Deburring tool for performing non-abrasive deburring of metal parts and other rigid components undergo deburring (20). Deburring tool (20) is formed to engage the particular surface of the workpiece (10), and, deburring material made of frizzy soft ordinary surface fastener member "female" loop halves having stretched portions (24) on the surface. Female loop half of the surface fastener member is a non-abrasive, further are very effective small burrs and shavings (15) for removing from the metal part (10). In a preferred form, the deburring tool (20) forms a deburring groove or track (26) having two sides, a hose connector block with the track, the recessed surface (14) which requires deburring ( it can be passed through components such as 10). On both sides of the groove (26), female loop half of the hook-and-loop fastener as deburring base material (24) it is established.