The mosque exhibits a blend of Modernist and traditional Minangkabau elements in its architectural design, of which it was credited to Malayan Architects Co-Partnership, led by Chen Voon Fee, Lim Chong Keat, and WilliamSW Lim. It was later taken over by Dato’ Ar. Dr Hj. Baharuddin Abu Kassim, who joined Jurubena Bertiga International Partnership in 1966. The nonagonal properties of the mosque building and nine pillars surrounding its perimeter signifies the nine chiefdoms or luaks that formed the original confederacy.