Earlier the town was called Qasimabad, after a Muslim landlady Qaseema Bibi.
Though there is no exact historical data on how handloom weaving been started in Mubarakpur, we know that during the 14th century, cotton weaving began, according to ancient Vedic and Buddhist literature.