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

Timeline

Research MilestoneDec 18, 2025
Publication of research paper introducing the HumanMCP dataset for evaluating AI tool retrieval
scope:
first large-scale dataset for realistic human-like queries

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Model Context Protocol
technology1 mentions90% conf.

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