Citric acid.
I table spoon per litre of water.
It is slow, but works well. Just don't try it with non ferrous metals.
The steel may turn black, this can be removed with a wire brush, wire wool or in some cases a pressure washer.
This will seep into all the nocks and crannies of the part and...