A baluster bracket assembly including a pair of mounting brackets attached to facing surfaces of a handrail and a baserail for retaining a baluster in railing construction. Each mounting bracket includes a mounting plate fastened to the railing surface and a collar for receiving an end of the baluster. A shoe is provided with each mounting bracket for attachment to the end of the baluster and for covering the mounting bracket after installation.