There is Native Sun- one location on San Jose and there is at least one other location, but I cannot remember where it is now.
Also the Granary on Kingsley Avenue in Orange Park.
There is (or used to be) a produce market in Hemming Plaza every Friday, and every Saturday there is a market that sets up beneath the Fuller Warren Bridge. You might find organic produce there.
Of course the best option is to grow your own.