Match the voltage, excess Amps is OK. For instance: 12V, 8 A is just fine.
The reality is a lot of nominally 12V linear supplies may provide slightly elevated voltages when unloaded, so you may read say 13.8V on a multimeter. That's fine, and even 15V might be OK.
So long as the voltage is reasonable, the Amps drawn will only be what the device needs, so even if you had a 10A supply, the device will still draw < 3.5A.
If you use a power conditioner, keep routers and switches outside of it so they don't pollute the clean side of the power.