Phyllonorycter gemmea is a moth of the family Gracillariidae. It is known from Massachusetts and Maine in the United States.
The wingspan is 7-7.5 mm.
The larvae feed on Robinia species, including Robinia pseudacacia. They mine the leaves of their host plant.