We aims to explore the associated factors of intrinsic capacity (IC) levels and subtypes in middle-aged and older patients after percutaneous coronary intervention (PCI). The patient health questionnaire-9 (PHQ-9), the mini-mental state examination (MMSE), the short physical performance battery test (SPPB), and the mini-nutritional assessment short form (MNA-SF) were utilized for assessing IC domains. Both aural and visual were self-reported. The study employed latent class analysis (LCA) to investigate the diverse IC subtypes. Logistic regression analyses were used to identify the impact factors of IC levels as well as IC subtypes. We found that 318 middle-aged and older patients who had undergone PCI completed the assessments. Logistic regression results indicated that age, gender, occupation, comorbidity index (CCI), chronic disease resource utilization, multiple coronary artery lesions, and hs-CRP are implicit factors of IC levels. The findings of LCA suggested that three heterogeneous IC subtypes were identified: 47.8% poor audition-vision group (class 1), 38% high cognition-psychology group (class 2), 14.2% low locomotion-vitality group (class 3). Education, exercise frequency, cardiac function, drinking, NT proBNP, and cTnI could affect the IC subtype classification. In conclusion, the determinants of IC levels in middle-aged and older adults after PCI still require more empirical investigation. For targeted intervention, the examination of IC subtypes may bring benefits.