MCTLAI-Native Infrastructure Management

Deploy services, manage tenants, and operate your Kubernetes platform through natural language — no kubectl, no tickets, no waiting.

MCP Server

Connect Claude, Cursor, or VS Code to your infrastructure via Model Context Protocol. 39 tools for full platform control through natural language.

Every change flows through Git. ArgoCD ensures your cluster matches your desired state, with full audit trail and zero imperative commands.

Multi-tenant by design. Each team gets isolated namespaces, RBAC policies, network policies, and resource quotas out of the box.

Backstage-powered service catalog. Browse your services, domains, databases, and workflows in one place at app.mctl.ai.

Automated incident response. The mctl-agent watches AlertManager and creates PRs to fix issues before you notice them.

Services, domains, databases, preview environments, scaling, rollbacks — all manageable through MCP, REST API, portal, or GitOps.