Carbapenem-resistant Klebsiella pneumoniae (CRKP) is a major challenge for clinical management worldwide with limited antimicrobial options. Phages are considered an alternative option. Here, we isolated and identified a phage able to lyse ST11-K64 CRKP, the major type in China. This phage has a narrow host range, only lysing ST11-K64 CRKP, and inhibits the growth of host strains for 3 h forming large clear plaques (3.0 to 6.0 mm in diameter) with a surrounding halo. This phage exhibited excellent stability in different temperatures and pH and did not contain any virulence, lysogenic, antimicrobial resistance genes nor tRNA, meeting the criteria for phage therapy. Genomic analysis revealed that it represents a novel species of the genus according to ICTV standards. However, phage-resistant bacterial mutants emerged after 4-h exposure. Compared to the parental strain, phage-resistant mutants showed nonmucoid appearance and exhibited significantly reduced virulence for Galleria mellonella larva. Three randomly selected phage-resistant mutants were genome sequenced. Interruption of capsular polysaccharide biosynthesis-associated gene or by IS alone or an IS-formed composite transposon was identified. Interruption of is a known phage resistant mechanism, while that of is not. By complementing the intact , the phage susceptibility was restored, confirming the role of interruption in phage resistance. This highlights that alteration in the capsular polysaccharide biosynthesis gene cluster, which could be due to transposable elements, is a major mechanism for resistance to phages in CRKP. Noncapsule-targeting phages may be combined for improving phage therapy against CRKP. Phage therapy is an alternative approach against multidrug resistant microorganisms such as carbapenem-resistant Klebsiella pneumoniae (CRKP), which represents a major challenge for treatment due to very limited options of antimicrobial agents. For optimizing phage therapy, more new lytic phages are needed. Here, we isolated and characterized a phage of a novel species able to rapidly lyse a major type of CRKP without carrying any virulence, lysogenic, antimicrobial resistance genes. This phage is therefore suitable for clinical treatment. However, phage-resistant mutants of CRKP strains were observed after exposure. We found a new mechanism, i.e., interruption of a capsular polysaccharide biosynthesis gene by an insertion sequence-formed composite transposon. Our study demonstrates the capsular polysaccharide biosynthesis gene cluster as a major source of resistance to certain lytic phages in CRKP. This requires more studies to counter phage resistance. Our studies also highlight the critical role of insertion sequences in phage resistance.