Doing research for a pitch I found the USDA National Nutrient Database.  I haven’t found an elegant API for it, but at the very least you could use curl and screen scrape what you need.  But wow, it’s deep.  A great resource for providing data for a health related site.  It looks like you can download the database whole and implement it locally.