The calculated distance (air line) between Khairāgarh and Agra is approximately 21 miles respectively 33 kilometers.
By car or train, the actual journey to Agra is certainly longer, as only the direct route (as the crow flies) between Khairāgarh and Agra has been calculated here.
Air line (approximately)
33 kilometers
18 nautical miles