No cap is better than one cap or a lot of caps
Caps are magnetic, they are resistors/coils and caps in one, changing the signal.
But the caps have a function, just transmitting a signal but no during current.
It is possible to remove them if there is no DC offset. And this means to measure the dc voltage of every cap. If there are 0,0xV, then it is possible to remove the cap.
But you must know the circuit and what every piece is used for. Just cutting out parts will destroy the unit.