Chlamydia trachomatis is the causative agent of most prevalent bacterial sexually transmitted infection globally. Whole-genome sequencing is essential for molecular Chlamydia surveillance; however, its application is hampered by the pathogen's low abundance in clinical specimens and the expensive, labor-intensive nature of existing enrichment methodologies for Chlamydia.We developed a targeted whole-genome amplification tool termed SWTICH, by integrating phi29 DNA polymerase-mediated amplification with meticulously designed primer sets to enrich Chlamydia trachomatis genome, followed by whole-genome sequencing. This method underwent evaluation through testing synthetic and clinical specimens.SWITCH demonstrated robust ability to achieve up to 98.3% genomic coverage of Chlamydia trachomatis from as few as 26.4 genomic copies present in synthetic specimens and exhibited excellent performance across diverse Chlamydia trachomatis serovars. Utilizing SWITCH, we directly generated 21 Chlamydia genomes from 26 clinical samples, enabling us to gain insights into the genetic relationships and phylogeny of current Chlamydia strains circulating in the country. Remarkably, this study marked the first instance of generating Chinese Chlamydia genomes directly from clinical samples.SWITCH represents a practical, cost-efficient approach to enrich Chlamydia genome directly from clinical specimens, offering an efficient avenue for molecular surveillance of Chlamydia.© The Author(s) 2024. Published by Oxford University Press on behalf of Infectious Diseases Society of America. All rights reserved. For commercial re-use, please contact reprints@oup.com for reprints and translation rights for reprints. All other permissions can be obtained through our RightsLink service via the Permissions link on the article page on our site—for further information please contact journals.permissions@oup.com.