diff --git a/.gitignore b/.gitignore
index 95731a59..71fac49f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,5 +2,6 @@
 *.jl.cov
 *.jl.mem
 /Manifest.toml
+/test/Manifest.toml
 /docs/Manifest.toml
 /docs/build/
diff --git a/Project.toml b/Project.toml
index d8685032..de3ca98c 100644
--- a/Project.toml
+++ b/Project.toml
@@ -7,5 +7,12 @@ version = "1.0.0-DEV"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
+[weakdeps]
+SparseDiffTools = "47a9eef4-7e08-11e9-0b38-333d64bd3804"
+
+[extensions]
+SparseConnectivityTracerSparseDiffToolsExt = "SparseDiffTools"
+
 [compat]
+SparseDiffTools = "2.17"
 julia = "1.6"
diff --git a/ext/SparseConnectivityTracerSparseDiffToolsExt.jl b/ext/SparseConnectivityTracerSparseDiffToolsExt.jl
new file mode 100644
index 00000000..e646414c
--- /dev/null
+++ b/ext/SparseConnectivityTracerSparseDiffToolsExt.jl
@@ -0,0 +1,35 @@
+module SparseConnectivityTracerSparseDiffToolsExt
+
+using SparseConnectivityTracer: connectivity
+using SparseDiffTools:
+    AbstractSparseADType,
+    AbstractSparsityDetection,
+    ArrayInterface,
+    GreedyD1Color,
+    JacPrototypeSparsityDetection,
+    SparseDiffTools
+
+Base.@kwdef struct ConnectivityTracerSparsityDetection{
+    A<:ArrayInterface.ColoringAlgorithm
+} <: AbstractSparsityDetection
+    alg::A = GreedyD1Color()
+end
+
+function (alg::ConnectivityTracerSparsityDetection)(
+    ad::AbstractSparseADType, f, x; fx=nothing, kwargs...
+)
+    fx = fx === nothing ? similar(f(x)) : dx
+    J = connectivity(f, x)
+    _alg = JacPrototypeSparsityDetection(J, alg.alg)
+    return _alg(ad, f, x; fx, kwargs...)
+end
+
+function (alg::ConnectivityTracerSparsityDetection)(
+    ad::AbstractSparseADType, f!, fx, x; kwargs...
+)
+    J = connectivity(f!, fx, x)
+    _alg = JacPrototypeSparsityDetection(J, alg.alg)
+    return _alg(ad, f!, fx, x; kwargs...)
+end
+
+end
diff --git a/test/Manifest.toml b/test/Manifest.toml
deleted file mode 100644
index 43d684fa..00000000
--- a/test/Manifest.toml
+++ /dev/null
@@ -1,1204 +0,0 @@
-# This file is machine-generated - editing it directly is not advised
-
-julia_version = "1.10.2"
-manifest_format = "2.0"
-project_hash = "4486f686024f7421deb8134dae1d86752576d670"
-
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-version = "0.2.7"
-
-[[deps.ANSIColoredPrinters]]
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-
-[[deps.AbstractTrees]]
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-version = "0.4.5"
-
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-git-tree-sha1 = "c0d491ef0b135fd7d63cbc6404286bc633329425"
-uuid = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
-version = "0.1.36"
-
-    [deps.Accessors.extensions]
-    AccessorsAxisKeysExt = "AxisKeys"
-    AccessorsIntervalSetsExt = "IntervalSets"
-    AccessorsStaticArraysExt = "StaticArrays"
-    AccessorsStructArraysExt = "StructArrays"
-    AccessorsUnitfulExt = "Unitful"
-
-    [deps.Accessors.weakdeps]
-    AxisKeys = "94b1ba4f-4ee9-5380-92f1-94cde586c3c5"
-    IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
-    Requires = "ae029012-a4dd-5104-9daa-d747884805df"
-    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
-    StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
-    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
-
-[[deps.Adapt]]
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-weakdeps = ["StaticArrays"]
-
-    [deps.Adapt.extensions]
-    AdaptStaticArraysExt = "StaticArrays"
-
-[[deps.Aqua]]
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-
-[[deps.ArgTools]]
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-version = "1.1.1"
-
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-uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
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-
-    [deps.ArrayInterface.extensions]
-    ArrayInterfaceBandedMatricesExt = "BandedMatrices"
-    ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices"
-    ArrayInterfaceCUDAExt = "CUDA"
-    ArrayInterfaceChainRulesExt = "ChainRules"
-    ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore"
-    ArrayInterfaceReverseDiffExt = "ReverseDiff"
-    ArrayInterfaceStaticArraysCoreExt = "StaticArraysCore"
-    ArrayInterfaceTrackerExt = "Tracker"
-
-    [deps.ArrayInterface.weakdeps]
-    BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
-    BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0"
-    CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
-    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-    GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
-    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
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-    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-
-[[deps.Artifacts]]
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-
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-
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-weakdeps = ["SparseArrays"]
-
-    [deps.ChainRulesCore.extensions]
-    ChainRulesCoreSparseArraysExt = "SparseArrays"
-
-[[deps.CodeTracking]]
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-
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-
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-    SpecialFunctionsExt = "SpecialFunctions"
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-[[deps.Colors]]
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-[[deps.SpecialFunctions]]
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-
-    [deps.StaticArrays.extensions]
-    StaticArraysChainRulesCoreExt = "ChainRulesCore"
-    StaticArraysStatisticsExt = "Statistics"
-
-[[deps.StaticArraysCore]]
-git-tree-sha1 = "36b3d696ce6366023a0ea192b4cd442268995a0d"
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-[[deps.Statistics]]
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-
-[[deps.StatsAPI]]
-deps = ["LinearAlgebra"]
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-
-[[deps.StatsBase]]
-deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
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-
-[[deps.StatsFuns]]
-deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
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-version = "1.3.1"
-weakdeps = ["ChainRulesCore", "InverseFunctions"]
-
-    [deps.StatsFuns.extensions]
-    StatsFunsChainRulesCoreExt = "ChainRulesCore"
-    StatsFunsInverseFunctionsExt = "InverseFunctions"
-
-[[deps.SuiteSparse]]
-deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
-uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
-
-[[deps.SuiteSparse_jll]]
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-[[deps.SymbolicIndexingInterface]]
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-[[deps.SymbolicLimits]]
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-[[deps.SymbolicUtils]]
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-
-[[deps.Symbolics]]
-deps = ["ArrayInterface", "Bijections", "ConstructionBase", "DataStructures", "DiffRules", "Distributions", "DocStringExtensions", "DomainSets", "DynamicPolynomials", "ForwardDiff", "IfElse", "LaTeXStrings", "LambertW", "Latexify", "Libdl", "LinearAlgebra", "LogExpFunctions", "MacroTools", "Markdown", "NaNMath", "PrecompileTools", "RecipesBase", "Reexport", "Requires", "RuntimeGeneratedFunctions", "SciMLBase", "Setfield", "SparseArrays", "SpecialFunctions", "StaticArrays", "SymbolicIndexingInterface", "SymbolicLimits", "SymbolicUtils"]
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-
-    [deps.Symbolics.extensions]
-    SymbolicsGroebnerExt = "Groebner"
-    SymbolicsLuxCoreExt = "LuxCore"
-    SymbolicsPreallocationToolsExt = "PreallocationTools"
-    SymbolicsSymPyExt = "SymPy"
-
-    [deps.Symbolics.weakdeps]
-    Groebner = "0b43b601-686d-58a3-8a1c-6623616c7cd4"
-    LuxCore = "bb33d45b-7691-41d6-9220-0943567d0623"
-    PreallocationTools = "d236fae5-4411-538c-8e31-a6e3d9e00b46"
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-
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-
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-
-[[deps.nghttp2_jll]]
-deps = ["Artifacts", "Libdl"]
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-version = "1.52.0+1"
-
-[[deps.p7zip_jll]]
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diff --git a/test/Project.toml b/test/Project.toml
index 132772e2..542c8868 100644
--- a/test/Project.toml
+++ b/test/Project.toml
@@ -1,11 +1,14 @@
 [deps]
 Aqua = "4c88cf16-eb10-579e-8560-4a9242c79595"
 Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
+ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
 JET = "c3a54625-cd67-489e-a8e7-0a5a0ff4e31b"
 JuliaFormatter = "98e50ef6-434e-11e9-1051-2b60c6c9e899"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 NNlib = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 ReferenceTests = "324d217c-45ce-50fc-942e-d289b448e8cf"
+SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+SparseDiffTools = "47a9eef4-7e08-11e9-0b38-333d64bd3804"
 Symbolics = "0c5d862f-8b57-4792-8d23-62f2024744c7"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
diff --git a/test/runtests.jl b/test/runtests.jl
index d06e398c..2084e43d 100644
--- a/test/runtests.jl
+++ b/test/runtests.jl
@@ -89,6 +89,9 @@ DocMeta.setdocmeta!(
             @test C == C_ref
         end
     end
+    @testset "SparseDiffTools integration" begin
+        include("sparsedifftools.jl")
+    end
     @testset "Doctests" begin
         Documenter.doctest(SparseConnectivityTracer)
     end
diff --git a/test/sparsedifftools.jl b/test/sparsedifftools.jl
new file mode 100644
index 00000000..fa4caf32
--- /dev/null
+++ b/test/sparsedifftools.jl
@@ -0,0 +1,23 @@
+using Base: get_extension
+using ForwardDiff: ForwardDiff
+using SparseArrays
+using SparseConnectivityTracer
+using SparseDiffTools
+using Test
+
+ext = Base.get_extension(
+    SparseConnectivityTracer, :SparseConnectivityTracerSparseDiffToolsExt
+)
+@test !isnothing(ext)
+
+sd = ext.ConnectivityTracerSparsityDetection()
+adtype = SparseDiffTools.AutoSparseForwardDiff()
+
+x = rand(10)
+y = zeros(9)
+J1 = sparse_jacobian(adtype, sd, diff, x)
+J2 = sparse_jacobian(adtype, sd, (y, x) -> y .= diff(x), y, x)
+@test J1 == J2
+@test J1 isa SparseMatrixCSC
+@test J2 isa SparseMatrixCSC
+@test nnz(J1) == nnz(J2) == 18