The blast was believed to have been caused by a bomb placed outside a building owned by Agha. Three people were also wounded in the explosion.
Kandahar is the former power base of the Taliban regime.
In the past half year, there has been a surge in attacks against people allied to Karzai and against international forces. Authorities have blamed the attacks on the neo-Taliban.