diff --git a/Project.toml b/Project.toml
index 7ba178c10..aae8ecc4d 100644
--- a/Project.toml
+++ b/Project.toml
@@ -48,6 +48,10 @@ Unicode = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
 [weakdeps]
 StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
 Turing = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
+Mooncake = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
+
+[extensions]
+MacroModellingMooncakeExt = "Mooncake"
 
 [compat]
 ADTypes = "1"
diff --git a/ext/MacroModellingMooncakeExt.jl b/ext/MacroModellingMooncakeExt.jl
new file mode 100644
index 000000000..17a42e0e9
--- /dev/null
+++ b/ext/MacroModellingMooncakeExt.jl
@@ -0,0 +1,24 @@
+module MacroModellingMooncakeExt
+
+using MacroModelling
+import Mooncake
+import Mooncake: @from_rrule, DefaultCtx
+
+@from_rrule DefaultCtx Tuple{typeof(calculate_first_order_solution), Vararg{Any}} true
+@from_rrule DefaultCtx Tuple{typeof(calculate_second_order_solution), Vararg{Any}} true
+@from_rrule DefaultCtx Tuple{typeof(calculate_third_order_solution), Vararg{Any}} true
+@from_rrule DefaultCtx Tuple{typeof(solve_sylvester_equation), Vararg{Any}} true
+@from_rrule DefaultCtx Tuple{typeof(solve_lyapunov_equation), Vararg{Any}} true
+@from_rrule DefaultCtx Tuple{typeof(find_shocks), Vararg{Any}} true
+@from_rrule DefaultCtx Tuple{typeof(calculate_inversion_filter_loglikelihood), Vararg{Any}} true
+@from_rrule DefaultCtx Tuple{typeof(run_kalman_iterations), Vararg{Any}} true
+@from_rrule DefaultCtx Tuple{typeof(mul_reverse_AD!), Vararg{Any}} false
+@from_rrule DefaultCtx Tuple{typeof(sparse_preallocated!), Vararg{Any}} true
+@from_rrule DefaultCtx Tuple{typeof(calculate_second_order_stochastic_steady_state), Vararg{Any}} true
+@from_rrule DefaultCtx Tuple{typeof(calculate_third_order_stochastic_steady_state), Vararg{Any}} true
+@from_rrule DefaultCtx Tuple{typeof(calculate_jacobian), Vararg{Any}} false
+@from_rrule DefaultCtx Tuple{typeof(calculate_hessian), Vararg{Any}} false
+@from_rrule DefaultCtx Tuple{typeof(calculate_third_order_derivatives), Vararg{Any}} false
+@from_rrule DefaultCtx Tuple{typeof(get_NSSS_and_parameters), Vararg{Any}} true
+
+end