The pop babe - who recently gave birth to the couple's first son Sean Preston - decided to give her marriage another chance after a series of blazing rows.
Onlookers say the pair were romantically entwined at Los Angeles swanky La Piazza restaurant.
One source revealed: "As they kissed it was hard to believe they were so close to splitting recently."
Another source added: "They had a lovely time and left with their arms round each other."
The news will disappoint many Britney fans - who are urging her to get a divorce.
Some of the singer's admirers have launched a website to make her dump Kevin.
DivorceKevin.com includes a petition begging the young mother to come to her senses and divorce Kevin.
A statement on the website reads: "Are you sick of seeing the train wreck that is Britney and Kevin? Sign the K-Fed Up Petition and help Britney remove the boil that is Kevin from herself and her payroll."
So far over 2,000 people have added their name to the petition.
The Canadian Press BANG Media International
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