 McAdoo had become a staff officer by 1863, and shortly thereafter was made an assistant adjutant general for state troops.The following year he was promoted to brigadier general and was tasked with defending the frontier from Indian attacks and pursuing army deserters.At war's the end, he became an associate justice of the Texas Supreme Court at the request of governor Edmund J. Davis.