The Chocolatey package manager supports silent installations via the command below. It doesn't seem to have an uninstall command.
cinst install packagename
Is there a way to uninstall an application via Chocolatey?
As I answered here, you can use
cuninst packagename
to uninstall a package.
Details can be found at Uninstall Command.
Edit: For new versions, should use choco uninstall packagename
.