The 40-year-old is due to appear at Glasgow Sheriff Court tomorrow.
Police raced to the Gala Casino in Glassford Street, following reports that a man was in possession of a firearm.
The incident took place at around 2.35pm today.
Police Scotland confirmed that a man had been arrested and was being held in custody.
A report will be sent to the procurator fiscal.