The 24-year-old was earlier this summer linked with a £10million move to Tottenham.
Everton have held talks with an agent about a deal for Brown and Celtic defender Stephen McManus, according to the BBC.
Brown joined Celtic for £4.4million from Hibernian in 2007.
