The Blues lost the race for Robinho in the summer, after Manchester City made a British record £32.5million move for him.
Scolari told Brazilian daily O Globo: “I am sure that Robinho would be the best player in the world if he came to play at Chelsea.
“The Chelsea doors are always open to him.”