Hallucinated Citation Exact Match ChをAIに接続

最速日

672ms

最遅日

972ms

14日間の傾向

改善傾向-12%

Hallucinated Citation Checker 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_0S8qFxFB5LoJcbQrcUjdXhGOAKA9C4IGpGsgezUr/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 — Hallucinated Citation Checker capabilities are ready to use.

設定 · claude_desktop_config.jsonコピー

{
  "mcpServers": {
    "hallucinated-citation-exact-match-checker-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_0S8qFxFB5LoJcbQrcUjdXhGOAKA9C4IGpGsgezUr/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？ Hallucinated Citation Checker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

  AIエンジニア

  LLMの出力におけるハルシネーションを最小限に抑え、信頼性の高いAIアプリケーションを開発する方。

• 02

  RAGシステム開発者

  引用の正確性が業務上の重要な要件となる、高度な検索システムを構築する方。

• 03

  品質保証（QA）担当者

  AI生成コンテンツの事実に基づいた正確性を、数学的な根拠に基づいて検証したい方。

• 01

  How does this MCP detect hallucinations?

  It uses deterministic character-level comparisons to see if the generated text matches the source text exactly.

• 02

  Which AI clients can I use with this MCP?

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

• 03

  Can I find exactly where a quote is wrong?

  Yes, the analyze_mismatch_locations capability identifies the specific character offsets where the text deviates.

• 04

  Does this work for RAG systems?

  Yes, it is specifically designed to provide mathematical certainty for citations in RAG-based workflows.

• 05

  What kind of reliability ratings do I get?

  The calculate_citation_validity capability provides categorical ratings like Valid or Hallucinated.

• 06

  How does the capability detect hallucinations?

  The capability uses Levenshtein distance and longest common substring algorithms to calculate a hallucination score based on character deviation from the ground truth.

• 07

  Can I see exactly where a quote is wrong?

  Yes, by using analyze_mismatch_locations, you receive a list of character offsets indicating exactly where the generated text diverges from the source.

• 08

  What is a 'Valid' citation according to this capability?

  A citation is rated as 'Valid' when the verify_quote_integrity capability returns a 100% verbatim match.

• 

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