DVCをChatGPT、Claude、Geminiに接続

• 01 / 03マッピングの監査方法
• 02 / 03メトリクスの比較方法
• 03 / 03アクセストークンの権限を確認する

最速日

734ms

最遅日

1101ms

14日間の傾向

遅延傾向+7%

DVC Connector

準備完了です。MCPクライアントを選択し、セットアップ手順に従ってください。

コネクタリンクhttps://edge.vinkius.com/vk_preview_Myft115Qe8hEZoVFuhiTYRKEW5euUlsOR2XqjK69/mcpコピー

Claude Desktop

以下の手順で数秒で接続できます。

1. 1In Claude Desktop, open Settings → Connectors.
2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3. 3Click Add and start a new chat — DVC capabilities are ready to use.

設定 · claude_desktop_config.jsonコピー

{
  "mcpServers": {
    "dvc-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Myft115Qe8hEZoVFuhiTYRKEW5euUlsOR2XqjK69/mcp"
    }
  }
}

• Claude
• ChatGPT
• Cursor
• VS Code
• Windsurf
• Claude Code
• JetBrains
• Cline

各クライアントの手順ガイドはこちらです。 接続方法

Claude向けのガイド付きセットアップ？ DVCをClaudeや他のAIに設定する

このConnectorが対応するすべてのAIクライアントを見る ↑

• 01

  データサイエンティスト

  開発環境を離れることなく、モデルの実験監視やメトリクスの追跡を行いたい方。

• 02

  MLエンジニア

  自然言語を用いてプロジェクトのリポジトリ接続を確認したり、実験履歴を監査したりしたい方。

• 03

  チームリード

  組織のワークスペースや実験の進捗状況を、会話を通じて手軽に把握したい方。

• 04

  DevOpsエンジニア

  DVC Studioの統合テストや、アクセストークンの権限をリアルタイムで検証したい方。

• 01

  How do I connect this MCP to my AI client?

  You subscribe to the MCP via Vinkius and then connect your preferred client like Claude or Cursor. You will need your DVC Studio Client Access Token to complete the link.

• 02

  Where do I find my DVC Studio token?

  You can find your token in your DVC Studio account under Profile Settings in the Tokens section.

• 03

  Which AI clients can I use with this MCP?

  This MCP works with any compatible client, including Claude, Cursor, Windsurf, and VS Code.

• 04

  Can I see my dashboard layouts through the AI?

  Yes, the MCP includes capabilities to list and retrieve the specific configuration and settings for your DVC Studio dashboard views.

• 05

  Does this MCP handle my data versioning?

  It allows your AI to interact with your existing DVC Studio workflows, including project management, experiment tracking, and repository auditing.

• 06

  Can my agent list all experiments for a specific DVC project?

  Yes. Use the 'list_experiments' capability. Provide the project ID, and the agent will iterate through the model runs, returning a detailed history of metrics and execution logs for that project.

• 07

  How do I see my custom dashboard views via chat?

  Use the 'list_views' capability to see all your dashboard layouts. You can then use 'get_view' with a specific ID to retrieve the structural configuration and settings for that exact UI representation.

• 08

  Can I audit my DVC Studio project settings through the agent?

  Absolutely. The 'list_projects' and 'get_project' capabilities allow your agent to analyze identifier boundaries and repository metadata, helping you verify project connections and team mappings natively.

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