There's an official self-host open source version as well ( the one you linked is unofficial), but it's rather heavy ( multiple .NET services, MS SQL) and not adapted for small scales.
Unofficial server so you probably should avoid the web application (or build it yourself from official sources). In theory it could contain malicious code that leaks your password.