My rule is to never buy hardware that needs an app to function. It's never once let me down.
We've got some colored lighting in the form of plain old LED strips with wired controllers, we've had a couple old fashioned single color bulbs at times, and there are other options like this: https://www.amazon.com/GE-Lighting-93100205-Replacement-Spec...
I'd really like to see something like openrgb (openrgb.org) for light bulbs though.
Also, there are tons of cheap colored lightbulbs controlled directly by an infrared remote. Example: https://www.amazon.com/Light-Color-Changing-2700K-White/dp/B...