diff --git a/Manifest.toml b/Manifest.toml
index f3074c911..135c36e16 100644
--- a/Manifest.toml
+++ b/Manifest.toml
@@ -1,5 +1,11 @@
 # This file is machine-generated - editing it directly is not advised
 
+[[ArrayInterface]]
+deps = ["LinearAlgebra", "Requires", "SparseArrays"]
+git-tree-sha1 = "981354dab938901c2b607a213e62d9defa50b698"
+uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
+version = "1.2.1"
+
 [[Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 
@@ -15,6 +21,12 @@ git-tree-sha1 = "c7361ce8a2129f20b0e05a89f7070820cfed6648"
 uuid = "b99e7846-7c00-51b0-8f62-c81ae34c0232"
 version = "0.5.6"
 
+[[Calculus]]
+deps = ["Compat"]
+git-tree-sha1 = "bd8bbd105ba583a42385bd6dc4a20dad8ab3dc11"
+uuid = "49dc2e85-a5d0-5ad3-a950-438e2897f1b9"
+version = "0.5.0"
+
 [[CodecZlib]]
 deps = ["BinaryProvider", "Libdl", "TranscodingStreams"]
 git-tree-sha1 = "05916673a2627dd91b4969ff8ba6941bc85a960e"
@@ -27,6 +39,12 @@ git-tree-sha1 = "50b3ae4d643dc27eaff69fb6be06ee094d5500c9"
 uuid = "861a8166-3701-5b0c-9a16-15d98fcdc6aa"
 version = "0.7.0"
 
+[[CommonSubexpressions]]
+deps = ["Test"]
+git-tree-sha1 = "efdaf19ab11c7889334ca247ff4c9f7c322817b0"
+uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
+version = "0.2.0"
+
 [[Compat]]
 deps = ["Base64", "Dates", "DelimitedFiles", "Distributed", "InteractiveUtils", "LibGit2", "Libdl", "LinearAlgebra", "Markdown", "Mmap", "Pkg", "Printf", "REPL", "Random", "Serialization", "SharedArrays", "Sockets", "SparseArrays", "Statistics", "Test", "UUIDs", "Unicode"]
 git-tree-sha1 = "84aa74986c5b9b898b0d1acaf3258741ee64754f"
@@ -47,6 +65,30 @@ uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
 deps = ["Mmap"]
 uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
 
+[[DiffEqDiffTools]]
+deps = ["ArrayInterface", "LinearAlgebra", "Requires", "SparseArrays", "StaticArrays"]
+git-tree-sha1 = "21b855cb29ec4594f9651e0e9bdc0cdcfdcd52c1"
+uuid = "01453d9d-ee7c-5054-8395-0335cb756afa"
+version = "1.3.0"
+
+[[DiffResults]]
+deps = ["Compat", "StaticArrays"]
+git-tree-sha1 = "34a4a1e8be7bc99bc9c611b895b5baf37a80584c"
+uuid = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
+version = "0.0.4"
+
+[[DiffRules]]
+deps = ["Random", "Test"]
+git-tree-sha1 = "dc0869fb2f5b23466b32ea799bd82c76480167f7"
+uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
+version = "0.0.10"
+
+[[Distances]]
+deps = ["LinearAlgebra", "Statistics"]
+git-tree-sha1 = "23717536c81b63e250f682b0e0933769eecd1411"
+uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
+version = "0.8.2"
+
 [[Distributed]]
 deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
@@ -57,6 +99,12 @@ git-tree-sha1 = "769ac4057ed875f433372e9a571a2cb86347d1be"
 uuid = "442a2c76-b920-505d-bb47-c5924d526838"
 version = "0.3.3"
 
+[[ForwardDiff]]
+deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "InteractiveUtils", "LinearAlgebra", "NaNMath", "Random", "SparseArrays", "SpecialFunctions", "StaticArrays", "Test"]
+git-tree-sha1 = "4c4d727f1b7e0092134fabfab6396b8945c1ea5b"
+uuid = "f6369f11-7733-5829-9624-2563aa707210"
+version = "0.10.3"
+
 [[InteractiveUtils]]
 deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
@@ -79,6 +127,12 @@ git-tree-sha1 = "aeec7a341652d47bc773475a42952fa78eccd7cc"
 uuid = "9c8b4983-aa76-5018-a973-4c85ecc9e179"
 version = "0.8.0"
 
+[[LineSearches]]
+deps = ["LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "Printf", "Test"]
+git-tree-sha1 = "54eb90e8dbe745d617c78dee1d6ae95c7f6f5779"
+uuid = "d3d80556-e9d4-5f37-9878-2ab0fcc64255"
+version = "7.0.1"
+
 [[LinearAlgebra]]
 deps = ["Libdl"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
@@ -93,12 +147,36 @@ uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 [[Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
 
+[[NLSolversBase]]
+deps = ["Calculus", "DiffEqDiffTools", "DiffResults", "Distributed", "ForwardDiff"]
+git-tree-sha1 = "c430bd3f2dfcffc30688cf4a9cb61535e8d85f65"
+uuid = "d41bc354-129a-5804-8e4c-c37616107c6c"
+version = "7.4.1"
+
+[[NLsolve]]
+deps = ["DiffEqDiffTools", "Distances", "ForwardDiff", "LineSearches", "LinearAlgebra", "NLSolversBase", "Printf", "Reexport"]
+git-tree-sha1 = "c9578878f56f425a2160f5b436c7f79a154d154c"
+uuid = "2774e3e8-f4cf-5e23-947b-6d7e65073b56"
+version = "4.1.0"
+
+[[NaNMath]]
+deps = ["Compat"]
+git-tree-sha1 = "ce3b85e484a5d4c71dd5316215069311135fa9f2"
+uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
+version = "0.3.2"
+
 [[OrderedCollections]]
 deps = ["Random", "Serialization", "Test"]
 git-tree-sha1 = "c4c13474d23c60d20a67b217f1d7f22a40edf8f1"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
 version = "1.1.0"
 
+[[Parameters]]
+deps = ["OrderedCollections"]
+git-tree-sha1 = "1dfd7cd50a8eb06ef693a4c2bbe945943cd000c5"
+uuid = "d96e819e-fc66-5662-9728-84c9c7592b0a"
+version = "0.11.0"
+
 [[Parsers]]
 deps = ["Dates", "Test"]
 git-tree-sha1 = "ef0af6c8601db18c282d092ccbd2f01f3f0cd70b"
@@ -139,6 +217,12 @@ git-tree-sha1 = "7b1d07f411bc8ddb7977ec7f377b97b158514fe0"
 uuid = "189a3867-3050-52da-a836-e630ba90ab69"
 version = "0.2.0"
 
+[[Requires]]
+deps = ["Test"]
+git-tree-sha1 = "f6fbf4ba64d295e146e49e021207993b6b48c7d1"
+uuid = "ae029012-a4dd-5104-9daa-d747884805df"
+version = "0.5.2"
+
 [[SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 
diff --git a/Project.toml b/Project.toml
index 5fa52890d..49e37ee62 100644
--- a/Project.toml
+++ b/Project.toml
@@ -8,6 +8,7 @@ Combinatorics = "861a8166-3701-5b0c-9a16-15d98fcdc6aa"
 FastGaussQuadrature = "442a2c76-b920-505d-bb47-c5924d526838"
 JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+NLsolve = "2774e3e8-f4cf-5e23-947b-6d7e65073b56"
 QuadGK = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
 Reexport = "189a3867-3050-52da-a836-e630ba90ab69"
 SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
diff --git a/src/Algebra/JuliaNLSolvers.jl b/src/Algebra/JuliaNLSolvers.jl
new file mode 100644
index 000000000..2101d9202
--- /dev/null
+++ b/src/Algebra/JuliaNLSolvers.jl
@@ -0,0 +1,66 @@
+module JuliaNLSolvers
+
+using Gridap
+using NLsolve
+
+export JuliaNLSolver
+
+import Gridap: solve!
+
+mutable struct JuliaNLSolver <: NonLinearSolver
+  ls::LinearSolver
+  kwargs::Dict
+end
+
+function JuliaNLSolver(ls::LinearSolver;kwargs...)
+  @assert ! haskey(kwargs,:linsolve) "linsolve cannot be used here. It is managed internally"
+  JuliaNLSolver(ls,kwargs)
+end
+
+function JuliaNLSolver(;kwargs...)
+  ls = LUSolver()
+  JuliaNLSolver(ls;kwargs...)
+end
+
+mutable struct JuliaNLSolversCache
+  df::OnceDifferentiable
+  ss::SymbolicSetup
+  result
+end
+
+function solve!(x::AbstractVector,nls::JuliaNLSolver,op::NonLinearOperator)
+  cache = _setup_cache(x,nls,op)
+  solve!(x,nls,op,cache)
+  cache
+end
+
+function solve!(
+  x::AbstractVector,nls::JuliaNLSolver,op::NonLinearOperator,cache::JuliaNLSolversCache)
+  df = cache.df
+  ss = cache.ss
+  kwargs = nls.kwargs
+  function linsolve!(x,A,b)
+    ns = numerical_setup(ss,A)
+    solve!(x,ns,A,b)
+  end
+  r = nlsolve(df,x;linsolve=linsolve!,kwargs...)
+  cache.result = r
+  x[:] .= r.zero
+end
+
+function _setup_cache(x0,nls,op)
+
+  f!(r,x) = residual!(r,op,x)
+  j!(j,x) = jacobian!(j,op,x)
+  
+  f0 = residual(op,x0)
+  j0 = jacobian(op,x0)
+  
+  df = OnceDifferentiable(f!,j!,x0,f0,j0)
+
+  ss = symbolic_setup(nls.ls,j0)
+
+  JuliaNLSolversCache(df,ss,nothing)
+end
+
+end # module
diff --git a/src/Algebra/files.jl b/src/Algebra/files.jl
index ae764a96f..97fea0564 100644
--- a/src/Algebra/files.jl
+++ b/src/Algebra/files.jl
@@ -4,3 +4,6 @@ include("LinearSolvers.jl")
 
 include("NonLinearSolvers.jl")
 @reexport using Gridap.NonLinearSolvers
+
+include("JuliaNLSolvers.jl")
+@reexport using Gridap.JuliaNLSolvers
diff --git a/test/AlgebraTests/JuliaNLSolversTests.jl b/test/AlgebraTests/JuliaNLSolversTests.jl
new file mode 100644
index 000000000..848d62147
--- /dev/null
+++ b/test/AlgebraTests/JuliaNLSolversTests.jl
@@ -0,0 +1,21 @@
+module JuliaNLSolversTests
+
+using Test
+using Gridap
+
+using ..NonLinearOperatorMocks
+
+op = NonLinearOperatorMock()
+
+nls = JuliaNLSolver(show_trace=false,method=:newton)
+
+x = solve(nls,op)
+@test x ≈ [1.0, 3.0]
+
+cache = solve!(x,nls,op)
+
+solve!(x,nls,op,cache)
+
+cache.result
+
+end # module
diff --git a/test/AlgebraTests/runtests.jl b/test/AlgebraTests/runtests.jl
index 95f622486..455d2e4bc 100644
--- a/test/AlgebraTests/runtests.jl
+++ b/test/AlgebraTests/runtests.jl
@@ -8,4 +8,6 @@ include("NonLinearOperatorMocks.jl")
 
 @testset "NonLinearSolvers" begin include("NonLinearSolversTests.jl") end
 
+@testset "JuliaNLSolvers" begin include("JuliaNLSolversTests.jl") end
+
 end # module AlgebraTests