diff --git a/Jenkinsfile b/Jenkinsfile
index 533d5627..565878d4 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -27,6 +27,11 @@ pipeline {
     }
 
     parameters {
+        booleanParam(
+            name: 'ONLY_PUSH_MLOPS_SCORER',
+            defaultValue: true,
+            description: "Whether to only push MLOps Scorer to remote container registry."
+        )
         booleanParam(
             name: 'PUSH_TO_HARBOR',
             defaultValue: false,
@@ -43,9 +48,9 @@ pipeline {
             description: 'Whether to also push distribution ZIP archive to S3.',
         )
         booleanParam(
-                name: 'PUSH_TO_VORVAN',
-                defaultValue: false,
-                description: 'Whether to also push Docker images to h2o.ai maintained gcr.io repo Vorvan.',
+            name: 'PUSH_TO_VORVAN',
+            defaultValue: false,
+            description: 'Whether to also push Docker images to h2o.ai maintained gcr.io repo Vorvan.',
         )
     }
 
@@ -169,14 +174,20 @@ pipeline {
                         def imageTags = isMasterBranch() || isReleaseBranch() ? "${versionText},${gitCommitHash}" : "${gitCommitHash}"
                         withDockerCredentials(DOCKERHUB_CREDS, "FROM_") {
                             withDockerCredentials("harbor.h2o.ai", "TO_") {
-                                sh "./gradlew --init-script init.gradle jib \
-                                -Djib.to.auth.username=${TO_DOCKER_USERNAME} \
+                                def cmd = "./gradlew --init-script init.gradle "
+                                if (params.ONLY_PUSH_MLOPS_SCORER) {
+                                    cmd += ":local-rest-scorer:jib "
+                                } else {
+                                    cmd += "jib "
+                                }
+                                cmd += "-Djib.to.auth.username=${TO_DOCKER_USERNAME} \
                                 -Djib.to.auth.password=${TO_DOCKER_PASSWORD} \
                                 -Djib.from.auth.username=${FROM_DOCKER_USERNAME} \
                                 -Djib.from.auth.password=${FROM_DOCKER_PASSWORD} \
                                 -Djib.to.tags=${imageTags} \
                                 -Djib.allowInsecureRegistries=true \
                                 -DsendCredentialsOverHttp=true"
+                                sh cmd
                             }
                         }
                     }
@@ -201,17 +212,23 @@ pipeline {
             steps {
                 timeout(time: 30, unit: 'MINUTES') {
                     script {
+                        def cmd = "./gradlew --init-script init.gradle "
+                        if (params.ONLY_PUSH_MLOPS_SCORER) {
+                            cmd += ":local-rest-scorer:jib "
+                        } else {
+                            cmd += "jib "
+                        }
                         def gitCommitHash = env.GIT_COMMIT
                         def imageTags = isMasterBranch() || isReleaseBranch() ? "${versionText},${gitCommitHash}" : "${gitCommitHash}"
                         withDockerCredentials(DOCKERHUB_CREDS, "FROM_") {
                             withDockerCredentials(DOCKERHUB_CREDS, "TO_") {
-                                sh "./gradlew --init-script init.gradle jib \
-                                -Djib.to.auth.username=${TO_DOCKER_USERNAME} \
+                                cmd += "-Djib.to.auth.username=${TO_DOCKER_USERNAME} \
                                 -Djib.to.auth.password=${TO_DOCKER_PASSWORD} \
                                 -Djib.from.auth.username=${FROM_DOCKER_USERNAME} \
                                 -Djib.from.auth.password=${FROM_DOCKER_PASSWORD} \
                                 -Djib.to.tags=${imageTags} \
                                 -PdockerRepositoryPrefix=h2oai/"
+                                sh cmd
                             }
                         }
                     }
@@ -236,17 +253,23 @@ pipeline {
             steps {
                 timeout(time: 30, unit: 'MINUTES') {
                     script {
+                        def cmd = "./gradlew --init-script init.gradle "
+                        if (params.ONLY_PUSH_MLOPS_SCORER) {
+                            cmd += ":local-rest-scorer:jib "
+                        } else {
+                            cmd += "jib "
+                        }
                         def gitCommitHash = env.GIT_COMMIT
                         def imageTags = isMasterBranch() || isReleaseBranch() ? "${versionText},${gitCommitHash}" : "${gitCommitHash}"
                         withDockerCredentials(DOCKERHUB_CREDS, "FROM_") {
                             withGCRCredentials(VORVAN_CRED) {
                                 def gcrCreds = readFile("${GCR_JSON_KEY}")
                                 withEnv(['TO_DOCKER_USERNAME=_json_key', "TO_DOCKER_PASSWORD=${gcrCreds}"]) {
-                                    sh "./gradlew --init-script init.gradle jib \
-                                    -Djib.from.auth.username=${FROM_DOCKER_USERNAME} \
+                                    cmd += "-Djib.from.auth.username=${FROM_DOCKER_USERNAME} \
                                     -Djib.from.auth.password=${FROM_DOCKER_PASSWORD} \
                                     -Djib.to.tags=${imageTags} \
                                     -PdockerRepositoryPrefix=gcr.io/vorvan/h2oai/"
+                                    sh cmd
                                 }
                             }
                         }