The fluffy moggie, with distinctive black and white markings, failed to return to Abbey and her footballer husband Peter’s new home in North London on Monday.
Taking to Twitter to keep fans updated on the whereabouts of Maggie, who went missing four days ago, she wrote: ‘Still missing, totally devastated.’
Devastated: Abbey Crouch has been left distraught after her cat failed to return home on Monday
The model, who has a place on the upcoming series of Strictly Come Dancing, added: ‘Sooo upset over my little Maggie just want her home!’
On Wednesday the couple upped their game in their hunt to find Maggie, getting Animal Search UK involved.
Abbey tweeted: ‘So got @animalsearchuk looking for my maggie fingers crossed they help me find her #comehomemaggie.’
New home: The cat may have got confused as the Crouch family have recently moved to North London
Earlier this year, comedian Alexi Sayle, who lives close by, appealed for help after his cat Wilf Mbanga went missing and was later reunited with his pet.
Unfortunately Spice Girl Emma Bunton wasn’t so lucky when her Labrador Phoebe went missing in February and was found dead a few days later after a huge search party was launched.
The RSPCA has reported a 13% rise in the number of cats going missing in June, July and August compared to the winter.
The charity said the higher than normal temperatures and lighter evenings have sent moggies prowling further afield.
England international Crouch, who plays up front for Premier League club Stoke City, married Abbey in 2011.
The 6ft 7ins striker, 32, was recently photographed with the pretty blonde enjoying a day out at London Zoo, close to their new mansion in Belsize Park.
The couple, who have a daughter Sophia, previously lived in Cheshire, although Crouch will remain there the majority of the time during the new season.
It’s thought Abbey could receive anything up to £75,000 for appearing on the BBC's hit celebrity dancing competition, while Crouch is thought to earn around £80,000 a week.