The Monastery of Kapsa is located 40 km from the town of Sitia at the exit of the Pervolakia Gorge built against the steep rocks overlooking the Libyan sea. The exact time of the foundation of the monastery is still unknown, while some believe that it was in the 15th century. Until 1841 there were only a small chapel dedicated to the Saint John the Baptist and a few cells.

At the side of the gorge of Selinari, at the 42 km. of the national road Iraklion - Agios Nikolaos is the small old chapel and the newly founded monastery of Agios Georgios Selinaris. In the monastery there is also a home for the aged founded in 1963. The small chapel was probably founded early in the 16th century AD, and ever since it is a place of worshiping. The people passing through the chapel stop to light a candle to the saint. The chapel is considered miraculous, there are various legends concerning miracles related either with healing of sick people or with divine punishment of people that did not pay the respect due to the saint.