Haoting Shi

MCP-Persona: Benchmarking LLM Agents on Personalized MCP Tools and Tasks

a transformative standard for connecting large language models (LLMs) with external data sources and tools, and has been rapidly adopted across personal applications and development platforms. However, existing benchmarks predominantly focus on generic information-seeking tools and fail to capture t…