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.
These scores are auto-generated from public information (the agent's own listing, docs, and repository) using the canonical OWASP AIVSS formula and the MAESTRO framework — an estimate for guidance, not a penetration test, audit, or certification. See the scoring methodology — every score is re-derived by the same automated method as an agent's public evidence changes.
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 and capabilities
- List and inspect cluster resources
- Read pod logs and events
- Apply and delete manifests
Use cases
- Agent-assisted cluster debugging
- Natural-language Kubernetes operations