I have a roll of something similar that I bought somewhere years ago. Mine is called Wonder Tape Self Cling Glueless Tape. I love it for putting around spools of thread to keep them neat on the thread rack.
Okay, I just looked at the Hugos Amazing Tape and its the same as mine.