The present invention provides indazole derivatives or their pharmaceutically acceptable salts or stereoisomers having the structure shown in formula (I), and their pharmaceutical compositions and applications thereof. Such compounds can be used as protein kinase inhibitors, which can effectively inhibit the activity of tropomyosin receptor kinase (TRK) protein kinase and can inhibit the proliferation, migration and invasion of a variety of tumor cells.