A transformer wont magically give you any more power but correctly matching the O/P Z to 50R will, which it sounds like you have done.
Best to simulate before you build using LTSPICE, its free and it works!.
Remember the max V on the drain will be 3.5 times the supply voltage for class E, otherwise use as many volts as you want!