Virtual Private Servers are usually installed with the minimum required software. More often than not this means Bash auto-completion isn’t enabled, which is a tad bit annoying as it slows down navigation.
To fix this you can install the bash-completion package. Like so:
$ sudo apt-get install bash-completion