Language Detector EngineをChatGPTとClaudeに接続

• 01 / 03チケットの振り分け方法
• 02 / 03UGCのフィルタリング方法
• 03 / 03データセットの検証方法

最速日

904ms

最遅日

1348ms

14日間の傾向

安定+3%

franc 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_DZfpdhfq3SUunsFFJJgaaLCPk3BDMKLefzz6agcr/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 — franc capabilities are ready to use.

設定 · claude_desktop_config.jsonコピー

{
  "mcpServers": {
    "language-detector-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_DZfpdhfq3SUunsFFJJgaaLCPk3BDMKLefzz6agcr/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？ franc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

  カスタマーサポートマネージャー

  多言語の問い合わせを、正しい言語担当チームへ正確に自動ルーティングしたい方。

• 02

  AIエンジニア

  LLMの確率的な推測に頼らず、決定論的なロジックで言語判定を行いたい開発者。

• 03

  データアナリスト

  大量のテキストデータに対して、正確な言語タグ付けを行いたいデータ処理担当者。

• 01

  How is this different from asking an AI to detect language?

  Standard AI uses probability to guess, which often fails on short text. This MCP uses deterministic N-gram math to provide a more reliable result.

• 02

  How many languages does it support?

  The engine supports over 400 different languages.

• 03

  What happens if the text is too short to identify?

  Instead of hallucinating a guess, the MCP returns an undefined result.

• 04

  Can I restrict the detection to specific languages?

  Yes, you can use a whitelist to force the engine to only look for specific ISO codes.

• 05

  What format are the language codes in?

  The capability returns standard ISO 639-3 codes, such as 'eng' for English or 'spa' for Spanish.

• 06

  Why is this better than asking Claude to detect the language?

  LLMs often hallucinate languages for short strings or names. They also struggle to provide standardized ISO codes reliably. This engine uses mathematical N-gram analysis (the same technique behind Google Search language detection) to deterministically map text to one of 400+ ISO 639-3 codes.

• 07

  What does it mean if it returns 'und'?

  'und' stands for Undefined. It means the text is too short, mostly numbers, or too ambiguous to confidently map to a single language. This is a feature. it prevents your routing logic from making false assumptions.

• 08

  Can I force it to choose between specific languages?

  Yes. Pass an array of ISO 639-3 codes to the 'only' parameter (e.g., ['eng', 'por', 'spa']). The engine will only calculate probabilities within that subset.

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