AI RESEARCH
MCP-Persona: Benchmarking LLM Agents on Real-World Personal Applications via Environment Simulation
arXiv CS.AI
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ArXi:2606.02470v1 Announce Type: new The Model Context Protocol (MCP) has emerged as 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 the practical challenges posed by personal social applications, where tools interact with individual accounts or local databases. To bridge this critical gap, we