Sumatra has a command line interface and a web interface, but does not currently have a graphical desktop client.
We will probably write one at some point, but we hope that other people will also write their own, building on top of the tools and functionality provided in the Sumatra package.
The reason we hope for multiple desktop clients is that everyone has their own preferred workflow, and it seems unlikely that one graphical interface will work equally well for everyone.