The history of Maa Kali Khoh Temple is steeped in local legends and folklore. It is believed that the temple is ancient, with its origins dating back centuries. The idol of Goddess Kali is considered 'Swayambhu', meaning self-manifested. The cave itself is believed to have been a place of meditation for sages and ascetics in ancient times. Over the years, the temple has undergone renovations and expansions, but its core spiritual essence remains intact. The temple continues to be a significant center of faith and pilgrimage in the region, attracting devotees from far and wide.