Updates

ScaleMind MCP Server beta is live! All core MVP features are now available including resource analysis, horizontal scaling, cost estimation, and AI-powered scaling recommendations.

• •Resource analysis tool for AWS EC2 and Kubernetes
• •Horizontal scaling with cost estimation
• •Scaling strategy recommendations with AI
• •AWS Auto Scaling and CloudWatch integration
• •Kubernetes Deployments and HPA support

Enterprise-grade security features including OAuth 2.0 authentication, RBAC, HashiCorp Vault integration, and comprehensive input validation.

• •OAuth 2.0 with JWT token authentication
• •Role-based access control (admin, operator, viewer)
• •HashiCorp Vault for secrets management
• •Rate limiting (1000 requests/hour per user)
• •Structured audit logging

Full AWS and Kubernetes integrations completed. Support for EC2, Auto Scaling Groups, CloudWatch metrics, and Kubernetes Deployments.

• •AWS SDK v2 integration (EC2, Auto Scaling, CloudWatch)
• •Kubernetes client-go integration
• •Real-time metrics fetching from CloudWatch
• •Multi-region AWS support
• •Kubernetes namespace and cluster management

Initial release with core MCP tools: analyze_resource_usage, scale_horizontal, estimate_cost, and recommend_scaling_strategy.

• •MCP server built with Go and mark3labs/mcp-go SDK
• •STDIO transport for Cursor IDE integration
• •Tool execution latency < 500ms p95
• •Structured JSON logging with correlation IDs
• •Prometheus metrics endpoint