Malnipahar's history is shrouded in antiquity, with evidence suggesting its significance during the Pala dynasty. The ruins found here are believed to be remnants of Buddhist and Hindu monastic settlements. The hill's strategic location may have also served as a watchtower or a place of refuge. While specific historical records are scarce, the architectural remains and the local legends indicate that Malnipahar was once a vibrant center of religious and cultural activity. The site continues to be a place of historical interest and attracts researchers and history buffs.