VCU's Reaxys subscription is now integrated with Reaxys Medicinal Chemistry. The combined interface allows users to search for compounds structurally similar to those with known bioactivity and to find synthesis routes for structure optimization.
Aside from being useful for locating research articles in all areas of chemistry, it has property and reaction information for molecules and allows you to search by structure.