The instant invention provides methods, reagents, and computational tools for designing non-natural substrate analogs for enzymes, especially for designing unnatural amino acid analogs for aminoacyl tRNA Synthetases (AARSs), such as the Phe tRNA Synthetase. The instant invention also provides methods to incorporate unnatural amino acid analogs, especially those with interesting functional groups, into protein products to generate proteins of modified or novel functions.