Mr Stewart hasn't been out to gather fruit yet but is setting up his first pick with the help of volunteers.
Once locals get wind of the concept, Mr Stewart is expecting to be busy picking. He said he would donate the fruit to the Foodbank, Salvation Army or other charities that could pass it on to needy families.
"It's feijoa season coming up ... and I really hope we can get this moving because it's a really good way to help others," he said.
The Community Fruit Tauranga Facebook page is liked by about 50 people and has generated positive responses from locals.
Ohauiti woman Rachelle Mann said she "loved the idea" and was keen to be involved.
Mr Stewart said the response from the community was encouraging.
He also said he was willing to travel all over the Western Bay to pick fruit for charity.
If you are keen to help, you can contact Mr Stewart on the Community Fruit Tauranga Facebook page.
"This is only the beginning and we've got a long way to go ... but I really hope we can get somewhere with this.
"This is just one way I can do my bit for the community and help pass it on to others."