MCP 的第二波浪潮：為 LLM 而建，而非為開發者
Original: The second wave of MCP: Building for LLMs, not developers
With Anthropic's introduction of the Model Context Protocol (MCP), the development paradigm for AI applications is undergoing a quiet…
Vercel 指出 Model Context Protocol (MCP) 正進入第二階段。第一階段是將現有工具連接至 LLM，而第二階段則是「為 LLM 量身打造 API」。開發者不再只是暴露傳統的 REST 接口，而是需要設計具備豐富語意描述、適合 Agent 推理與執行的 MCP 服務。這將徹底改變未來軟體架構與 API 開發的思維。
With Anthropic's introduction of the Model Context Protocol (MCP), the development paradigm for AI applications is undergoing a quiet revolution. In a recent article, Vercel points out that we are entering the "second wave" of MCP: developers must shift their thinking from "designing APIs for human developers" to "designing APIs specifically for LLMs (Large Language Models)."
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