http://mathoverflow.net/questions/430/homological-algebra-for-commutative-monoids
“John, the monoid analogue of a long exact sequence is probably a simplicial monoid that is contractible (as a simplicial set), or something like that.” (James Borger on MO)
nLab page on Monoid