Illegal chemicals, which could cause unpredictable side effects, may be added into traditional Chinese medicine (TCM) for a rapid healing effect. In this report, a surface-enhanced Raman scattering (SERS) analysis method for five kinds of illegally added drugs (rosiglitazone maleate, phenformin hydrochloride, metformin hydrochloride, pioglitazone hydrochloride and sibutramine hydrochloride) in Chinese traditional patent medicine (CTPM) has been demonstrated, including simultaneous detections of drug mixtures with CTPM. Silver colloidal, prepared by a sodium citrate reaction, was used as a SERS substrate. The optimum pH condition for each drug has also been explored because of its combined effect on protonation, surface charge, repulsion of an analyte and nanoparticles. Furthermore, the simultaneous detection of two or three kinds of these chemicals has been carried out. Characteristic peaks are employed for qualitative analysis. This is the first research using SERS for the analysis of drug mixtures in CTPM without any separation process.