Leather IS bad to store the blade in as it can hold moisture against the blade. I am not sure about the tanning agents in the leather however I doubt they can be good.

Good habit is to wipe your blades down and store outside the sheath anyways. I prefer leather sheaths, however I do not store any blades in them. I also wipe all edges and exposed metal on them down with a metal protector/rust inhibitor.