The shootings come a day after Egypt's military backed its chief Field Marshall Abdel Fattah al-Sisi, who led the ouster of Islamist president Mohamed Morsi, to run for the presidency.
Security sources said gunmen in a car opened fire at the policemen guarding a church in western Cairo, killing one and wounding two. One assailant was arrested while two others fled on foot.