w3sqr/k8s-mcp-and-adk-agent
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The GKE Intelligent Monitoring System is a comprehensive solution for monitoring and managing Google Kubernetes Engine (GKE) clusters using AI-driven insights and the Model Context Protocol (MCP).
Tools
Functions exposed to the LLM to take actions
get_cluster_info
Get basic cluster information, node status, and health.
list_pods
List pods with status, resource usage, and readiness.
get_pod_logs
Retrieve pod logs for troubleshooting.
describe_pod
Get detailed pod information and events.
get_service_status
Check service endpoints and networking.
get_deployment_status
Monitor deployment health and replica status.
delete_resource
Delete a Kubernetes resource (deployment, service, pod, etc.).
suggest_troubleshooting
AI-powered troubleshooting recommendations.
automate remediation
Image pull remediation analysis for pod.
get_gke_cluster_metrics
GKE-specific performance metrics.
scale deployment
Scale a deployment to a specific number of replicas.
exec pod command
Execute a command inside a pod container.
network_connectivity_test
Test network connectivity and DNS resolution.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client