Smart Era Software Development

Mar 29, 2025 · Artificial Intelligence

40+ Diagrams Uncover LLM Agents’ Core Components, Multi‑Agent Frameworks, and MCP Stack

This article breaks down the essential building blocks of LLM agents—including environment, sensors, effectors, short‑ and long‑term memory, tools, planning, and reasoning—while illustrating how Model Context Protocol (MCP), Toolformer, ReAct, Reflexion, and popular multi‑agent frameworks such as AutoGen, MetaGPT and CAMEL enable scalable, collaborative AI systems.