Hello Anirban,
First check if WEBGUI service works fine .
Go to tcode SICF->enter service name WEBGUI and execute. Then right click on WEBGUI service and select Test service. If the same message is displayed then as @Jorge_Ocampos_Benito mentioned
deactivate the maintenance mode in backend system.
Regards,
Ashik