Server Computers

Technically yes. Depends entirely what you want to do with the server, though..

File Server? FTP Server? Web server? Mail server?
 
Yep, a regular desktop (with a regular OS, even) would work. FTP or VPN + Samba would work for that just fine.
 
A dual core would be fine.

I have a Pentium 4 with 4GB RAM on Windows Server 2008 R2 running as a file server /FTP server/webserver/SVN repository right now that's sitting in my closet. Whenever I need access to it, I just remote into it.
 
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