Boakye Agyarko was born in 1956, in Kumasi in the Ashanti Region to Kwasi Agyarko. His father was a merchant and United Party activist from Jamase, Ashanti Region and his mother was Jane Ladze Padi from Krobo Odumase in the Eastern Region.