Music content needs to draw nutrients from excellent regional culture, and excellent regional culture needs to be carried forward through music, so the integration of intercity culture and Xinjiang music is in line with the development and inheritance of music culture. This paper briefly introduces the analysis model of the SCP paradigm and the music recommendation algorithm improved by K-Means and Canopy clustering algorithms and analyzes the integration of intercity culture and Xinjiang music in the context of “One Belt One Road” based on the SCP model and the improved algorithm. The analysis shows that music lessons incorporating intercultural culture account for about 25% of the lesson time in Xinjiang’s primary and secondary school music curriculum, and in 2013, the content of Xinjiang’s local music culture at the junior high school level accounts for more than 35% of the total lesson time in the music curriculum. Intercultural culture and Xinjiang music are gradually merging, and music education will play a large role in further educational reform in terms of cultural transmission and integration.