I guess you mean cichlids from Malawi/Tanganyika? If so, that is not a good idea. They need different water conditions, and the Malawi/Tanganyika cichlids are too agressive.
But if you mean african dwarfcichlids (Pelvicachromis, Nanochromis etc.) it probably will work.