BoltDepot.com sells a huge variety of fasteners which can be useful in hardware projects. One of the resources they provide is a Illustrated Guide to Fasteners. This is a great way to find the name of the screw or bolt you need to hold your hardware projects together. A printed copy is going into my toolbox.
PDF available from BoltDepot.com