Is this park available for kids birthday parties?

First come first serve. I'd recommend getting there early and setting up tablecloths to mark the space you need.

I was told it's first come first serve they don't do reservations

Yes first come first serve..there's only 1 shelter.

Yes, but there's no formal reservation, just first come first serve.