AFAIK, it is NOT recommended to leave a knife in its leather sheath.
Leather attracting moisture, a carbon blade can easily rust.

As for storing my knives when not in use, I use tuf-cloth and put the knives in the display case, folders mostly opened.
_________________________
Alain