How to remove scotch tape brown residue from album covers

Back in the day, when Vinyl was cheap and widely available someone urged me to apply scotch tape to the edge of my album covers; to better preserve them. Ugh what a mistake! Decades later the tape has turned brown and dried out. I can get the tape off but not the brown residue color left behind. Any suggestions for something to remove the brown color?