Ops Development Stories

Jan 28, 2026 · Artificial Intelligence

Understanding MCP, Agent, Skill, and Rule: How LLMs Differ from Traditional APIs

This article systematically explains the concepts of MCP, Agent, Skill, and Rule from an engineering viewpoint, highlighting their roles, differences from traditional API calls, and how they enable large language models to safely and autonomously interact with external tools.