Naturally, you want to get the best deal for the least amount of money. This holds true for mortgage rates as well.
A lower interest rate means a lower monthly mortgage payment, which can save you money in the long run. Also, it is easier to qualify for a lower payment than a higher one.
You basically have two routes to finding the best rate. The first is to do all the research on your own. The second is to use a mortgage broker.