- Go to the Git Perspective -> Expand your Project -> Expand Remotes -> Expand the remote you want to save your password.
- Right-click on the Fetch or Push -> Select Change Credentials...
- Enter username and password -> Select Ok
This is the workaround I've found to work. It's a bit manual for each Git project, but it works ^_