HA is definitely the largest adopted. OpenHab is probably more geared for developers, but has a more concise and powerful automation system.

As for hardware to run it on: get a cheap n100 Minipc and be done with it. Uses 6-12W, and it’s going to miles.kore efficient for this use than a regular PC.