How do I get to New Hope, PA from New York city?

I need to travel to New Hope, PA from NYC and I can't find any straightforward directions on how to do so. I think the name of the station may be different, because I know there is a way to get there- but when I type in "New Hope" on the transportation websites (Amtrak, Greyhound etc) nothing comes up. Thanks!