Author

Kihyeon Jeong

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Preprint Aug 2026

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs

Per-server prompt engineering is therefore a workaround rather than a fix; it is argued that MCP host applications should provide an explicit mechanism that places server instructions ahead of tool selection in the client LLM's deliberation.

Minhan Cho, Soyoung Park, Kihyeon Jeong et al. · 0 citations