Goals from Daniel Armstrong and Declan McManus had the Staggies 2-0 up after 37 minutes but Anton Dowds quickly pulled one back for the visitors.
County held on to reach the final for the fifth time and Stuart Kettlewell and Steven Ferguson’s side will now face Connah's Quay Nomads or Edinburgh City next month.
