The cause of that intervention was North Vietnam sending Viet Cong insurgents into South Vietnam, attempting to overthrow the government, and ignoring the South's sovereignty.
That doesn't justify the US's later transgressions while engaged in the war, but their initial support to South Vietnam was neither unjustified nor illiberal.