I think it might have to do with the ability to set taxes. The American congress was pretty powerless until it gave itself the power to collect national income taxes. Before that, taxes were controlled by state and local governments, so that's where the power resided. There is still no national property tax.

If the primary income tax in the EU were controlled by the EU Council, I bet there would be a lot more discussion about it...