I've used the scotch tape trick too. It works just fine, if you make sure not to wrinkle it and be sure it's a tight fit. I've used enough tape that I have to spin the prop as I install it, bascially forcing it over the tape. The tape is pretty solid. Obviously a hard sleeve would be better, but the tape worked for me too..

I wonder if anyone makes a screw on adapter?

Jack