Wavestone：2025年代理型AI策略手册：从对话助手到自主代理：AI智能体的设计与编排（英文版）

This new capability relies on a specific architecture, where the language model is embedded within a broader system of specialized functions—commonly referred to as “tools.” These tools allow the agent to interact with databases, APIs, enterprise systems, or even other agents. At each step, the agent selects the most appropriate action based on its context and objective. The Model Context Protocol (MCP) is emerging as the standard for tool integration, enabling agents to dynamically discover,