPRISM_HAZELCAST_TOPOLOGY=your-value --env DATAPRISM_HAZELCAST_CLUSTERNAME=your-value --env DATAPRISM_HAZELCAST_JOIN_MODE=your-value --env DATAPRISM_HAZELCAST_JOIN_MEMBERS=your-value --env DATAPRISM_HAZELCAST_MEMBER_PORT=your-value --env DATAPRISM_OPERATOR_ENABLED=your-value --env DATAPRISM_OPERATOR_PORT=your-value --env DATAPRISM_OPERATOR_REQUIREDAUDIENCE=your-value --env DATAPRISM_OPERATOR_REQUIREDSCOPE=your-value --env DATAPRISM_SOURCES_CUSTOMER_BASE_URL=your-value --env DATAPRISM_SOURCES_CUSTOMER_TIMEOUT=your-value -- docker run -i --rm -e LOADER_PATH -e DATAPRISM_SECURITY_JWT_ISSUER -e DATAPRISM_SECURITY_JWT_AUDIENCE -e DATAPRISM_SECURITY_JWT_JWK_SET_URI -e DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI -e DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL -e DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES -e DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION -e DATAPRISM_SECURITY_POLICY_PURPOSES -e DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR -e DATAPRISM_PRIVACY_PROFILE -e DATAPRISM_PRIVACY_SCOPE_LIFETIME -e DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID -e DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE -e DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE -e DATAPRISM_AUDIT_SINK -e DATAPRISM_AUDIT_WRITER_ID -e DATAPRISM_AUDIT_FILE_PATH -e DATAPRISM_METRICS_SINK -e DATAPRISM_HAZELCAST_TOPOLOGY -e DATAPRISM_HAZELCAST_CLUSTERNAME -e DATAPRISM_HAZELCAST_JOIN_MODE -e DATAPRISM_HAZELCAST_JOIN_MEMBERS -e DATAPRISM_HAZELCAST_MEMBER_PORT -e DATAPRISM_OPERATOR_ENABLED -e DATAPRISM_OPERATOR_PORT -e DATAPRISM_OPERATOR_REQUIREDAUDIENCE -e DATAPRISM_OPERATOR_REQUIREDSCOPE -e DATAPRISM_SOURCES_CUSTOMER_BASE_URL -e DATAPRISM_SOURCES_CUSTOMER_TIMEOUT ghcr.io/aindriub/data-prism-server:0.7.1

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "data-prism": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "LOADER_PATH",
        "-e",
        "DATAPRISM_SECURITY_JWT_ISSUER",
        "-e",
        "DATAPRISM_SECURITY_JWT_AUDIENCE",
        "-e",
        "DATAPRISM_SECURITY_JWT_JWK_SET_URI",
        "-e",
        "DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI",
        "-e",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL",
        "-e",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES",
        "-e",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION",
        "-e",
        "DATAPRISM_SECURITY_POLICY_PURPOSES",
        "-e",
        "DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR",
        "-e",
        "DATAPRISM_PRIVACY_PROFILE",
        "-e",
        "DATAPRISM_PRIVACY_SCOPE_LIFETIME",
        "-e",
        "DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID",
        "-e",
        "DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE",
        "-e",
        "DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE",
        "-e",
        "DATAPRISM_AUDIT_SINK",
        "-e",
        "DATAPRISM_AUDIT_WRITER_ID",
        "-e",
        "DATAPRISM_AUDIT_FILE_PATH",
        "-e",
        "DATAPRISM_METRICS_SINK",
        "-e",
        "DATAPRISM_HAZELCAST_TOPOLOGY",
        "-e",
        "DATAPRISM_HAZELCAST_CLUSTERNAME",
        "-e",
        "DATAPRISM_HAZELCAST_JOIN_MODE",
        "-e",
        "DATAPRISM_HAZELCAST_JOIN_MEMBERS",
        "-e",
        "DATAPRISM_HAZELCAST_MEMBER_PORT",
        "-e",
        "DATAPRISM_OPERATOR_ENABLED",
        "-e",
        "DATAPRISM_OPERATOR_PORT",
        "-e",
        "DATAPRISM_OPERATOR_REQUIREDAUDIENCE",
        "-e",
        "DATAPRISM_OPERATOR_REQUIREDSCOPE",
        "-e",
        "DATAPRISM_SOURCES_CUSTOMER_BASE_URL",
        "-e",
        "DATAPRISM_SOURCES_CUSTOMER_TIMEOUT",
        "ghcr.io/aindriub/data-prism-server:0.7.1"
      ],
      "env": {
        "LOADER_PATH": "your-value",
        "DATAPRISM_SECURITY_JWT_ISSUER": "your-value",
        "DATAPRISM_SECURITY_JWT_AUDIENCE": "your-value",
        "DATAPRISM_SECURITY_JWT_JWK_SET_URI": "your-value",
        "DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI": "your-value",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL": "your-value",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES": "your-value",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION": "your-value",
        "DATAPRISM_SECURITY_POLICY_PURPOSES": "your-value",
        "DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR": "your-value",
        "DATAPRISM_PRIVACY_PROFILE": "your-value",
        "DATAPRISM_PRIVACY_SCOPE_LIFETIME": "your-value",
        "DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID": "your-value",
        "DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE": "your-value",
        "DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE": "your-value",
        "DATAPRISM_AUDIT_SINK": "your-value",
        "DATAPRISM_AUDIT_WRITER_ID": "your-value",
        "DATAPRISM_AUDIT_FILE_PATH": "your-value",
        "DATAPRISM_METRICS_SINK": "your-value",
        "DATAPRISM_HAZELCAST_TOPOLOGY": "your-value",
        "DATAPRISM_HAZELCAST_CLUSTERNAME": "your-value",
        "DATAPRISM_HAZELCAST_JOIN_MODE": "your-value",
        "DATAPRISM_HAZELCAST_JOIN_MEMBERS": "your-value",
        "DATAPRISM_HAZELCAST_MEMBER_PORT": "your-value",
        "DATAPRISM_OPERATOR_ENABLED": "your-value",
        "DATAPRISM_OPERATOR_PORT": "your-value",
        "DATAPRISM_OPERATOR_REQUIREDAUDIENCE": "your-value",
        "DATAPRISM_OPERATOR_REQUIREDSCOPE": "your-value",
        "DATAPRISM_SOURCES_CUSTOMER_BASE_URL": "your-value",
        "DATAPRISM_SOURCES_CUSTOMER_TIMEOUT": "your-value"
      }
    }
  }
}

Cursor (~/.cursor/mcp.json)

{
  "mcpServers": {
    "data-prism": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "LOADER_PATH",
        "-e",
        "DATAPRISM_SECURITY_JWT_ISSUER",
        "-e",
        "DATAPRISM_SECURITY_JWT_AUDIENCE",
        "-e",
        "DATAPRISM_SECURITY_JWT_JWK_SET_URI",
        "-e",
        "DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI",
        "-e",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL",
        "-e",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES",
        "-e",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION",
        "-e",
        "DATAPRISM_SECURITY_POLICY_PURPOSES",
        "-e",
        "DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR",
        "-e",
        "DATAPRISM_PRIVACY_PROFILE",
        "-e",
        "DATAPRISM_PRIVACY_SCOPE_LIFETIME",
        "-e",
        "DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID",
        "-e",
        "DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE",
        "-e",
        "DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE",
        "-e",
        "DATAPRISM_AUDIT_SINK",
        "-e",
        "DATAPRISM_AUDIT_WRITER_ID",
        "-e",
        "DATAPRISM_AUDIT_FILE_PATH",
        "-e",
        "DATAPRISM_METRICS_SINK",
        "-e",
        "DATAPRISM_HAZELCAST_TOPOLOGY",
        "-e",
        "DATAPRISM_HAZELCAST_CLUSTERNAME",
        "-e",
        "DATAPRISM_HAZELCAST_JOIN_MODE",
        "-e",
        "DATAPRISM_HAZELCAST_JOIN_MEMBERS",
        "-e",
        "DATAPRISM_HAZELCAST_MEMBER_PORT",
        "-e",
        "DATAPRISM_OPERATOR_ENABLED",
        "-e",
        "DATAPRISM_OPERATOR_PORT",
        "-e",
        "DATAPRISM_OPERATOR_REQUIREDAUDIENCE",
        "-e",
        "DATAPRISM_OPERATOR_REQUIREDSCOPE",
        "-e",
        "DATAPRISM_SOURCES_CUSTOMER_BASE_URL",
        "-e",
        "DATAPRISM_SOURCES_CUSTOMER_TIMEOUT",
        "ghcr.io/aindriub/data-prism-server:0.7.1"
      ],
      "env": {
        "LOADER_PATH": "your-value",
        "DATAPRISM_SECURITY_JWT_ISSUER": "your-value",
        "DATAPRISM_SECURITY_JWT_AUDIENCE": "your-value",
        "DATAPRISM_SECURITY_JWT_JWK_SET_URI": "your-value",
        "DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI": "your-value",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL": "your-value",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES": "your-value",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION": "your-value",
        "DATAPRISM_SECURITY_POLICY_PURPOSES": "your-value",
        "DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR": "your-value",
        "DATAPRISM_PRIVACY_PROFILE": "your-value",
        "DATAPRISM_PRIVACY_SCOPE_LIFETIME": "your-value",
        "DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID": "your-value",
        "DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE": "your-value",
        "DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE": "your-value",
        "DATAPRISM_AUDIT_SINK": "your-value",
        "DATAPRISM_AUDIT_WRITER_ID": "your-value",
        "DATAPRISM_AUDIT_FILE_PATH": "your-value",
        "DATAPRISM_METRICS_SINK": "your-value",
        "DATAPRISM_HAZELCAST_TOPOLOGY": "your-value",
        "DATAPRISM_HAZELCAST_CLUSTERNAME": "your-value",
        "DATAPRISM_HAZELCAST_JOIN_MODE": "your-value",
        "DATAPRISM_HAZELCAST_JOIN_MEMBERS": "your-value",
        "DATAPRISM_HAZELCAST_MEMBER_PORT": "your-value",
        "DATAPRISM_OPERATOR_ENABLED": "your-value",
        "DATAPRISM_OPERATOR_PORT": "your-value",
        "DATAPRISM_OPERATOR_REQUIREDAUDIENCE": "your-value",
        "DATAPRISM_OPERATOR_REQUIREDSCOPE": "your-value",
        "DATAPRISM_SOURCES_CUSTOMER_BASE_URL": "your-value",
        "DATAPRISM_SOURCES_CUSTOMER_TIMEOUT": "your-value"
      }
    }
  }
}

VS Code (mcp.json)

{
  "servers": {
    "data-prism": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "LOADER_PATH",
        "-e",
        "DATAPRISM_SECURITY_JWT_ISSUER",
        "-e",
        "DATAPRISM_SECURITY_JWT_AUDIENCE",
        "-e",
        "DATAPRISM_SECURITY_JWT_JWK_SET_URI",
        "-e",
        "DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI",
        "-e",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL",
        "-e",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES",
        "-e",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION",
        "-e",
        "DATAPRISM_SECURITY_POLICY_PURPOSES",
        "-e",
        "DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR",
        "-e",
        "DATAPRISM_PRIVACY_PROFILE",
        "-e",
        "DATAPRISM_PRIVACY_SCOPE_LIFETIME",
        "-e",
        "DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID",
        "-e",
        "DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE",
        "-e",
        "DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE",
        "-e",
        "DATAPRISM_AUDIT_SINK",
        "-e",
        "DATAPRISM_AUDIT_WRITER_ID",
        "-e",
        "DATAPRISM_AUDIT_FILE_PATH",
        "-e",
        "DATAPRISM_METRICS_SINK",
        "-e",
        "DATAPRISM_HAZELCAST_TOPOLOGY",
        "-e",
        "DATAPRISM_HAZELCAST_CLUSTERNAME",
        "-e",
        "DATAPRISM_HAZELCAST_JOIN_MODE",
        "-e",
        "DATAPRISM_HAZELCAST_JOIN_MEMBERS",
        "-e",
        "DATAPRISM_HAZELCAST_MEMBER_PORT",
        "-e",
        "DATAPRISM_OPERATOR_ENABLED",
        "-e",
        "DATAPRISM_OPERATOR_PORT",
        "-e",
        "DATAPRISM_OPERATOR_REQUIREDAUDIENCE",
        "-e",
        "DATAPRISM_OPERATOR_REQUIREDSCOPE",
        "-e",
        "DATAPRISM_SOURCES_CUSTOMER_BASE_URL",
        "-e",
        "DATAPRISM_SOURCES_CUSTOMER_TIMEOUT",
        "ghcr.io/aindriub/data-prism-server:0.7.1"
      ],
      "env": {
        "LOADER_PATH": "your-value",
        "DATAPRISM_SECURITY_JWT_ISSUER": "your-value",
        "DATAPRISM_SECURITY_JWT_AUDIENCE": "your-value",
        "DATAPRISM_SECURITY_JWT_JWK_SET_URI": "your-value",
        "DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI": "your-value",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL": "your-value",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES": "your-value",
        "DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION": "your-value",
        "DATAPRISM_SECURITY_POLICY_PURPOSES": "your-value",
        "DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR": "your-value",
        "DATAPRISM_PRIVACY_PROFILE": "your-value",
        "DATAPRISM_PRIVACY_SCOPE_LIFETIME": "your-value",
        "DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID": "your-value",
        "DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE": "your-value",
        "DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE": "your-value",
        "DATAPRISM_AUDIT_SINK": "your-value",
        "DATAPRISM_AUDIT_WRITER_ID": "your-value",
        "DATAPRISM_AUDIT_FILE_PATH": "your-value",
        "DATAPRISM_METRICS_SINK": "your-value",
        "DATAPRISM_HAZELCAST_TOPOLOGY": "your-value",
        "DATAPRISM_HAZELCAST_CLUSTERNAME": "your-value",
        "DATAPRISM_HAZELCAST_JOIN_MODE": "your-value",
        "DATAPRISM_HAZELCAST_JOIN_MEMBERS": "your-value",
        "DATAPRISM_HAZELCAST_MEMBER_PORT": "your-value",
        "DATAPRISM_OPERATOR_ENABLED": "your-value",
        "DATAPRISM_OPERATOR_PORT": "your-value",
        "DATAPRISM_OPERATOR_REQUIREDAUDIENCE": "your-value",
        "DATAPRISM_OPERATOR_REQUIREDSCOPE": "your-value",
        "DATAPRISM_SOURCES_CUSTOMER_BASE_URL": "your-value",
        "DATAPRISM_SOURCES_CUSTOMER_TIMEOUT": "your-value"
      }
    }
  }
}

自分で入力する値

  • LOADER_PATH 必須 env
    Directory Spring Boot's PropertiesLauncher scans for extension jars; already set to /app/adapters by the image, but startup still fails with MISSING_SOURCE_ADAPTER until you bind-mount a reviewed Dat…
  • DATAPRISM_SECURITY_JWT_ISSUER 必須 env
    OAuth2/OIDC issuer that mints the caller's JWT; required for every protected deployment
  • DATAPRISM_SECURITY_JWT_AUDIENCE 必須 env
    Expected JWT audience claim for this deployment; required for every protected deployment
  • DATAPRISM_SECURITY_JWT_JWK_SET_URI 必須 env
    HTTPS JWKS location used to verify caller JWTs; exactly one of this or DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI is required, never both
  • DATAPRISM_SECURITY_JWT_ISSUER_DISCOVERY_URI env
    Alternative HTTPS OIDC issuer-discovery location; set this instead of DATAPRISM_SECURITY_JWT_JWK_SET_URI, never both
  • DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL 必須 env
    JWT claim name that carries the caller's principal identifier; required, must differ from the roles and investigation claims
  • DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES 必須 env
    JWT claim name that carries the caller's roles; required, must differ from the principal and investigation claims
  • DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION 必須 env
    JWT claim name that carries the trusted investigation/case identifier; required, must differ from the principal and roles claims
  • DATAPRISM_SECURITY_POLICY_PURPOSES 必須 env
    Comma-separated list of permitted purposes; at least one is required
  • DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR 必須 env
    Example only — declare DATAPRISM_SECURITYPOLICY_ROLES_ per operator-defined role (no underscore between SECURITY and POLICY: Spring Boot's map-key enumeration under a hyphenated dataprism.security-po…
  • DATAPRISM_PRIVACY_PROFILE 必須 env
    Name of the reviewed privacy profile implementation to apply; required
  • DATAPRISM_PRIVACY_SCOPE_LIFETIME 必須 env
    Positive duration (e.g. 8h) a privacy scope's synthetic identities remain valid; required
  • DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID 必須 env
    Identifier of the pinned HMAC key used to derive synthetic identities; required
  • DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE 必須 env
    Name of the environment variable holding the HMAC key material; exactly one of this or DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE is required, never both, and never a literal key value
  • DATAPRISM_PRIVACY_HMAC_KEY_PROVIDER_REFERENCE env
    Reference to an approved secret provider holding the HMAC key material; set this instead of DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE, never both
  • DATAPRISM_AUDIT_SINK 必須 env
    Audit sink implementation: one of approved-sink, slf4j, hash-chained; required, never downgraded to no-op
  • DATAPRISM_AUDIT_WRITER_ID 必須 env
    Writer/instance identity recorded on every audit entry; required
  • DATAPRISM_AUDIT_FILE_PATH env
    Path to the durable, hash-chained audit log; required when DATAPRISM_AUDIT_SINK=hash-chained, refused as MISSING_AUDIT_FILE_PATH if absent for that sink, ignored otherwise
  • DATAPRISM_METRICS_SINK 必須 env
    Metrics sink binding, currently only micrometer; required in production, never the framework no-op
  • DATAPRISM_HAZELCAST_TOPOLOGY 必須 env
    Cluster read-budget topology: embedded (shared across members that have joined one cluster; set cluster name and join mode) or single-node (enforced per process); required, never defaulted
  • DATAPRISM_HAZELCAST_CLUSTERNAME env
    Hazelcast cluster name; required when DATAPRISM_HAZELCAST_TOPOLOGY=embedded, never dev, refused if set with single-node
  • DATAPRISM_HAZELCAST_JOIN_MODE env
    How cluster members find each other: tcp-ip, kubernetes or none; required when DATAPRISM_HAZELCAST_TOPOLOGY=embedded (none is an explicit single member bound to 127.0.0.1), refused if set with single…
  • DATAPRISM_HAZELCAST_JOIN_MEMBERS env
    Comma-separated member addresses (host or host:port); required when DATAPRISM_HAZELCAST_JOIN_MODE=tcp-ip, otherwise unused
  • DATAPRISM_HAZELCAST_MEMBER_PORT env
    Hazelcast member port, default 5701, never auto-incremented; must differ from the server, management and operator ports. Member traffic is unencrypted, so keep it on a private network. Optional
  • DATAPRISM_OPERATOR_ENABLED env
    Enables the operator surface; optional, off by default
  • DATAPRISM_OPERATOR_PORT env
    Port of the operator listener; required when DATAPRISM_OPERATOR_ENABLED=true, must differ from the server, management (OPERATOR_PORT_SHARED otherwise) and member ports, and has no fixed default (publ…
  • DATAPRISM_OPERATOR_REQUIREDAUDIENCE env
    JWT audience an operator token must carry; required when DATAPRISM_OPERATOR_ENABLED=true
  • DATAPRISM_OPERATOR_REQUIREDSCOPE env
    JWT scope an operator token must carry; required when DATAPRISM_OPERATOR_ENABLED=true
  • DATAPRISM_SOURCES_CUSTOMER_BASE_URL 必須 env
    Example only — declare DATAPRISM_SOURCES_ _BASE_URL (HTTPS) per configured source; at least one source, each with its own reviewed DataSourceAdapter bean, is required
  • DATAPRISM_SOURCES_CUSTOMER_TIMEOUT 必須 env
    Example only — declare DATAPRISM_SOURCES_ _TIMEOUT (positive duration) per configured source; required alongside its base URL

この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。

ひと目でわかる

週あたりのダウンロードi
npm/PyPIにない
接続方法
パソコンで動く
トランスポート
streamable-http
最新バージョンi
0.7.1
レジストリ公開日i
2026年10月22日
コードの最終更新i
2026年11月11日
作者
AindriuB
パッケージ
oci: ghcr.io/aindriub/data-prism-server:0.7.1
ウェブサイト
aindriub.github.io
レジストリでの状態
有効

使えるアプリ

このサーバーのつなぎ方と、各アプリの公式ドキュメントに基づきます。2026年11月10日に確認。

パソコン上で動かせるアプリ

ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast

すべてのアプリと長所・短所 →

できること

パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。

基本チェックi

誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月11日にチェック

  • ✓ 合格

    作者とリポジトリが一致

    レジストリ名は、リポジトリを所有するGitHubアカウント AindriuB で確認済みです

  • ✓ 合格

    今もメンテナンスされている

    コードの最終更新：今日

  • ✓ 合格

    ライセンスがある

    Apache-2.0を使用

  • – 対象外

    エンドポイントが応答する

    これはパソコンで動くため、インターネット上のエンドポイントはありません

  • – 対象外

    OAuthでサインイン

    パソコンで動き、代わりにローカルの設定を使います

  • … 未チェック

    ツールの説明に隠れた指示がない

    パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです

話し合い

質問、コツの共有、使えないことの報告ができます。「役に立った」の多い順です。

まだ投稿はありません。最初の質問や共有をどうぞ。

ここの投稿は利用者によるもので、PopNx チームのものではありません。

Google でログインして投稿

ユーザーレビュー

まだレビューはありません

Google でログインしてレビューを書く

検索・AIの記憶のほかのサーバーとの比較i

  • このカテゴリのほかの5913件のうち75%よりスターが多い
  • このカテゴリのほかの5913件のうち66%より最近レジストリに公開
  • 基本チェックの結果が、このカテゴリのほかの5913件のうち100%と同じかそれ以上

レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。

よくある質問

Data Prismは安全ですか？

当てはまる基本チェック3項目のうち3項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。

どんなキーやコードが必要ですか？

入力が必要なもの：LOADER_PATH, DATAPRISM_SECURITY_JWT_ISSUER, DATAPRISM_SECURITY_JWT_AUDIENCE, DATAPRISM_SECURITY_JWT_JWK_SET_URI, DATAPRISM_SECURITY_CALLER_CLAIMS_PRINCIPAL, DATAPRISM_SECURITY_CALLER_CLAIMS_ROLES, DATAPRISM_SECURITY_CALLER_CLAIMS_INVESTIGATION, DATAPRISM_SECURITY_POLICY_PURPOSES, DATAPRISM_SECURITYPOLICY_ROLES_INVESTIGATOR, DATAPRISM_PRIVACY_PROFILE, DATAPRISM_PRIVACY_SCOPE_LIFETIME, DATAPRISM_PRIVACY_HMAC_KEY_KEY_ID, DATAPRISM_PRIVACY_HMAC_KEY_ENVIRONMENT_VARIABLE, DATAPRISM_AUDIT_SINK, DATAPRISM_AUDIT_WRITER_ID, DATAPRISM_METRICS_SINK, DATAPRISM_HAZELCAST_TOPOLOGY, DATAPRISM_SOURCES_CUSTOMER_BASE_URL, DATAPRISM_SOURCES_CUSTOMER_TIMEOUT

パソコンで動きますか、それともクラウドですか？

あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません（サーバー自体がオンラインサービスを呼び出す場合を除きます）。

今もメンテナンスされていますか？

GitHubリポジトリの最終更新は今日、最新バージョン（0.7.1）がレジストリに届いたのは20 日前です。

どのアプリで使えますか？

Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにDockerも必要です。

代わりに使えるものは？

同じカテゴリには：Ruflo, Context7, Metabase

代わりの候補

同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。

カードの見方：↓ 週あたりのダウンロードi★ GitHubスターi3つの柱：レビュー · チェック · 利用状況i更新＝最新バージョンをレジストリに公開した日i

Ruflo

Agent teams, swarms, memory and hooks for Claude Code and Codex, served over MCP.

作者：ruvnet広く使われている↓ 7.4万/週★ 8.1万昨日更新

パソコンで動く
インストール

Context7

Up-to-date docs for AI agents

作者：upstash広く使われている↓ 125万/週★ 6.5万一昨日更新

パソコンでもクラウドでも
インストール

Metabase

Lets AI clients search, explore, query, and visualize data in a Metabase instance.

作者：metabase広く使われている★ 5万6 か月前更新

クラウドで動く
インストール

作者のREADME

READMEを開く

作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。

Data Prism

Fail-closed privacy layer that pseudonymises enterprise API data for LLM agents and MCP clients.

Data Prism is an open-source privacy layer for Java/Spring teams putting LLM agents or MCP clients in front of internal APIs holding customer data. It pseudonymises personal data per privacy scope, refuses anything unclassified, and can keep a hash-chained audit trail.

What it is. A privacy enforcement layer for enterprise AI. It gives LLM agents useful, correlated business context — one consistent synthetic identity per entity within a privacy scope — while controlling which personal data crosses the AI boundary, and in what form.

Who it's for. Java/Spring platform and backend teams putting LLM agents or MCP clients in front of internal APIs that hold customer data. If nothing you run exposes personal data to a model, you don't need this.

Status: the walking skeleton and every slice through S9a are built, with 18 Maven submodules (19 Maven projects in the reactor counting the root pom-packaged aggregator itself) and a passing test suite. The privacy engine, correlation and consistency findings, parallel mTLS connectors, an embedded Hazelcast identity cache and read budget (shared only across members that have joined one cluster; see multiple instances), an OAuth2 resource server with session-derived PrivacyContext, audit and metrics are all real and exercised end to end. The standalone server is the primary deployment surface; the Spring Boot starter is the embedded option. A one-command local Compose quickstart also exists: see "Try it" below. Two MCP tools ship today, get_entity_context and compare_entity_sources — the other two named in the design review, search_entity_data and describe_entity_model, are not yet built (docs/tools.md "Not yet built"). A durable, append-only, hash-chained audit sink and an offline AuditChainVerifier ship as of 0.3.0, opt-in via dataprism.audit.sink: hash-chained; the verifier catches an edit or deletion inside a writer's chain, but cannot detect truncation of a writer's most recent records or the deletion of a whole process boot's records, and the trail does not resist an operator, or anyone else, who already has write access to the file (docs/audit.md "What this does and does not prove"). Not built: the re-identification operator surface (deferred past V1 by decision, see docs/architecture.md#decisions-worth-knowing) and the Elasticsearch connector and its search tools. See docs/plan/PLAN.md for what is open.

The problem

An organisation wants an LLM to investigate live business data spread across several systems. Giving the model direct API access is not acceptable: those APIs carry personal and confidential data, each system represents the same entity differently, and raw identifiers let anything downstream correlate across sessions.

The obvious fix — redact everything sensitive — destroys the investigation. Once three systems' names for one person are all [REDACTED], the model cannot tell whether it is looking at one person or three.

What Data Prism does

It sits between the two and does two things that are easy to confuse:

It makes identity consistent. One subject gets one synthetic identity across every source, derived deterministically from (scope, subject, namespace, algorithm version, key) — never random, never stored in plaintext, and reproducible without the cache. The same person in three systems reads as one person to the model.

It leaves the data inconsistent, and says so. If those three systems disagree about a name, the answer carries a finding that says they disagree. The platform never makes enterprise data look cleaner than it is. That distinction is the point of the project:

Identity representation becomes consistent. Underlying data inconsistencies

become *more* visible, not less.

Pseudonyms are scoped. The same person in two different investigations gets two different synthetic identities, so nothing correlates across cases by accident.

What it is not

Not an API gateway, not an ETL platform, not a master-data system, not an identity provider, and not an entity-resolution engine — correlation requires a key the sources already share, behind a documented SPI. It carries no business domain: no Customer, Taxpayer or Employee type exists outside the example application.

It is not anonymisation. Under GDPR Art. 4(5), pseudonymised data is still personal data. Sending Data Prism output to a third-party model is still processing, and still needs a lawful basis, a DPIA, and a transfer mechanism where the provider is outside the EU. The platform reduces exposure; it does not remove the obligation.

Try it

The fastest way to see a real MCP call answered by the real privacy engine — no local JDK, no Maven install, one command:

docker compose up

pulls the published ghcr.io/aindriub/data-prism-quickstart- images (pin one with QUICKSTART_IMAGE_TAG=0.7.0; run docker compose -f compose.yaml -f compose.build.yaml up --build instead to build every image from source) and brings up the standalone server, a synthetic fixture API and a local HTTPS JWT issuer, proving an agent-compatible get_entity_context call returns a pseudonymised response. Walk through it in docs/quickstart.md; connect your own agent client to either that stack or a real deployment via docs/agents/.

Once you have seen the demo, protect your own API: docs/quickstart.md ends with a "What next" section pointing at docs/protect-your-own-api.md, a YAML-only walkthrough from a real JSON REST API to a working get_entity_context call.

If you found this on the MCP registry

The ghcr.io/aindriub/data-prism-server image listed there is published as a multi-architecture manifest list covering linux/amd64 and linux/arm64, each built and verified natively — docker run on Apple Silicon or any other arm64 host pulls the arm64 image directly, no emulation required.

It is not a one-command install, on either architecture. docker run alone yields a server that refuses to start: DataPrismContractValidator demands a reviewed DataSourceAdapter bean for every configured source, and DataPrismProperties.validate() demands a full deployment configuration (JWT issuer/audience/JWKS, caller-claim mappings, security policy, HMAC key reference, audit sink, metrics sink, Hazelcast topology). Neither ships in the image. Two things an operator must supply themselves before it serves anything:

  • A reviewed `DataSourceAdapter` (and `IdentityResolver`) jar for each API you are protecting, mounted onto the image's loader path.
  • A deployment configuration satisfying the dataprism.* vocabulary.

docs/configuration.md is the authoritative, complete contract for both. The "Try it" section above is a local Compose fixture for evaluation, not this image or that configuration.

Documentation

The full set of user docs is also published, rendered and searchable, at https://aindriub.github.io/data-prism/.

User docs

Each row links the site page and the repo file it is built from.

DocSiteWhat it covers
docs/quickstart.mdquickstart/One-command local Compose demonstration — start here
docs/protect-your-own-api.mdprotect-your-own-api/Pointing Data Prism at your own API instead of the fixture
docs/configuration.mdconfiguration/The authoritative, complete dataprism.* deployment configuration contract
docs/tools.mdtools/What each shipped MCP tool takes and returns, worked examples
docs/extending.mdextending/Protecting a new source: a reviewed Java adapter, or the configuration-driven JSON REST mode
docs/audit.mdaudit/What the hash-chained audit trail records, and how to verify it
docs/architecture.mdarchitecture/Module map, dependency rules, the boundaries that must not be crossed, dated decisions
docs/agents/agents/Connecting an MCP agent client, local fixture or authenticated remote
docs/agents/stdio.mdagents/stdio/The local stdio fixture workflow: a real MCP tool call with no JWT, network call or source system
docs/agents/remote-http.mdagents/remote-http/The authenticated Streamable HTTP workflow against a real MCP endpoint; no development bypass
docs/faq.mdfaq/Direct answers on pseudonymisation, PII detection, Java requirements, the audit trail and prompt injection
docs/comparison.mdcomparison/How Data Prism compares to Presidio, LLM Guard, NeMo Guardrails and MCP gateways or proxies
docs/use-cases/pseudonymise-customer-data-spring-boot.mduse-cases/pseudonymise-customer-data-spring-boot/Pseudonymising customer data from a Spring Boot API before an LLM agent sees it
docs/use-cases/gdpr-data-minimisation-mcp.mduse-cases/gdpr-data-minimisation-mcp/GDPR data minimisation for MCP tools
docs/use-cases/consistent-pseudonyms-across-systems.mduse-cases/consistent-pseudonyms-across-systems/Keeping one customer recognisable across systems without exposing identity
CHANGELOG.mdchangelog/Every notable Data Prism change by version, in Keep a Changelog format
Internal / project working docs

Not published on the site.

DocWhat it covers
docs/design-review.mdAmendments to the specification, with reasoning. Authoritative
docs/development-plan.mdSlice order, sizing, and the decisions that block the first one
docs/pack.mdThe original specification. Superseded and historical; describes tools that were never built

| [docs/conventions.md](docs/conventio

冒頭だけを表示しています。続きはリポジトリで読めます