mcp-server-dynamic-env
DynamicEnv MCP Server is a Kubernetes-based solution that provides real-time management and AI-driven integration of dynamic environments through MCP. It enhances observability, real-time operations tracking, and intelligence for developers working with Kubernetes resources.
Overview
DynamicEnv MCP Server provides an AI-friendly API interface over DynamicEnv Kubernetes Custom Resources, enabling real-time tracking, intelligent debugging, and simplified cleanup for dynamic environments used in development, testing, and ephemeral workloads.
- List & filter DynamicEnv instances by namespace, state, or deployment status
- Live status monitoring with async updates and progress reporting
- Safe deletion of environments with dependency checks
- Secure K8s auth using in-cluster or kubeconfig credentials
- Pod insights, deployment health, and optional logs
- AI-ready interface via MCP
What is DynamicEnv?
DynamicEnv is a Kubernetes Custom Resource (CRD) that encapsulates a dynamic environment setup with multiple services, configuration, and resource constraints.
Why MCP?
The Model Context Protocol (MCP) helps AI tools to subscribe to real-time updates, manage async operations, and improve DevOps workflows with intelligent command suggestions.