I don't it helps that most startups here in NYC are pretty lame, ripoffs of yelp or really weak ideas. I have been very unimpressed and stayed away from both startups and wall st.
I lived in SF for a number of years, and the mix of impressive to unimpressive start-ups is fairly similar in both places.
If you can't find anything interesting it's just because you aren't looking.