What is the best ways to call them? I didn't find any CPAN module for calling external CGI scripts.

Don't call them :) let them be cgi scripts and simply redirect

Or CGI::Emulate::PSGI / CGI::Compile...

Or WWW::Mechanize or Capture::Tiny or clarify question :)