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mid-15c., past participle adjective from crack (v). Meaning "mentally unsound" is 17c. (cf. crack-brain "crazy fellow"). The equivalent Greek word was used in this sense by Aristophanes.
Crazy; eccentric: You're cracked if you think I'll stay now (1692+)
get one's nuts