Category: Regions

In this post, we demonstrate how to build a multi-agent AI system using the AWS Knowledge Model Context Protocol (MCP) server to automate Regional expansion analysis and planning for AWS workloads. The solution combines specialized AI agents with MCP servers to analyze CloudFormation stacks and CloudTrail logs, identify Regional capability gaps, and generate actionable migration strategies in hours instead of weeks, helping organizations accelerate their global cloud footprints while maintaining data security within their local environment.