To get the wacky Umbrella Hat you'll have to hunt down Umbrella Slimes during rainfall. They have a 0.2% chance of actually dropping it and sadly it will not grant you slowfall. Other than that it does make for quite the cool social helmet.
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The Umbrella Hat is a Vanity Item sometimes dropped by the Umbrella Slime. It appears as an...