BeSA Batch 09 Week5 - Model Context Protocol in Practice and AI‑Powered Solution Validation

Week 5 - Model Context Protocol in Practice and AI‑Powered Solution Validation Batch 09 – BeSA Cloud Academy Disclaimer: These notes were drafted using AI for clarity, structure, and readability. They are intended solely for learning purposes. These are the structured notes from Week 4, focused only on the two role plays. Writing this as a quick revision for those who attended the session and a concise recap for anyone who couldn’t make it. Role Play 1 – Understanding Model Context Protocol (MCP) Context This conversation focused on understanding MCP (Model Context Protocol) and why it is becoming a foundational concept in agentic AI architectures. Why MCP Matters When building AI agents that need to perform real actions, a key challenge is connecting the agent to external systems. Examples include: Querying databases Creating tickets Accessing APIs Checking inventory The core question becomes: How does the agent connect to all these tools in a scalable and standardized way? MCP addres