Model Context Protocol(MCP): Assistants for LLM/Agent

Discover how MCP simplifies and accelerates integrating existing systems with Large Language Models (LLMs) and AI agents. Unlike Retrieval-Augmented Generation (RAG), which focuses primarily on fetching external information at query time, MCP provides a structured framework that embeds system context directly into LLM interactions. MCP enables seamless real-time context handling, dramatically reducing complexity and integration time, paving the way for faster, smarter AI-driven workflows on platforms like Google Cloud.