The patron of Felitto is Saint Vitus, celebrated on 15 June; in the municipal territory there is a chapel of San Vito, in the locality of the same name.
Tradition has it that in the days before the procession of 15 June taralli are made, to be given to the faithful who will accompany San Vito on the day of the feast. The procession, deeply felt by the local population, is 7 kilometres long and starts from the chapel of San Vito.