Does this park have a parking lot? We tried google map, but only saw a walking path.

Yes, there is a lot off the road, just outside the visitor center at the start of the trail.

Just want to specify that a car can enter the entrance from boston post road, because we saw it is pretty narrow and thought car cannot enter. So the visitor center and parking lot is inside?

There is a parking lot for about 15 cars