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HumanMCP

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HumanMCP: A Human-Like Query Dataset for Evaluating MCP Tool Retrieval Performance

HumanMCP, created by researchers, is a large-scale dataset of realistic human queries for evaluating AI tool retrieval and usage via the Model Context Protocol.

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First seen: Mar 2, 2026Last active: Mar 2, 2026

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  1. Research MilestoneDec 18, 2025

    Publication of research paper introducing the HumanMCP dataset for evaluating AI tool retrieval

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    scope:
    first large-scale dataset for realistic human-like queries

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