Chanterelle is a wild mushroom that can be gathered via foraging in the Secret Woods, or from the cave near the northern path on your farm if the player chooses to grow mushrooms there when prompted so by Demetrius.
When eating it increases 195 energy and 87 health. It is used in crafting Life Elixir.