The fix was to delete this folder
C:\Users\MyUserName\AppData\Local\Microsoft\Team Foundation\7.0\Cache
The Team Foundation folder had two subfolders, 7.0 and 6.0. I tried deleting the Cache folder from both, only 7.0 fixed it. I'm guessing these are Visual Studio versions.