Using the current version of the launcher (v1), it does not automatically add the server to the "Multiplayer" list in the menu. This means that if you disconnect, you won't be able to rejoin.

Add the server address: play.nothrottle.com in your server list to rejoin.

It is common to be disconnected when joining for the first time in a day.