AWS Compute Optimizer MCP Server Integration

AWS Compute Optimizer is a sophisticated, machine learning-powered optimization service provided by Amazon Web Services (AWS) that acts as a dedicated advisor for your compute infrastructure. Its primary function is to analyze historical utilization metrics and resource configurations to generate actionable recommendations that help organizations right-size their AWS resources for optimal cost and performance. The service supports a broad portfolio of core compute services, including Amazon EC2 instances, Auto Scaling groups, Lambda functions, EBS volumes, and ECS services running on AWS Fargate. For each supported resource type, Compute Optimizer evaluates whether resources are over-provisioned, under-provisioned, or right-sized, providing specific, actionable recommendations such as instance type changes or function memory adjustments. Beyond mere reporting, its value lies in its proactive, data-driven insights, enabling teams to transition from reactive cost management to a proactive optimization strategy, thereby eliminating waste, improving application performance, and forecasting future costs with greater accuracy.