Muneeb-ur-Rehman was born on 8 February 1945 in a Pashtun family of the Tanoli tribe in Mansehra, Khyber Pakhtunkwa, Pakistan. He completed his master’s in Islamic Studies. Besides gaining a Bachelor in Law and Education degree, he also received education in Arabic Languages. He completed a master’s degree from Darul Uloom Amjadia.