If I understand you correctly then it's very simple:
1) Download portableRDP5;
2) Create via this tool the connection file, preserving the password.
3) Place the file in startup.
4) optionally add a script that will kill all the processes mstsc.exe in 20 seconds after switching on.
Thus, for any number of users can log in.