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Scanning probe techniques now resolve and control single-molecule spin states, their coupling to substrates and emergent many-body phenomena, including the Kondo effect and Yu\u2013Shiba\u2013Rusinov states. This review summarizes recent progress in combining molecular design, adsorption geometry and interfacial hybridization to create measurable spin anisotropy, excitations and correlations. We first recall the fundamentals of spin formation and surface-induced modifications, then survey key methodologies such as scanning tunneling microscopy, inelastic tunneling spectroscopy, pump\u2013probe protocols, functionalized and superconducting tips, and magnetic exchange force microscopy. Case studies span single-ion magnets, metal-free Kondo-active molecules, molecular magnets on superconductors, and coupled spin architectures assembled by on-surface synthesis. Across these examples, we distill design rules for tuning exchange, anisotropy and charge transfer at the molecule\u2013surface interface. We conclude with open challenges\u2014reproducibility, room-temperature stability and multiscale theory\u2014and outline opportunities in van der Waals integration, ultrafast spin dynamics and data-driven spectroscopy, charting a path from single-molecule experiments to programmable molecular spin devices.<\/jats:p>","DOI":"10.1093\/nsr\/nwag109","type":"journal-article","created":{"date-parts":[[2026,2,23]],"date-time":"2026-02-23T12:22:27Z","timestamp":1771849347000},"source":"Crossref","is-referenced-by-count":7,"title":["Magnetic properties of molecules on surfaces studied with scanning probe methods"],"prefix":"10.1093","volume":"13","author":[{"given":"Chao","family":"Li","sequence":"first","affiliation":[{"name":"Institute of Atomic Manufacturing, Nanjing University , Nanjing 210089 ,","place":["China"]},{"name":"Nanjing Institute of Atomic-Scale Manufacturing , Nanjing 211800 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Caimei","family":"Gong","sequence":"additional","affiliation":[{"name":"Nanjing Institute of Atomic-Scale Manufacturing , Nanjing 211800 ,","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alexander","family":"Weismann","sequence":"additional","affiliation":[{"name":"Institut f\u00fcr Experimentelle und Angewandte Physik , Christian-Albrechts-Universit\u00e4t, Kiel 24098 ,","place":["Germany"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6266-6551","authenticated-orcid":false,"given":"Fengqi","family":"Song","sequence":"additional","affiliation":[{"name":"Institute of Atomic Manufacturing, Nanjing University , Nanjing 210089 ,","place":["China"]},{"name":"Nanjing Institute of Atomic-Scale Manufacturing , Nanjing 211800 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