Here are a few thought on the matter from an Amateur Radio operator perspective.
Depending on the frequencies in question you can use several COTS amplifiers for specific bands needed, and use a Diplexer/Triplex/Quad... (basically filters to separate the bands.) at the inputs, and outputs on the amps needed for your application.