The 38-year-old has taken Ipswich from League One to the Premier League in two seasons.
Brighton are pushing hard to land McKenna - who is also on Manchester United's radar, if Erik ten Hag is sacked.
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Now BBC Sport is reporting that McKenna is no longer relevant for Chelsea.
McKenna was an early favourite for the job, but is not among the final candidates.