MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models

Zhiwei Liu, Jielin Qiu, Shiyu Wang +9

The rapid rise of Large Language Models (LLMs)-based intelligent agents underscores the need for robust, scalable evaluation frameworks. Existing methods rely on static benchmarks…