diff --git a/Project.toml b/Project.toml
index d46130e3..b430a5fa 100644
--- a/Project.toml
+++ b/Project.toml
@@ -16,6 +16,7 @@ DataInterpolations = "82cc6244-b520-54b8-b5a6-8a565e85f1d0"
 LogExpFunctions = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
 NNlib = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
 NaNMath = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
+RecursiveArrayTools = "731186ca-8d62-57ce-b412-fbd966d074cd"
 SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b"
 
 [extensions]
@@ -24,6 +25,7 @@ SparseConnectivityTracerLogExpFunctionsExt = "LogExpFunctions"
 SparseConnectivityTracerNNlibExt = "NNlib"
 SparseConnectivityTracerNaNMathExt = "NaNMath"
 SparseConnectivityTracerSpecialFunctionsExt = "SpecialFunctions"
+SparseConnectivityTracerRecursiveArrayToolsExt = "RecursiveArrayTools"
 
 [compat]
 ADTypes = "1"
@@ -35,6 +37,7 @@ LogExpFunctions = "0.3.28"
 NNlib = "0.8, 0.9"
 NaNMath = "1"
 Random = "<0.0.1, 1"
+RecursiveArrayTools = "3.31.2"
 SparseArrays = "<0.0.1, 1"
 SpecialFunctions = "2.4"
 julia = "1.10"
diff --git a/ext/SparseConnectivityTracerRecursiveArrayToolsExt.jl b/ext/SparseConnectivityTracerRecursiveArrayToolsExt.jl
new file mode 100644
index 00000000..b11200d3
--- /dev/null
+++ b/ext/SparseConnectivityTracerRecursiveArrayToolsExt.jl
@@ -0,0 +1,29 @@
+module SparseConnectivityTracerRecursiveArrayToolsExt
+
+import SparseConnectivityTracer as SCT
+using RecursiveArrayTools: ArrayPartition, NamedArrayPartition
+
+function SCT.trace_input(
+    ::Type{T}, xs::ArrayPartition, i
+) where {T<:Union{SCT.AbstractTracer,SCT.Dual}}
+    ts = SCT.create_tracers(T, xs, eachindex(xs))
+    lengths = map(length, xs.x)
+    length_sums = (0, cumsum(lengths)...)
+    return ArrayPartition(
+        Tuple(
+            reshape(view(ts, (1 + length_sums[j]):(length_sums[j + 1])), size(xs.x[j])) for
+            j in eachindex(xs.x)
+        ),
+    )
+end
+
+function SCT.trace_input(
+    ::Type{T}, xs::NamedArrayPartition, i
+) where {T<:Union{SCT.AbstractTracer,SCT.Dual}}
+    return NamedArrayPartition(
+        SCT.trace_input(T, getfield(xs, :array_partition), i),
+        getfield(xs, :names_to_indices),
+    )
+end
+
+end # module SparseConnectivityTracerRecursiveArrayToolsExt
\ No newline at end of file
diff --git a/test/recursive_array_tools.jl b/test/recursive_array_tools.jl
new file mode 100644
index 00000000..575f67a5
--- /dev/null
+++ b/test/recursive_array_tools.jl
@@ -0,0 +1,12 @@
+using RecursiveArrayTools
+
+function f!(du, u)
+    du.foo[2] = u.foo[1]
+    du.foo[1] = u.foo[2]
+    return nothing
+end
+
+u = NamedArrayPartition(; foo=rand(5))
+du = copy(u)
+
+jacobian_sparsity(f!, du, u, TracerSparsityDetector())
\ No newline at end of file
diff --git a/test/runtests.jl b/test/runtests.jl
index 981d49e8..c1d20075 100644
--- a/test/runtests.jl
+++ b/test/runtests.jl
@@ -99,6 +99,9 @@ GROUP = get(ENV, "JULIA_SCT_TEST_GROUP", "Core")
                     include("flux.jl")
                 end
             end
+            @testset "RecursiveArrayTools.jl" begin
+                include("recursive_array_tools.jl")
+            end
         end
     end