In the Farming and Husbandry Addon, Brown Dye can be made using Roasted Coffee Beans.

Crafting

To craft Brown Dye you need to put roasted coffee beans in your crafting grid.

Ingredients Crafting Recipe
Roasted Coffee Beans Brown Dye Recipe