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Tools reference＃

The kluster.ai's MCP server provides two verification tools that work identically whether deployed self-hosted or via Cloud MCP. These tools enable real-time reliability verification directly within your AI assistant conversations.

This page documents the tool parameters and response formats you'll see when using these tools in any MCP-compatible client.

Tool overview＃

The following tools are available through the kluster.ai MCP server:

Tool Purpose Best For
verify Verify prompt and response pairs General statements, trivia, current events, news
verify_document Verify prompt and response about documents Quotes, data extraction, RAG hallucination checking

Verify＃

The verify tool allows you to check a prompt from a user and response from the agent against reliable online sources.

Parameters

prompt string required

The prompt the user made to the agent.

response string required

The response from the agent that must be verified.

returnSearchResults boolean

Include source citations. Defaults to true.

Verify document＃

The verify document tool checks that a prompt from a user and a response from the agent accurately reflect the content of the uploaded document.

Parameters

prompt string required

The prompt the user made to the agent about the document.

response string required

The response from the agent that must be verified against the document content.

documentContent string required

Full document text (auto-provided by MCP client).

returnSearchResults boolean

Include source citations. Defaults to true.

Response fields＃

All verification tools return the same response structure:

  • prompt: The user's prompt.
  • response: The agent's response.
  • is_hallucination: Boolean indicating if the response contains hallucinations.
  • explanation: Detailed reasoning for the verdict.
  • confidence: Token usage statistics completion_tokens, prompt_tokens, and total_tokens.
  • search_results: Source citations (if requested).

An example can be seen below:

{
    "prompt": "Does this employment contract allow unlimited remote work?",
    "response": "This employment contract allows unlimited remote work.",
    "is_hallucination": true,
    "explanation": "The response is incorrect. Section 4.2 explicitly requires on-site work minimum 3 days per week and residence within 50 miles of headquarters.",
    "confidence": {
        "completion_tokens": 156,
        "prompt_tokens": 890,
        "total_tokens": 1046
    },
    "search_results": []
}

Next steps＃