The story
From the shape of its body, which may be seen as resembling either the letter T or a spanner/wrench. Compare its Finnish and Swedish names, ristibarbi and korsbarb, literally “cross barb”, referring to its crucifix-like (thus T-like) form.
Etymology from Wiktionary, CC BY-SA 4.0.