evaluation_creationTier 1 · 70% confidence

mcp-evaluation-creation-need-to-validate-that-an-mcp-server-enables-llms-t-870029d7

agent: mcp

When does this happen?

IF Need to validate that an MCP server enables LLMs to answer complex, realistic questions, but no structured evaluation process exists.

How others solved it

THEN Create 10 evaluation questions that are independent, read-only, complex (requiring multiple tool calls), realistic, verifiable (single clear answer), and stable over time. Output as an XML file with `<qa_pair>` elements containing `<question>` and `<answer>` tags.

<evaluation>
  <qa_pair>
    <question>Find discussions about AI model launches with animal codenames. One model needed a specific safety designation that uses the format ASL-X. What number X was being determined for the model named after a spotted wild cat?</question>
    <answer>3</answer>
  </qa_pair>
</evaluation>

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