The main RuneScape Wiki has an article on: Rusty sword
The Old School RuneScape Wiki also has an article on Rusty sword.

Rusty swords are found by digging level 1 sites in the Digsite.

If used on Archaeological expert he will say: "Oh, its very rusty isn't it? I'm not sure this sword belongs here. It looks very out of place..."

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