Back in the day, cowboys poured ground coffee straight into a pot of water over a campfire, and to prevent a too-strong and bitter coffee, they put eggshells in the mix. Eggshells are made of calcium carbonate, which absorbs some — not all — of the acid in coffee, curbs the bitter flavor, and weighs coffee grounds down.