This article begins with the fundamentals of AI Agents, illustrates Agentic AI’s autonomous decision-making and various workflows, uses MCP’s standardized protocol to explore integrating external tools and resources, and ultimately provides engineers with practical insights on applying these technologies in complex scenarios