Scott is wanted on one count of assault with a deadly weapon with intent to kill inflicting serious injury.
Officials say last week, 23-year-old Danielle Hodges-Scott was arrested on the same charge in connection with the incident.
Anyone with information on Anthony Scott's whereabouts is asked to call Investigator Harris at 560-4440, ext. 29324 or CrimeStoppers at 683-1200. CrimeStoppers pays cash rewards for information leading to arrests in felony cases and callers never have to identify themselves.