There are a number of ways to increase luck. Galaxy Pearl from shimmer, torch God’s favor function on torches, lucky horseshoe, throw coins into shimmer, and touching ladybugs. This will increase the drop rate by a lot. Check the wiki for full info on the luck mechanic.