The monastery was founded in the 16th century. Due to a belief, an icon of Virgin Mary was found in the local woods. A church was built on the place where the icon was found, but soon it was burned by fire and the icon was lost. Many years later the icon was found again with mysterious imprints on it – presumably those of Virgin Mary’s palm and foot. The icon is considered miraculous and the stone became part of the altar in the church of Exaltation of the Cross. Since then the Zhyrovichy monastery is a major place of pilgrimage in Belarus.