diff --git a/servers/quarkus-server/src/main/resources/application.properties b/servers/quarkus-server/src/main/resources/application.properties
index c240c67e301..3728fb28748 100644
--- a/servers/quarkus-server/src/main/resources/application.properties
+++ b/servers/quarkus-server/src/main/resources/application.properties
@@ -170,3 +170,15 @@ quarkus.container-image.name=nessie
 
 mp.openapi.extensions.smallrye.operationIdStrategy=METHOD
 
+quarkus.micrometer.binder.http-server.match-patterns=\
+  /api/v1/diffs/.*+=/api/v1/diffs/{diff_params},\
+  /api/v1/trees/branch/.*/commit+=/api/v1/trees/branch/{branchName}/commit,\
+  /api/v1/trees/branch/.*+=/api/v1/trees/branch/{ref},\
+  /api/v1/trees/branch/.*/transplant+=/api/v1/trees/branch/{branchName}/transplant, \
+  /api/v1/trees/branch/.*/merge+=/api/v1/trees/branch/{branchName}/merge, \
+  /api/v1/trees/tree/.*/entries+=/api/v1/trees/tree/{ref}/entries,\
+  /api/v1/trees/tree/.*/log+=/api/v1/trees/tree/{ref}/log, \
+  /api/v1/trees/tree/.*+=/api/v1/trees/tree/{ref}, \
+  /api/v1/trees/.*/.*+=/api/v1/trees/{referenceType}/{ref}, \
+  /contents/.*+=/contents/{key}
+
diff --git a/servers/quarkus-server/src/test/java/org/projectnessie/server/ITMetrics.java b/servers/quarkus-server/src/test/java/org/projectnessie/server/ITMetrics.java
new file mode 100644
index 00000000000..bc6b425349e
--- /dev/null
+++ b/servers/quarkus-server/src/test/java/org/projectnessie/server/ITMetrics.java
@@ -0,0 +1,62 @@
+/*
+ * Copyright (C) 2022 Dremio
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.projectnessie.server;
+
+import static org.assertj.core.api.AssertionsForClassTypes.assertThat;
+
+import io.quarkus.test.junit.QuarkusTest;
+import io.quarkus.test.junit.TestProfile;
+import io.restassured.RestAssured;
+import org.junit.jupiter.api.Test;
+import org.projectnessie.jaxrs.AbstractTestRest;
+import org.projectnessie.server.profiles.QuarkusTestProfileInmemory;
+
+@QuarkusTest
+@TestProfile(value = QuarkusTestProfileInmemory.class)
+public class ITMetrics extends AbstractTestRest {
+  // We need to extend the AbstractTestRest because all Nessie metrics are created lazily.
+  // They will appear in the `/q/metrics` endpoint only when some REST actions are executed.
+
+  // this test is executed after all tests from the AbstractTestRest
+  @Test
+  void smokeTestMetrics() {
+    // when
+    String body =
+        RestAssured.given()
+            .when()
+            .basePath("/q/metrics")
+            .get()
+            .then()
+            .statusCode(200)
+            .extract()
+            .asString();
+
+    // then
+    assertThat(body).contains("jvm_threads_live_threads");
+    assertThat(body).contains("jvm_memory_committed_bytes");
+    assertThat(body).contains("nessie_versionstore_request_seconds_max");
+    assertThat(body).contains("nessie_versionstore_request_seconds_bucket");
+    assertThat(body).contains("nessie_versionstore_request_seconds_count");
+    assertThat(body).contains("nessie_versionstore_request_seconds_sum");
+    assertThat(body).contains("/api/v1/diffs/{diff_params}");
+    assertThat(body).contains("/api/v1/trees/{referenceType}/{ref}");
+    assertThat(body).contains("/api/v1/trees/branch/{ref}");
+    assertThat(body).contains("/api/v1/trees/tree/{ref}/entries");
+    assertThat(body).contains("http_server_connections_seconds_max");
+    assertThat(body).contains("http_server_connections_seconds_active_count");
+    assertThat(body).contains("jvm_gc_live_data_size_bytes");
+  }
+}