An elderly couple who sparked grave fears after leaving their Melbourne retirement village have been found safe.

The daughter of a couple in their 80s who disappeared in Melbourne has made an emotional appeal as fears grow for their wellbeing.

An elderly husband and wife who sparked a major police search after running away from their nursing home have been found 170 kilometres away from Melbourne.