diff --git a/build.gradle b/build.gradle
index 426993aac..aa4422a7b 100644
--- a/build.gradle
+++ b/build.gradle
@@ -931,6 +931,9 @@ task integTestRemote (type: RestIntegTestTask) {
         systemProperty "tests.cluster.leaderCluster.security_enabled", System.getProperty("security_enabled")
 
         nonInputProperties.systemProperty('tests.integTestRemote', "true")
+        var numberOfNodes = findProperty('numNodes') as Integer
+        systemProperty "tests.cluster.followCluster.total_nodes", "${-> numberOfNodes.toString()}"
+        systemProperty "tests.cluster.leaderCluster.total_nodes", "${-> numberOfNodes.toString()}"
         systemProperty "build.dir", "${buildDir}"
 
     }
diff --git a/src/test/kotlin/org/opensearch/replication/MultiClusterRestTestCase.kt b/src/test/kotlin/org/opensearch/replication/MultiClusterRestTestCase.kt
index d6981ad23..f79819d0d 100644
--- a/src/test/kotlin/org/opensearch/replication/MultiClusterRestTestCase.kt
+++ b/src/test/kotlin/org/opensearch/replication/MultiClusterRestTestCase.kt
@@ -120,7 +120,6 @@ abstract class MultiClusterRestTestCase : OpenSearchTestCase() {
         lateinit var testClusters : Map<String, TestCluster>
         var isSecurityPropertyEnabled = false
         var forceInitSecurityConfiguration = false
-        var isMultiNodeClusterConfiguration = true
 
         internal fun createTestCluster(configuration: ClusterConfiguration) : TestCluster {
             return createTestCluster(configuration.clusterName, configuration.preserveSnapshots, configuration.preserveIndices,
@@ -133,7 +132,6 @@ abstract class MultiClusterRestTestCase : OpenSearchTestCase() {
             val httpHostsProp = systemProperties.get("tests.cluster.${cluster}.http_hosts") as String?
             val transportHostsProp = systemProperties.get("tests.cluster.${cluster}.transport_hosts") as String?
             val securityEnabled = systemProperties.get("tests.cluster.${cluster}.security_enabled") as String?
-            val totalNodes = systemProperties.get("tests.cluster.${cluster}.total_nodes") as String?
 
             requireNotNull(httpHostsProp) { "Missing http hosts property for cluster: $cluster."}
             requireNotNull(transportHostsProp) { "Missing transport hosts property for cluster: $cluster."}
@@ -145,9 +143,6 @@ abstract class MultiClusterRestTestCase : OpenSearchTestCase() {
                 isSecurityPropertyEnabled = true
             }
 
-            if(totalNodes != null && totalNodes < "2") {
-                isMultiNodeClusterConfiguration = false
-            }
 
             forceInitSecurityConfiguration = isSecurityPropertyEnabled && initSecurityConfiguration
 
@@ -667,6 +662,19 @@ abstract class MultiClusterRestTestCase : OpenSearchTestCase() {
         return integTestRemote.equals("true")
     }
 
+    protected fun isMultiNodeClusterConfiguration(leaderCluster: String, followerCluster: String): Boolean{
+        val systemProperties = BootstrapInfo.getSystemProperties()
+        val totalLeaderNodes = systemProperties.get("tests.cluster.${leaderCluster}.total_nodes") as String
+        val totalFollowerNodes = systemProperties.get("tests.cluster.${followerCluster}.total_nodes") as String
+
+        assertNotNull(totalLeaderNodes)
+        assertNotNull(totalFollowerNodes)
+        if(totalLeaderNodes < "2" ||  totalFollowerNodes < "2" ) {
+            return false
+        }
+        return true
+    }
+
     protected fun docCount(cluster: RestHighLevelClient, indexName: String) : Int {
         val persistentConnectionRequest = Request("GET", "/$indexName/_search?pretty&q=*")
 
diff --git a/src/test/kotlin/org/opensearch/replication/integ/rest/ClusterRerouteFollowerIT.kt b/src/test/kotlin/org/opensearch/replication/integ/rest/ClusterRerouteFollowerIT.kt
index 77cb164e6..189fa9fa3 100644
--- a/src/test/kotlin/org/opensearch/replication/integ/rest/ClusterRerouteFollowerIT.kt
+++ b/src/test/kotlin/org/opensearch/replication/integ/rest/ClusterRerouteFollowerIT.kt
@@ -25,7 +25,7 @@ class ClusterRerouteFollowerIT : MultiClusterRestTestCase() {
 
     @Before
     fun beforeTest() {
-        Assume.assumeTrue(isMultiNodeClusterConfiguration)
+        Assume.assumeTrue(isMultiNodeClusterConfiguration(LEADER, FOLLOWER))
     }
 
     fun `test replication works after rerouting a shard from one node to another in follower cluster`() {
diff --git a/src/test/kotlin/org/opensearch/replication/integ/rest/ClusterRerouteLeaderIT.kt b/src/test/kotlin/org/opensearch/replication/integ/rest/ClusterRerouteLeaderIT.kt
index 36fce5a55..03747f9a0 100644
--- a/src/test/kotlin/org/opensearch/replication/integ/rest/ClusterRerouteLeaderIT.kt
+++ b/src/test/kotlin/org/opensearch/replication/integ/rest/ClusterRerouteLeaderIT.kt
@@ -30,7 +30,7 @@ class ClusterRerouteLeaderIT : MultiClusterRestTestCase() {
 
     @Before
     fun beforeTest() {
-        Assume.assumeTrue(isMultiNodeClusterConfiguration)
+        Assume.assumeTrue(isMultiNodeClusterConfiguration(LEADER, FOLLOWER))
     }
 
     fun `test replication works after rerouting a shard from one node to another in leader cluster`() {
diff --git a/src/test/kotlin/org/opensearch/replication/integ/rest/StartReplicationIT.kt b/src/test/kotlin/org/opensearch/replication/integ/rest/StartReplicationIT.kt
index d4737c61c..717eddb59 100644
--- a/src/test/kotlin/org/opensearch/replication/integ/rest/StartReplicationIT.kt
+++ b/src/test/kotlin/org/opensearch/replication/integ/rest/StartReplicationIT.kt
@@ -1147,6 +1147,12 @@ class StartReplicationIT: MultiClusterRestTestCase() {
     }
 
     fun `test that wait_for_active_shards setting is updated on follower through start replication api`() {
+
+        //Ignore this test if clusters dont have multiple nodes
+        if(!isMultiNodeClusterConfiguration(LEADER, FOLLOWER)){
+            return
+        }
+
         val followerClient = getClientForCluster(FOLLOWER)
         val leaderClient = getClientForCluster(LEADER)