Two teenage boys are in hospital with stab wounds following an alleged brawl involving a screwdriver and possibly a machete at the Broadmeadows Railway Station in Melbourne's north on Wednesday.

Police said there were multiple calls to triple-0 after an altercation broke out between two groups just after 3pm.

Officers attended and found two 17-year-old boys with stab wounds.

They were taken to hospital with non-life-threatening injuries, with one of the boys undergoing surgery today.

A screwdriver was found at the station that police alleged was used to stab one of the victims.

A police spokesperson said witnesses also described seeing other weapons, including a machete, but nothing else was found at the scene.

Detectives went to the nearby Glenroy Railway Station where they arrested

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