They are part of a group of 20 scholarship students and family who were in Fiji to study.
The head of Tokelau's public service said they tried to repatriate them but most were now stranded in Fiji and New Zealand because of the Covid-19 lockdown.
Aukusitino Vitale said 14 of the students were currently in quarantine in Auckland.
Mr Vitale said a public servant who was on a training course in Fiji was also now isolated in Wellington.
He said five of those stranded in Fiji belong to one family.