"K3s" matching MCP servers:

Enables a business decision to be pressure-tested by five distinct AI perspectives — Counterparty, Contrarian, CFO, Operator, and Precedent — each examining a different constraint. Returns a compact brief with a recommendation, its strongest objection, the evidence that would change the answer, the cost of success, and the smallest useful next test.

A Model Control Protocol server that extends AI assistants with Kubernetes operations capabilities, allowing for managing deployments, pods, services and other K8s resources.