Mitra belonged to the golden generation of East Bengal players whose exploits enabled the club win a record six back-to-back Calcutta Football League (CFL) titles from 1970 to 1975. Besides East Bengal, Mitra plied his trade for Wari FC and Bengal Nagpur Railway (BNR).