This will be the downfall of the USA. With the government filling up with grifters, the people and companies who still pay up will feel like losers.
The introduction of income tax fundamentally changed the size and scope of government. With the current size of federal spending, much of it driven by entitlement programs, defense, and interest on debt, there is plenty of room to trim the fat. Bureaucracy, inefficiencies, and bloated administrative costs are all ripe for re-evaluation and the axe.
If you prefer living in 1913, you're a hopeless romantic.
There were of course lots of other taxes being levied in the USA, poll taxes, property taxes, but the money went to state government rather than federal.