Sarpavaram's history is deeply intertwined with the Sri Bhavanarayana Swamy Temple, believed to be centuries old. The temple's architecture and inscriptions reflect the rich heritage of the region, with influences from various dynasties. Sarpavaram has been a significant religious center, drawing pilgrims over generations. The village has witnessed the rise and fall of empires, and its historical significance is evident in its temples and traditional practices. Local folklore and historical records provide further insights into its past, making it a place of cultural importance.