Topologically crosslinked polymers with rotaxane structures at the crosslinking points (rotaxane-crosslinked polymers, RCPs) have attracted great interest experimentally and theoretically. This focus review describes recent progress concerning the synthesis and applications of RCPs via four strategic approaches. Related research topics and further perspectives on RCPs are also discussed.