T cell receptor (TCR) is an integral part of T cell recognition antigen, and the sum of TCR of all T cells in an individual is called the TCR repertoire. Understanding the composition and characteristics of the TCR repertoire in healthy and pathological state helps us to gain an insight into adaptive immunity. At present, many analysis tools for high-throughput data have been developed, including basic composition analysis and downstream function analysis. The database of antigen-specific T cells established by researchers is fundamental to clinical research. The analysis of the functional characteristics of the TCR repertoire is critical to the understanding of TCR repertoire. However, the existing downstream analysis tools still requires further application and verification. This paper reviewed several commonly used TCR repertoire analysis tools, which hopefully can provide a reference for non-bioinformatics researchers in choosing analysis tools.