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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Hallucinated Citation Checker with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Mathematically verify LLM quotes against ground-truth RAG context to detect fabrications.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Hallucinated Citation Checker capability set.

These are the exact actions your AI can choose when you ask it to work with Hallucinated Citation Checker.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Hallucinated Citation Checker.

  1. 01

    Analyze mismatch locations

    Identifies exactly where the LLM's text deviates from the provided truth

  2. 02

    Calculate citation validity

    Provides a high-level assessment of a citation's reliability based on both content and placement

  3. 03

    Verify quote integrity

    Determines if a specific quote is a faithful representation of the source text

Observed, not estimated

810ms average. Fast in production.

Hallucinated Citation Checker is checked daily against the live service.

Daily averagePeak 964ms
Aug 20Today
Fastest day
641ms
Slowest day
964ms
14-day trend
Slowing+23%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Hallucinated Citation Checker, so you can see the experience inside your AI.

It does not authenticate your account with Hallucinated Citation Checker. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Hallucinated Citation Checker Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_0S8qFxFB5LoJcbQrcUjdXhGOAKA9C4IGpGsgezUr/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  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.
Configuration · claude_desktop_config.jsonCopy
{
  "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

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Hallucinated Citation Checker owners ask.

  • 01

    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.

  • 02

    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.

  • 03

    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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