 The forest double-collared sunbird was described by the German ornithologist Anton Reichenow in 1899 and given the binomial name "Cinnyris fülleborni".He specified the type location as Kalinga in the Iringa Region of Tanzania.The specific name was chosen to honour the German physician and naturalist Friedrich Fülleborn.