In the 15th century, miners had a small chapel dedicated to Our Lady of Mount Carmel built here, directly above the shaft in which they had been trapped by a rockfall.
In 1708 a nave was added to the chapel, creating the present church. There are several written records of miraculous healings attributed to Our Lady of Mount Carmel, and pilgrimages are still held here on her feast day. Visits to the church can be arranged with the Banská Belá municipal office.