Thanks Gabi, I will search for that
To be clear to spend funds you need the private key not just the address (which is public knowledge). So the command you are looking for is to import a private key.
The address is on paper and I want to enter that address in the Qt wallet in order to get its associated bitcoins. So, I am receiving not spending I guess.