Yes - you can create a Kubernetes cluster with Raspberry Pis with the default operating system Raspbian. Carry on using all the tools and packages you're used to with the officially-supported OS.
- You must use an RPi2 or 3 for Kubernetes
- I'm assuming you're using wired ethernet (Wi-Fi also works)