Qaleh-ye Maraghush () is a village in Guney-ye Gharbi Rural District of Tasuj District in Shabestar County, East Azerbaijan province, Iran.
At the time of the 2006 National Census, the village's population was 271 in 56 households. The following census in 2011 counted 306 people in 69 households. The 2016 census measured the population of the village as 214 people in 64 households.