“When I saw the news I was in London. I could not believe it, it was horrific.
“I know it sounds clichéd but I wanted to send some love out there and the song is all about the things that make the city great.”
The video has attracted more than 200 shares on Facebook and the singer said any profits from downloads of the song will go to the victims of the attack.
Mr Kaye wrote the song with his friend Jon Westall.
He said: “We were working on a cruise ship and missing home and wanted to take people on a tour round Manchester through the song.
“I think the most powerful message from the song is that it reminds you to stay strong and remember who we are. "I like the lyric 'Greater Manchester, greater than we were, how everybody smiles at her. Remember who you are.'”
"It was amazing to see people in Manchester come together after the attack, that is who we are as a city.”
Mr Kaye, who is a member of Yeshurun Hebrew Congregation in Gatley, said the response from people sharing the song has been wonderful and surreal.
“I know someone who works as an usher in the arena and he cancelled his shift that night.
“My brother has an eight year old daughter who could have been there. Luckily she wasn’t, but it does make you think.”