Abstract: Platelet adhesion is a key process in thrombosis. Anti-platelet adhesion effect of some Chinese medicines for promoting blood circulation and removing blood stasis (PBCRBS) has been reported, but their relative efficacies as a whole and specific targets remained unclear. This paper combined activity screening, drug compatibility analysis, pathway clustering, target prediction, and molecular docking to explore the mechanism of anti-platelet adhesion by PBCRBS Chinese medicine. Screening the activity of anti-platelet adhesion of 58 commercially available PBCRBS Chinese patent medicines showed that about 50.0% significantly inhibit ADP-induced platelet adhesion in vitro, and about 96.6% significantly inhibit thrombin-induced platelet adhesion in vitro. The animal experiment involved was approved by the Animal Ethics Committee of Tianjin International Biomedical Research Institute. Combined with the auxiliary platform for TCM (V2.0) inheritance showed that the compatibility of Danshen-Chuanxiong was used most frequently among the top 20 active proprietary Chinese patent medicines. IPA network analysis revealed that IL-1, APP and CCL2 might be the key targets for anti-platelet adhesion function of Danshen-Chuanxiong against atherosclerosis, neuroinflammation and chemokine signaling pathways as the main mechanisms. Molecular docking analysis confirmed the interaction between one of the active compounds shared by Danshen and Chuanxiong, i.e. chlorogenic acid, with its target CCL2. This study provides TCM theory guidance and experimental support for targeting platelet adhesion in anti-thrombosis therapy by Chinese medicine for promoting blood circulation and removing blood stasis.