Objectives: To evaluate the evidence supporting the effectiveness and safety of Chinese medicine, including Chuna manual therapy, for the treatment ofosteoarthritis. Methods: We conducted a search of 8 electronic databases(Pubmed, Web of Science, EMBASE, Cochrane Library, CAJ, KISTI, NDSL, and RISS) to find all randomized controlled clinical trials that discuss Chuna manual therapy forosteoarthritis till May 2018. Results: Our inclusion criteria selected 7eligible RCTs involving 633 participants. The meta-analysis of 6 studies showed positive results for the useof Chinese medicine, including Chuna manual therapy, for treating knee osteoarthritis. There was no evidence of worsening symptoms or any adverse events. Conclusions: Our systematic review found favorable evidence regardingthe effectiveness of Chinese medicine, including Chuna manual therapy, for treating knee osteoarthritis. However, our systematic review had several limitations owingto the low quality of original articles andadditionalclinical trials would be necessary for stronger evidence.