Just get a 120-12v driver (like it used for puck lights or LED strips), of an appropriate wattage.

EDIT:
Some cheap thing like this off amazon would work
https://www.amazon.com/HitLights-PWR-12V-024-30-D-Transformer-Compatible-Removable/dp/B01H7RLJLM/