• MISSING
  • CONFLICT
  • UNCERTAIN
  • HUMAN

How to audit AI generated reports with your AI

Connect Hallucination Detector Prover to your AI client. Your agent then scans your documents for factual gaps and logic errors.

Ask AI about this page

Short answer

How can I audit AI generated reports with my AI?

Your AI uses the Hallucination Detector Prover to check for missing citations, internal contradictions, and shaky confidence levels. You'll get a clear list of where the report lacks grounding. This breakdown shows you exactly which parts need a human eye.

Audit results.

Where every issue lands.

The AI sorts its findings into these four categories.

MISSING

Citation gaps

The AI flags claims that lack supporting evidence. You'll see exactly where a statement needs a source.

CONFLICT

Logical contradictions

The agent finds places where one part of the report contradicts another. This highlights breaks in reasoning.

UNCERTAIN

Confidence warnings

The tool identifies sections where the AI's certainty is too low. These areas require extra scrutiny.

HUMAN

Manual review

The AI marks complex reasoning errors it cannot resolve. You decide if these points are actually wrong.

The workflow

What your AI does when the report arrives.

The AI performs a deep scan to ensure the text stays grounded in your provided data.

  1. Verify grounding

    The agent checks every claim against your source material to ensure they match.

    validate_hallucination_grounding

  2. Find contradictions

    The AI compares different sections of the text to find conflicting statements.

    validate_hallucination_grounding

  3. Check confidence

    The tool measures how well the text aligns with the truth to find uncalibrated claims.

    validate_hallucination_grounding

  4. Spot missing links

    The agent identifies assertions that have no direct connection to the input data.

    validate_hallucination_grounding

Try it

Copy these to start.

Use these prompts to begin the audit process.

Starting points

Replace the bracketed text with your specific file names or document paths.

Hallucination Detector Prover Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_vDQP8rsjOjnTGJSK3m5NZIgbd5iLRTOGta25N4jN/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 — Hallucination Detector Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "hallucination-detector-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_vDQP8rsjOjnTGJSK3m5NZIgbd5iLRTOGta25N4jN/mcp"
    }
  }
}
Copy into chat04

  • Audit this PDF report for any missing citations or ungrounded claims.

  • Check this Google Doc for internal contradictions in the summary section.

  • Scan this research paper and flag any parts where the confidence level seems uncalibrated.

  • Review the text in this markdown file to find claims that aren't supported by the source.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Hallucination Detector Prover once, then ask.

One link connects the MCP to your client. Your login stays encrypted on our side, and the full walkthrough lives on the Connector page.

Connect Hallucination Detector Prover to your AI

FAQ

How this task behaves.

  • 01

    Can the AI fix the errors it finds?

    No. The AI only identifies and flags the issues. You must manually edit the report to fix contradictions or add citations.

  • 02

    Does the AI delete any of my original text?

    No. The tool only reads and analyzes your data. It cannot modify, delete, or overwrite your files.

  • 03

    How does it know if a citation is missing?

    It compares the claims in your report against the source documents you provide to see if a direct link exists.

  • 04

    Can I use this with any AI client?

    Yes, as long as your client is MCP-compatible, like Claude, Cursor, or Windsurf.

  • 05

    Will it catch every single hallucination?

    No. While it is effective at finding ungrounded claims, it is an auditing tool, not a guarantee of perfect accuracy.

  • More questions about Hallucination Detector Prover? The Connector page answers them. See everything the Hallucination Detector Prover Connector can do

Connect Hallucination Detector Prover to Claude, Cursor, ChatGPT & more