Police said the petrol bomb thrown at the property did not ignite.
Chief Inspector Hutchinson said: “This is being treated as a racially motivated hate crime, and I want to send a strong message to those who carried this out, that this type of activity will not be tolerated and any reports of hate crime are taken very seriously.
“I am appealing to anyone with any information or footage that could assist with enquiries to come forward and help to identify those responsible and put them before the courts.”
The founder of a Islamic centre claimed that the overnight attack has left his community worried and nervous but he defiantly declared he would not leave the town.
Abdul Rob stated that four generations of his family have used the centre.
Speaking to News Northern Ireland, he said: "This is our country, we’re going to stay there, why are we going to go,"
Social Democratic and Labour Party MP Claire Hanna described the attack on a place of worship as "beneath and below contempt" and that it would not be tolerated in Northern Ireland.
MLA Deirdre Hargey described the attack as "disheartening".
She added: "We need to show that if they carry out these actions then we will go after them."
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It comes as police said several protests in Belfast city passed off without incident on Friday evening, however, police said they are investigating a number of overnight reports of damage to property and vehicles.
Cars were set alight in Tavanagh Street and Sandhurst Gardens in Belfast and police said both incidents are being treated as racially motivated hate crimes.
The rear door of a restaurant on Ormeau Road was also kicked with racial slurs shouted at the workers inside.
Five people were arrested on Friday.
A 22-year-old man was arrested following Friday’s protests in Belfast accused of throwing a bottle at a police vehicle.
He will appear in court on September 6 charged with offences including disorderly behaviour and criminal damage.
A 51-year-old man also arrested following the city centre protest activity has also been charged with disorderly behaviour and will appeared in court on Saturday.
Two teens arrested in Derry
Meanwhile, two 14-year-old boys were arrested in Derry.
The arrests came after a number of petrol bombs were found by police in the vicinity of Spencer Road.
One teenager was charged with possession of petrol bomb in suspicious circumstances, while the other teenager was charged with possessing articles for use with petrol bombs.
Both appeared before a special sitting of Dungannon Magistrates’ Court on Saturday.
A 37-year-old man who was arrested in Portrush on suspicion of intentionally encouraging riot in relation to online activity remains in police custody.
Police have also arrested a 48-year-old man in the Belfast area.
The man, who was arrested on suspicion of intentionally encouraging riot, remains in police custody.
Investigation in disorder
Separately, Police in south Belfast, investigating disorder in the vicinity of Broadway Roundabout, on July 15 and 16, arrested a 14-year-old boy on suspicion of riot and possession of an offensive weapon. He is currently in custody assisting officers with their enquiries.
Temporary Assistant Chief Constable Melanie Jones said: “We continue to investigate all reports made to us in relation to the recent disorder on our streets and we will be making further arrests.
“The outpouring of support from our communities for their neighbours who have chosen to make Northern Ireland their home has been heartening, and more accurately reflects the views of most of the citizens of Northern Ireland.
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“We will continue to have a significant visible policing operation in place across Northern Ireland over the weekend to ensure our communities are kept safe.”
It comes as thousands of people took to the streets of on Saturday in an anti-racism demonstration.