Pure, cold pressed linseed oil, flax seed oil (linseed by any other name), walnut oil, tung nut oil.
Don't use boiled linseed - it contains toxic drying agents. In fact a lot of other oils contain nasty stuff.
Be prepared for oily coffee until the oil cures - this could easily be measurable in months....
Cheers