I am visiting New York for around 2 weeks in June. Is there some short term membership or per entry fees?

6 months $75.00

I am not sure about weather there is a short term fee. But this is NY City Parks Department has to have some options.

No but it cheap enough to make it worth it

I'm not sure if there is shorter than 6 mnths..u can give them a call