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

Shubh Laddha, Lucas Changbencharoen, Win Kuptivej +3

Model Context Protocol (MCP) servers contain a collection of thousands of open-source standardized tools, linking LLMs to external systems; however, existing datasets and benchmark…