Prokop attended the Pursuit of Excellence Hockey Academy in Kelowna, British Columbia. The Calgary Hitmen of the Western Hockey League (WHL) selected Prokop with their first round selection, the seventh overall, of the 2017 WHL Bantam Draft. He played for Canada's national under-18 ice hockey team in the 2018 IIHF World U18 Championships.