It should be compatible. You need to use the piaware LCD build to get it to display anything though as it has a special script to display. I am using a Waveshare clone 3.5 inch touchscreen and it works fine as in general these all use the same interface chip. Pretty sure the adafruit version is similar.
See below if you want to rotate it or turn off the blanking.