This study compared the rhizosphere microbial communities of two closely related Monotropastrum species (M. humile, Mh; and M. humile var. glaberrima, Mhg) and identified key soil factors associated with their assembly. Bacterial and fungal communities were profiled by Illumina high-throughput sequencing, and soil physicochemical properties were assessed across multiple sites in Zhejiang Province, China. The bacterial communities of both species were dominated by Proteobacteria and Acidobacteriota at the phylum level, while the dominant fungal groups belonged to Ascomycota and Basidiomycota. The two plants shared several dominant bacterial genera, including Serratia, Burkholderia-Caballeronia-Paraburkholderia, and Bradyrhizobium, as well as common dominant fungal genera such as Saitozyma and Podila. Despite these similarities, species-specific enrichment patterns were observed. The rhizosphere of Mhg contained higher abundances of Acidothermus and Lactarius, whereas Mh preferentially enriched Cedecea, Klebsiella, and Russula. Bacterial communities were shaped by pH, soil organic matter (SOM), available potassium (AK), and available phosphorus (AP), whereas fungal communities were primarily influenced by pH, alkali-hydrolyzable nitrogen (AN), and SOM (p < 0.05). These results suggest that both host identity and soil properties contribute to rhizosphere microbial assembly, with clear host-associated differentiation in microbial communities. Notably, the identified host-associated microbial taxa, particularly key mycorrhizal fungi, may serve as potential microbial inoculants, providing new opportunities for the conservation and cultivation of mycoheterotrophic plants.