Map-Reduce Partition PlannerをAIに接続

最速日

726ms

最遅日

1036ms

14日間の傾向

遅延傾向+19%

Map-Reduce Partition Planner 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_x46GYvNVwmQnxgSmGYqCsESM9K8svqI6CYw0KF6I/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 — Map-Reduce Partition Planner capabilities are ready to use.

設定 · claude_desktop_config.jsonコピー

{
  "mcpServers": {
    "map-reduce-partition-planner-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_x46GYvNVwmQnxgSmGYqCsESM9K8svqI6CYw0KF6I/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？ Map-Reduce Partition Planner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

  データエンジニア

  大規模なデータパイプラインの設計とリソース配分の最適化を行う担当者。

• 02

  分散システムアーキテクト

  計算負荷の分散やネットワークトラフィックの予測を行う設計者。

• 03

  AIエージェント開発者

  AIに高度な数学的モデリング能力を与え、自律的なワークロード管理を実現したい開発者。

• 01

  What kind of clients can use this MCP?

  You can use this with any MCP-compatible client including Claude, Cursor, Windsurf, and VS Code.

• 02

  Do I need to host the MCP myself?

  No, Vinkius hosts and manages the MCP for you. You just connect and use it.

• 03

  Can I use this to predict how long a job will take?

  Yes, you can use the estimate_execution_time capability to project the duration of your processing pipeline.

• 04

  How does it help with data partitioning?

  The plan_workload_partitioning capability calculates how to distribute your records across different agents.

• 05

  Is this for real-time data or batch processing?

  This MCP is designed for modeling map-reduce workloads, which are typically used in batch processing and distributed computing.

• 06

  How does this capability handle data skew?

  The plan_workload_partitioning capability calculates a skew ratio. If the ratio exceeds 3, it flags the reducer as 'hot', indicating that you should consider salting keys to balance the load.

• 07

  Can I estimate network costs?

  Yes, by using calculate_shuffle_volume, you can determine the total bytes and megabytes that will be transferred during the shuffle phase.

• 08

  What is the purpose of the execution time estimation?

  The estimate_execution_time capability projects the total duration of the pipeline by summing the map phase and reduce phase durations based on your specific workloads.

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