Sequential DevOps: Kubernetes MCP Server
MCP server for inspecting and operating Kubernetes and OpenShift clusters through AI agents.
🛡️ AgentReady threat assessment
MAESTRO 7-layer threat model + OWASP AIVSS risk score for Sequential DevOps: Kubernetes MCP Server, derived from its capabilities.
AIVSS 9.9 · Critical
View MAESTRO 7-layer threat model →Overview
This Kubernetes MCP server lets agents list and inspect resources, read logs and events, and apply or delete manifests across a cluster using the active kubeconfig context. It inherits the permissions of the configured kubeconfig, so a broad context grants broad cluster control. The ability to mutate live cluster state makes RBAC scoping and action confirmation critical.
Key features
- List and inspect cluster resources
- Read pod logs and events
- Apply and delete manifests
Use cases
- Agent-assisted cluster debugging
- Natural-language Kubernetes operations