Since the file compiled by Stepstools was not there anymore (Well was obvious, just see the date...). I had to compile it myself.
Here, the result for anyone who would like to try this software:
http://cl.ly/2F1i0T1b443VCompiled on Ubuntu 14.04 x64.
When i tryed to install it via Ubuntu Software Center a warning dialog appeared saying something about that my package is of bad quality and stuff. Just clicked "Ignore and install" and everything is going smooth. Hope it works the same for you too.
You can still run it via terminal "remotepad".
Cheers!