Security officials are saying that the vehicle was discovered from the vicinity of the 8th police district of the city.
According to the officials, the militants had stored around 2 tons of explosives inside the Mazda type vehicle and were looking to carry out an attack in an unknown location in the city.
The anti-government armed militant groups including the Taliban insurgents have not commented regarding the report so far.
This comes as reports emerged on Monday suggesting that a vehicle packed with explosives has been discovered from an area close to the embassy of Russia.
The latest reports regarding the prevention of the deadly attacks emerge days after the Taliban group carried out a series of deadly attacks in Kabul and other parts of the country.
Scores of people lost their lives while hundreds more were wounded in the attacks which sparked furor and anger against the Taliban group.