I have been using waterproof wire shrink tubing. Get the size that fits snugly over wire, cut a piece 15mm long, slide it over the end of the wire, and heat it uniformly. It shrinks tightly over the wire. You can remove it by pulling it hard in case you want to remove the wire to oil it.
YannisG