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Section 9: Agentic Kubernetes

Overview​

This section explores agentic patterns in Kubernetes, introducing AI-powered cluster management using Model Context Protocol (MCP).

Key Concepts​

  • Agentic AI patterns in infrastructure automation
  • Model Context Protocol (MCP) for Kubernetes
  • AI-assisted cluster operations and troubleshooting
  • Building Kubernetes MCP tools and servers

Example​

# MCP tool configuration for Kubernetes operations
apiVersion: v1
kind: ConfigMap
metadata:
  name: mcp-k8s-tools
data:
  tools.yaml: |
    tools:
      - name: kubectl-query
        description: Query Kubernetes resources
        parameters:
          resource: string
          namespace: string
      - name: kubectl-apply
        description: Apply Kubernetes manifests
        parameters:
          manifest: string
      - name: cluster-health
        description: Check cluster health status

Coming Soon​

Full content will be added in later phases of this project.