Can you please educate me on nikah e Mutah responsibilities?
Is husband supposed to take care of wife financially?

No, husband is not responsible to take care of the wife financially in muta. His responsibilities are what they agree upon in the marriage contract. If that was a stipulation then it becomes obligatory.