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3:40 PM PT -- NYPD just got the guy ... yanking him through an open window while he tried to fight the cops off.

A man is scaling Trump Tower in Manhattan as a mesmerized crowd watches below.

The guy is using suction cups to scale the south side of the tower ... cops and firefighters are trying to coax him down.