Police say the shooting happened Sunday afternoon inside a home on Hegeman Avenue in East New York.
Officers say the 17-year-old brother fled the scene after the incident and is still on the run.
The 13-year-old was taken to Kings County Hospital where he is expected to be okay.
It is unclear how the older teen got the weapon.