Anomaloglossus guanayensis is a species of frog in the Aromobatidae family. It is endemic to Venezuela where it is only known from the Serranía de Guanay in the Bolívar state of southeastern Venezuela. It is a common frog. Its natural habitats are tropical rainforests. Males were found calling from shaded spots along a rocky stream.