Or, to put it another way, where is SqlStudio.bin for SQL Server 2012? It doesn't seem to be in the place that would be expected by looking at this other SO question.
As of SQL Server 2012 you no longer have to go through the hassle of deleting the bin file (which causes other side effects). You should be able to press the Delete key within the MRU list of the Server Name dropdown in the Connect to Server dialog. This is documented in this Connect item and this blog post.
To be clear, since a couple of people seemed to have trouble with this for months: You need to click on the Server name:
dropdown, and down-arrow or hover with your mouse until the server you want to remove is selected, and then press Delete. In this screen shot, I'm going to press Delete now, and it will remove the server ADMIN:SHELDON\SQL2014
from my MRU list. Note that because I merely hovered with my mouse, this is not even the server that is showing in the Server name:
text box.
Note that if you have multiple entries for a single server name (e.g. one with Windows and one with SQL Auth), you won't be able to tell which one you're deleting.