The 'In The Morning' rockers are huge fans of the former Oasis star and would love to team up with him as they think he'd bring a different sound to their LP.
Guitarist Bjorn Sten Agren said: "I'd be interested in hearing a Noel solo album. He's got a better voice than his brother Liam. Maybe we should get Noel to produce the new Razorlight album? We're looking for a producer. We need some Northern credibility!"
Noel quit Oasis last month after a furious row with sibling Liam, who is the group's frontman, seemingly ending the band's 16-year career.
It was recently reported Noel will join Kasabian on their forthcoming tour.
Kasabian frontman Tom Meighan said: "We've got our arena tour in November. Noel will be calling us up nearer the time for sure saying, 'Guys, I'm going to come perform with you on tour.'
"He's a performing machine, and loves playing live so he jumps at the opportunity whenever he can join us."
Tom also revealed the band may also record a track with Noel in the future.
He said: "We'd love to do a track with him - never say never. But at the moment he's concentrating on his solo stuff and we're busy as ever."