[18] numerically studied the flow of a hybrid nanofluid with an inclined MHD stagnation point flow through a moving stretched cylinder. In this study, he extends the Xue model and Yamada-Ota model for hybrid nanofluid. Using the Runge-Kutta (RKF 4) numerical approach, [PERSON] et al. [19] investigated the steady boundary layer laminar flow of CNTs/(C2H6O2-H2O) nanomaterial hybrid fluid on a porous stretched cylinder with the influence of a magnetic force. In a hybrid nanofluid flow, [PERSON] et al. [20] investigated the stagnation point flow towards a stretching/shrinking cylinder. Alumina (Al2O3) and copper (Cu) were used as hybrid nanoparticles in this study, with water as the base fluid. Stratification is a critical feature of heat and mass transmission that has been researched by a number of scientists. Temperature differences, concentration differences, or liquids with varying densities cause stratification to appear in flow fields. When both heat and mass transport occurs at the same time, double stratification occurs. Some types of stratification include the thermal stratification of reservoirs and seas, estuaries, and ground water reservoirs, the salinity stratification in rivers, and the heterogeneous mixtures in the atmosphere, oceans, and manufacturing and industrial food processes. In the presence of gravity, density differences play an important role in the dynamics and in the mixing of heterogeneous fluids. Thermal stratification in reservoirs, for example, can restrict oxygen mixing to the bottom water, causing it to become anoxic as a result of biological activity. In ponds and lakes, stratification is very significant because it regulates the changes in temperature and concentrations of hydrogen and oxygen in such conditions, which might affect the pace of growth of diverse organisms. As a result, [PERSON] and [PERSON] [21] used the local non-similarity method to solve the governing equations for natural convective flow over a surface in a thermally stratified medium. Using the implicit finite difference method, [PERSON] et al. [22] investigated a mixed convection boundary layer flow near a vertical surface contained in a stable stratified medium. [PERSON] et al. [23] used the Lie group transformation approach to explore the role of thermal stratification on mass and heat transport via a porous vertical stretch sheet. [PERSON] et al. [24] conducted research on Maxwell fluid boundary layer heat and flow transport across an exponentially extending surface with thermal stratifications. The remarkable evaluation of Ag-MgO/Water hybrid nanomaterial liquid flow with triple stratification and a magnetic dipole over a stretched cylinder is an essential focus of the current study. Further, the influence of viscous dissipation, thermal radiation, generalized Fick's law, and partial slip are incorporated. The novelty of the current investigation is the analysis of the Ag-MgO/Water chemically reactive Casson hybrid nanofluid with stratification and a magnetic dipole effect induced by a stretching cylinder. To the best of our knowledge, no previous study has investigated these effects. The numerical solution of the present analysis was integrated through the bvp4c function from MATLAB. The impacts of various parameters are presented through graphs, and quantification of Nusselt number, skin friction, and microorganism number are shown through tables. The existence of the present analysis is seen through previously published results.