Stigmella circumargentea is a moth of the family Nepticulidae. It is only known from Yunnan.
The wingspan is about 6.2 mm. Larvae have been found in October; adults were reared in November.
The larvae feed on Lithocarpus dealbatus and possibly Lithocarpus mairei. They mine the leaves of their host plant.