What kind of motor is it and Where can you get a replacement motor?

Mine is as well. I tried digging the “rubber washers” out but it was only scratching plastic.

There are 5 areas you can slide a slim flathead into and gently wiggle to get the casing to slide out from the base. Be firm yet gentle.