Means 'possible'. In daily use it softens a request: 'mumkin water?' (could I have water?), 'mumkin?' (is this okay / may I?). The single word does a lot of polite work.
The negative, 'mish mumkin' or 'mu mumkin', means not possible — sometimes literally, sometimes as a firm but face-saving no.