The idea of such a document, likely to be a certificate, would be to permit those who have been vaccinated to travel freely within the EU.
The proposal was put forward during a virtual discussion between EU leaders.
But a vaccine passport faces opposition from some of the bloc's 27 member states.
France and Germany say such documents could be premature because data on the efficacy of vaccines in preventing a person from carrying or passing on the virus is incomplete.