To remove your server's password, you will need to do the following:

Step 1: Open the Commandline Manager.

Step 2: Edit your custom Commandline (just click on it).

Step 3: Empty the text field so that it is blank.

Step 4: Save the command line and ensure that it is selected (right-hand side of Commandline Manager, Select button)