Long-term frequency stabilizatisn of a single longitudinal mode (SLM) external cavity semiconductor laser has been demonstrated by using multisegment composite-cavity configuration and automatic frequency control loop with feedback to external cavity length. The time period of free mode-hopping SLM operation has been observed to be more than 24 hours with frequency shift of about 28MHz and linewidth of less than 200KHz.