Ebay is typically not the place to buy capacitors unless you really know the seller.
There will be a lot more pressing issues than the main filters, unless you see a problem there.
The best way to source some new filters would be measure the diameter of the old ones, along with the height. Note the working voltage and capacity too. Head to digikey and seach Aluminum Electrolytic Capacitors. Use the filters to select the same diameter (or within 1 mm), filter your other properties accordingly.
Height is variable, whatever fits. Capacity you can stay the same or increase up to 20%. Voltage you can go up a notch or two, i.e. 55 > 63 or 80.
Look for a capacitor that has lower ESR and higher Ripple ratings at 120hz in the results. You should be able to find a long life capacitor with good ratings for 8-12 dollars for that unit.