The Magshroom (more info in comments)

Habitat: Volcanic Craters
Attributes: Very Spicy when eaten raw, resistant to heat, gives a sudden burst of energy when eaten in any way
Known elixir recipes: Coffee Substitute, Prometheus's Gift (grants the power of the Fire element)