Pictures from the stop, which happened at around 12.30am on Sunday morning (September 3), showed officers searching the dark-coloured vehicle.
All the doors had been opened by the officers, along with the bonnet and the boot.
READ MORE: No arrests in connection with St Aldates stabbing
A man could be seen in handcuffs, flanked by two police officers, by the bus stop outside G&Ds café.
Thames Valley Police has been approached for comment.
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