mcp-server-dynamic-env
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DynamicEnv MCP Server is a high-performance Kubernetes MCP server for managing DynamicEnv custom resources with real-time updates and AI-driven integration.
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. Built with async-first architecture and designed to integrate seamlessly with Model Context Protocol (MCP), it empowers developers and AI agents alike to manage K8s-based environments safely and efficiently.
Features
- 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.