Driving Directions & Map Hickory Horse Hut is conveniently located on Highway 321 North. On the edge of the Hickory city limits, we are easy to access from I-40. We are a short jaunt down from the local mountains. Driving Directions From I-40 - Take exit 123 (Hwy 321) north towards Lenoir. Continue on Hwy 321 approx. 4 miles and you will cross the "Catawba River" bridge. We are located 8/10ths of a mile past the bridge on the right hand side of the road, just past Wonderland Books and Connect. Heading North on Hwy 321 - cross over the "Catawba River" bridge. We are located 8/10ths of a mile past the bridge on the right hand side of the road, just past Wonderland Books and Connect. Heading South on Hwy 321 - We are south of Granite Falls located on the east side of Hwy 321 just past Alex Lee Blvd. (where you turn to MDI.) You will have to go to the first left turn lane and make a U-turn to get access to our parking lot. For exact driving directions to the store from your location, visit Mapquest. Address 4994 Hickory Blvd. Hickory, NC 28601