Espresso Extraction CalculatorをAIに接続

最速日

643ms

最遅日

1315ms

14日間の傾向

安定+4%

Espresso Extraction Calculator 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_riQ3UtdQZTZ8PGqKbeaXpoH77Koy38HYsf2KCWvY/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 — Espresso Extraction Calculator capabilities are ready to use.

設定 · claude_desktop_config.jsonコピー

{
  "mcpServers": {
    "espresso-extraction-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_riQ3UtdQZTZ8PGqKbeaXpoH77Koy38HYsf2KCWvY/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？ Espresso Extraction Calculator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

  Baristas

  They hand off shot data to the AI to quickly dial in new coffee bags.

• 02

  Roasters

  They use the capability to check how their roast profiles translate to extraction yields.

• 03

  Coffee Researchers

  They use the math to validate experimental brewing parameters.

• 01

  How do I use this MCP with my AI client?

  You connect your client to Vinkius once, and the capabilities become available for your agent to call whenever you provide brewing data.

• 02

  Can this MCP help me fix a sour espresso shot?

  Yes, by using the analyze_extraction capability, your agent can determine if your extraction yield is too low, suggesting you might need a higher yield or different dose.

• 03

  What data do I need to provide for a dose adjustment?

  You should provide your target yield, your desired beverage weight, your target TDS, and your current dose.

• 04

  Does this capability work with any AI client?

  It works with any MCP-compatible client like Claude, Cursor, or Windsurf.

• 05

  What happens if I enter impossible brewing numbers?

  The validate_extraction_parameters capability will identify if the parameters are physically impossible, such as a yield exceeding 100%.

• 06

  How do I know if my espresso is underextracted?

  You can use the analyze_extraction capability. If the extraction yield is below 18%, the shot is classified as underextracted, which often tastes sour.

• 07

  How can I adjust my dose to reach a target yield?

  Use the calculate_dose_adjustment capability. Provide your current dose, the target yield, the beverage weight, and the TDS to find the required dose change.

• 08

  What is a realistic TDS for espresso?

  Typically, espresso TDS falls between 6% and 12%. You can use validate_extraction_parameters to check if your measurements are within reasonable bounds.

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