The former Sevilla striker has offered to lend his support to a disabled Muslim man who cannot afford to pay for his extra care during Ramadan
Imraan Adam, 26, suffers from Cerebral Palsy and needs support to help him eat, drink and pray in the early hours of the morning before fasting.
Mr Adam, who recently obtained a first-class journalism degree from the University of Derby, needs an additional two hours of care which would cost Derby City Council a reported extra £30 a day - a sum which they claim they cannot afford.
Kanoute, 35, who plays for Beijing Guoan, hearing of the news tweeted on Monday: "I need contact of br Imraan Adam from Derby. I want to pay for his extra care during Ramadan to help him fast."
Mr Adam already receives about £2,000 in support but told the BBC: "I can't do anything with my hands and I need to be physically fed. It means I have to come up with the money myself - or I can't fast."
Observing Ramadan is considered one of the five Pillars of Islam and only in special circumstances can Muslim adults be excused from fasting.
However, Councillor Mark Tittley told the BBC: "Given the extremely challenging financial position the council is in, and the substantial level of support Mr Adam already receives, it has not been possible to offer this extra support again this year.
"There is capacity in the support currently in place to adjust the timing and/or duration of calls to support the changing pattern of his day when observing Ramadan."
Mr Adam and the council are due to meet on Tuesday to discuss arrangements.