The run time environment your program finds itself in does not include libmpc.so. This is not the Qt library or Cmake's fault.
Check that libmpc is available on your system.
Check that the run environment in Qt Creator on the Projects tab contains what it should, particularly the LD_LIBRARY_PATH if libmpc is not in a system default library location.