diff --git a/src/JunctionTrees.jl b/src/JunctionTrees.jl
index dac274c..b200de6 100644
--- a/src/JunctionTrees.jl
+++ b/src/JunctionTrees.jl
@@ -12,11 +12,11 @@ using SparseArrays
 
 
 # Orders
-export Order
+export Order, inverse
 
 
 # Elimination Algorithms
-export AMDJL_AMD, CuthillMcKeeJL_RCM, MetisJL_ND
+export AMDJL_AMD, CuthillMcKeeJL_RCM, MetisJL_ND, MCS
 
 
 # Supernode Types
@@ -24,7 +24,7 @@ export Node, Maximal, Fundamental
 
 
 # Supernode Trees
-export SupernodeTree, width, height, seperators, supernode, permutation, inverse
+export SupernodeTree, width, height, seperators, supernode, permutation
 
 
 include("junction_trees/orders.jl")
diff --git a/src/junction_trees/elimination_algorithms.jl b/src/junction_trees/elimination_algorithms.jl
index 9d273e9..79a2b77 100644
--- a/src/junction_trees/elimination_algorithms.jl
+++ b/src/junction_trees/elimination_algorithms.jl
@@ -5,7 +5,7 @@ A graph elimination algorithm. The options are
 - [`CuthillMcKeeJL_RCM`](@ref)
 - [`AMDJL_AMD`](@ref)
 - [`MetisJL_ND`](@ref)
-- [`Order`](@ref)
+- [`MCS`](@ref)
 """
 abstract type EliminationAlgorithm end
 
@@ -34,6 +34,14 @@ The nested dissection heuristic. Uses Metis.jl.
 struct MetisJL_ND <: EliminationAlgorithm end
 
 
+"""
+    MCS <: EliminationAlgorithm
+
+The maximum cardinality search algorithm.
+"""
+struct MCS <: EliminationAlgorithm end
+
+
 # Construct an order using the default graph elimination algorithm.
 function Order(graph::AbstractSymmetricGraph)
     Order(graph, DEFAULT_ELIMINATION_ALGORITHM)
@@ -63,6 +71,13 @@ function Order(graph::AbstractSymmetricGraph, ealg::MetisJL_ND)
 end
 
 
+# Concstruct an order using the maximum cardinality search algorithm.
+function Order(graph::AbstractSymmetricGraph, ealg::MCS)
+    order, index = mcs(graph)
+    Order(order, index)
+end
+
+
 # Construct the adjacency matrix of a graph.
 function adjacencymatrix(graph::AbstractSymmetricGraph)
     m = ne(graph)
@@ -83,4 +98,52 @@ function adjacencymatrix(graph::AbstractSymmetricGraph)
 end
 
 
+# Simple Linear-Time Algorithms to Test Chordality of Graphs, Test Acyclicity
+# of Hypergraphs, and Selectively Reduce Acyclic Hypergraphs
+#
+# Tarjan and Yannakakis
+#
+# Maximum Cardinality Search
+function mcs(graph::AbstractSymmetricGraph)
+    n = nv(graph)
+    α = Vector{Int}(undef, n)
+    α⁻¹ = Vector{Int}(undef, n)
+    size = Vector{Int}(undef, n)
+    set = Vector{Set{Int}}(undef, n)
+
+    for i in 1:n
+        size[i] = 1
+        set[i] = Set()
+    end
+
+    union!(set[1], 1:n)
+
+    i = n
+    j = 1
+
+    while i >= 1
+        v = pop!(set[j])
+        α[v] = i
+        α⁻¹[i] = v
+        size[v] = 0
+
+        for w in neighbors(graph, v)
+            if size[w] >= 1
+                delete!(set[size[w]], w)
+                size[w] += 1
+                push!(set[size[w]], w)
+            end
+        end
+
+        i -= 1
+        j += 1
+
+        while j >= 1 && isempty(set[j])
+            j -= 1
+        end
+    end
+
+    α⁻¹, α
+end
+
 const DEFAULT_ELIMINATION_ALGORITHM = AMDJL_AMD()
diff --git a/test/JunctionTrees.jl b/test/JunctionTrees.jl
index f3829a5..5216571 100644
--- a/test/JunctionTrees.jl
+++ b/test/JunctionTrees.jl
@@ -25,6 +25,9 @@ order = JunctionTrees.Order(graph, AMDJL_AMD())
 order = JunctionTrees.Order(graph, MetisJL_ND())
 @test length(order) == 17
 
+order = JunctionTrees.Order(graph, MCS())
+@test length(order) == 17
+
 order = JunctionTrees.Order(1:17)
 @test length(order) == 17