Large Language Model (LLM) agents increasingly rely on external tools to accomplish complex tasks, and how they scaffold tool invocations can influence both efficiency and reliability of the agent. The classic Model Context Protocol (MCP) requires an LLM agent to emit a structured JSON “tool‑call” t...
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