diff --git a/helm/README.md b/helm/README.md
index cd0985f6e4..6b1d8d3a31 100644
--- a/helm/README.md
+++ b/helm/README.md
@@ -22,7 +22,7 @@ This chart deploys an Apache Fluss cluster on Kubernetes, following Helm best pr
 It requires a Zookeeper ensemble to be running in the same Kubernetes cluster. In future releases, we may add support for an embedded Zookeeper cluster.
 
 
-## Development environment 
+## Development environment
 
 | component                                                                      | version |
 | ------------------------------------------------------------------------------ | ------- |
@@ -33,7 +33,7 @@ It requires a Zookeeper ensemble to be running in the same Kubernetes cluster. I
 | [Apache Fluss](https://fluss.apache.org/docs/)                                 | v0.10.0-incubating  |
 
 
-## Image requirements 
+## Image requirements
 
 A container image for Fluss is available on DockerHub as `fluss/fluss`. You can use it directly or build your own from this repo. To use your own image you need to build the project with [Maven](https://fluss.apache.org/community/dev/building/) and build it with Docker.
 
@@ -93,6 +93,78 @@ Important Fluss options surfaced by the chart:
 - internal.listener.name: Which listener is used for internal communication (defaults to INTERNAL).
 - tablet-server.id: Required to be unique per TabletServer. The chart auto‑derives this from the StatefulSet pod ordinal at runtime.
 
+### Metrics and Prometheus Scraping
+
+The chart can enable Fluss metrics reporters and create dedicated metrics services for `coordinator` and `tablet` components.
+
+Example:
+
+```bash
+helm install fluss ./fluss-helm \
+  --set metrics.reporters=prometheus
+```
+
+When `metrics.reporters` is not `none`, the chart will:
+
+- configure `metrics.reporters` from reporter names in values
+- configure `metrics.reporter.<name>.<option>` entries from values
+
+Values:
+
+| Key | Description |
+| --- | --- |
+| `metrics.reporters` | Comma-separated reporter selector. Use `none` to disable metrics. |
+| `metrics.jmx.port` | JMX reporter port range (e.g. `9250`). |
+| `metrics.prometheus.port` | Prometheus reporter port (default `9249`). |
+| `metrics.prometheus.service.portName` | Named port exposed by metrics services (default `metrics`). |
+| `metrics.prometheus.service.labels` | Optional labels on metrics services (useful for [ServiceMonitor](https://prometheus-operator.dev/docs/api-reference/api/#monitoring.coreos.com/v1.ServiceMonitor) selectors). |
+| `metrics.prometheus.service.annotations` | Optional annotations on metrics services (useful for annotation-based scraping). |
+
+#### Prometheus Annotation Based Scraping
+
+The values below enable annotation based scraping:
+
+```yaml
+metrics:
+  reporters: prometheus
+  prometheus:
+    port: 9249
+    service:
+      annotations:
+        prometheus.io/scrape: "true"
+        prometheus.io/path: "/metrics"
+        prometheus.io/port: "9249"
+```
+
+#### Prometheus ServiceMonitor Based Scraping
+
+When using the [Prometheus Operator](https://prometheus-operator.dev/), use the values below to add labels to the metrics services and then create a `ServiceMonitor` that selects them:
+
+```yaml
+metrics:
+  reporters: prometheus
+  prometheus:
+    port: 9249
+    service:
+      portName: metrics
+      labels:
+        monitoring: enabled
+```
+
+Apply the following to create a `ServiceMonitor` resource that matches the label:
+
+```yaml
+apiVersion: monitoring.coreos.com/v1
+kind: ServiceMonitor
+metadata:
+  name: fluss-metrics
+spec:
+  selector:
+    matchLabels:
+      monitoring: enabled
+  endpoints:
+    - port: metrics
+```
 
 ### Zookeeper and storage
 - zookeeper.address must point to a reachable ensemble.
diff --git a/helm/templates/_metrics.tpl b/helm/templates/_metrics.tpl
new file mode 100644
index 0000000000..dc391902db
--- /dev/null
+++ b/helm/templates/_metrics.tpl
@@ -0,0 +1,91 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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.
+#
+
+{{/*
+Returns list of provided reporter names.
+*/}}
+{{- define "fluss.metrics.reporterNames" -}}
+{{- $metrics := .Values.metrics | default dict -}}
+{{- $reportersValue := default "none" $metrics.reporters | toString | trim -}}
+{{- if or (eq $reportersValue "") (eq $reportersValue "none") -}}
+[]
+{{- else -}}
+{{- $selected := list -}}
+{{- range $raw := regexSplit "\\s*,\\s*" $reportersValue -1 -}}
+{{- $name := trim $raw -}}
+{{- if ne $name "" -}}
+{{- if eq $name "none" -}}
+{{- fail "metrics.reporters cannot combine 'none' with other reporters" -}}
+{{- end -}}
+{{- $selected = append $selected $name -}}
+{{- end -}}
+{{- end -}}
+{{- $selected | toYaml -}}
+{{- end -}}
+{{- end -}}
+
+{{/*
+Checks if prometheus reporter is enabled.
+*/}}
+{{- define "fluss.metrics.prometheusEnabled" -}}
+{{- $reporterNames := include "fluss.metrics.reporterNames" . | fromYamlArray -}}
+{{- if has "prometheus" $reporterNames -}}
+true
+{{- end -}}
+{{- end -}}
+
+{{/*
+Renders metrics reporter configuration entries.
+Expects the root context as argument.
+
+From values:
+  metrics:
+    reporters: prometheus
+    prometheus:
+      port: 9249
+
+Renders:
+  metrics.reporters: prometheus
+  metrics.reporter.prometheus.port: 9249
+
+Keys already present in configurationOverrides are not rendered.
+*/}}
+{{- define "fluss.metrics.config" -}}
+{{- $config := .Values.configurationOverrides | default dict -}}
+{{- $metrics := .Values.metrics | default dict -}}
+{{- $reporterNames := include "fluss.metrics.reporterNames" . | fromYamlArray -}}
+{{- if gt (len $reporterNames) 0 -}}
+{{- if not (hasKey $config "metrics.reporters") }}
+metrics.reporters: {{ join "," $reporterNames }}
+{{- end -}}
+{{- range $name := $reporterNames -}}
+{{- if not (hasKey $metrics $name) -}}
+{{- fail (printf "metrics.%s must be configured when metrics.reporters includes %s" $name $name) -}}
+{{- end -}}
+{{- $reporterConfig := index $metrics $name -}}
+{{- range $option, $value := $reporterConfig -}}
+{{- if ne $option "service" -}}
+{{- $fullKey := printf "metrics.reporter.%s.%s" $name $option -}}
+{{- if not (hasKey $config $fullKey) }}
+{{ $fullKey }}: {{ tpl (printf "%v" $value) $ }}
+{{- end -}}
+{{- end -}}
+{{- end -}}
+{{- end -}}
+{{- end -}}
+{{- end -}}
diff --git a/helm/templates/configmap.yaml b/helm/templates/configmap.yaml
index b0e868c90e..a3d4684ca8 100644
--- a/helm/templates/configmap.yaml
+++ b/helm/templates/configmap.yaml
@@ -26,4 +26,5 @@ data:
   server.yaml: |
     {{- range $key, $val := .Values.configurationOverrides }}
     {{ $key }}: {{ tpl (printf "%v" $val) $ }}
-    {{- end }}
\ No newline at end of file
+    {{- end }}
+    {{- include "fluss.metrics.config" . | nindent 4 }}
diff --git a/helm/templates/svc-metrics-coordinator.yaml b/helm/templates/svc-metrics-coordinator.yaml
new file mode 100644
index 0000000000..d1f99bc1a1
--- /dev/null
+++ b/helm/templates/svc-metrics-coordinator.yaml
@@ -0,0 +1,47 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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.
+#
+
+{{- if include "fluss.metrics.prometheusEnabled" . }}
+{{- $prometheus := .Values.metrics.prometheus | default dict }}
+{{- $promSvc := $prometheus.service | default dict }}
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ .Release.Name }}-coordinator-server-metrics-hs
+  labels:
+    {{- include "fluss.labels" . | nindent 4 }}
+    app.kubernetes.io/component: metrics
+    {{- with $promSvc.labels }}
+    {{- toYaml . | nindent 4 }}
+    {{- end }}
+  {{- with $promSvc.annotations }}
+  annotations:
+    {{- toYaml . | nindent 4 }}
+  {{- end }}
+spec:
+  clusterIP: None
+  type: ClusterIP
+  ports:
+    - name: {{ default "metrics" $promSvc.portName }}
+      protocol: TCP
+      port: {{ default 9249 $prometheus.port }}
+      targetPort: {{ default 9249 $prometheus.port }}
+  selector:
+    {{- include "fluss.selectorLabels" . | nindent 4 }}
+    app.kubernetes.io/component: coordinator
+{{- end }}
diff --git a/helm/templates/svc-metrics-tablet.yaml b/helm/templates/svc-metrics-tablet.yaml
new file mode 100644
index 0000000000..e8e00aca64
--- /dev/null
+++ b/helm/templates/svc-metrics-tablet.yaml
@@ -0,0 +1,47 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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.
+#
+
+{{- if include "fluss.metrics.prometheusEnabled" . }}
+{{- $prometheus := .Values.metrics.prometheus | default dict }}
+{{- $promSvc := $prometheus.service | default dict }}
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ .Release.Name }}-tablet-server-metrics-hs
+  labels:
+    {{- include "fluss.labels" . | nindent 4 }}
+    app.kubernetes.io/component: metrics
+    {{- with $promSvc.labels }}
+    {{- toYaml . | nindent 4 }}
+    {{- end }}
+  {{- with $promSvc.annotations }}
+  annotations:
+    {{- toYaml . | nindent 4 }}
+  {{- end }}
+spec:
+  clusterIP: None
+  type: ClusterIP
+  ports:
+    - name: {{ default "metrics" $promSvc.portName }}
+      protocol: TCP
+      port: {{ default 9249 $prometheus.port }}
+      targetPort: {{ default 9249 $prometheus.port }}
+  selector:
+    {{- include "fluss.selectorLabels" . | nindent 4 }}
+    app.kubernetes.io/component: tablet
+{{- end }}
diff --git a/helm/tests/metrics_test.yaml b/helm/tests/metrics_test.yaml
new file mode 100644
index 0000000000..cc3590223e
--- /dev/null
+++ b/helm/tests/metrics_test.yaml
@@ -0,0 +1,287 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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.
+#
+
+suite: metrics-disabled-configmap
+templates:
+  - templates/configmap.yaml
+tests:
+  - it: does not add metrics reporter settings when reporters are none
+    asserts:
+      - notMatchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporters:'
+      - notMatchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporter\.prometheus\.port:'
+---
+
+suite: metrics-enabled-configmap
+templates:
+  - templates/configmap.yaml
+tests:
+  - it: adds default prometheus reporter settings when prometheus is selected
+    set:
+      metrics.reporters: prometheus
+      metrics.prometheus: {}
+    asserts:
+      - matchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporters:\s*prometheus'
+      - matchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporter\.prometheus\.port:\s*9249'
+  - it: renders selected reporter options from values
+    set:
+      metrics.reporters: prometheus
+      metrics.prometheus:
+        port: 9249
+    asserts:
+      - matchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporters:\s*prometheus'
+      - matchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporter\.prometheus\.port:\s*9249'
+---
+
+suite: metrics-enabled-configmap-custom-reporters
+templates:
+  - templates/configmap.yaml
+tests:
+  - it: renders multiple selected reporter options from structured metrics values
+    set:
+      metrics.reporters: grph,prometheus
+      metrics.grph:
+        port: 9020
+        host: example-localhost
+        protocol: TCP
+        interval: "60 SECONDS"
+      metrics.prometheus:
+        port: 9249
+    asserts:
+      - matchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporters:\s*grph,prometheus'
+      - matchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporter\.grph\.port:\s*9020'
+      - matchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporter\.grph\.host:\s*example-localhost'
+      - matchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporter\.grph\.protocol:\s*TCP'
+      - matchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporter\.grph\.interval:\s*60 SECONDS'
+      - matchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporter\.prometheus\.port:\s*9249'
+---
+
+suite: metrics-invalid-selector
+templates:
+  - templates/configmap.yaml
+tests:
+  - it: fails when selected reporter block is missing
+    set:
+      metrics.reporters: prometheus
+      metrics.prometheus: null
+    asserts:
+      - failedTemplate:
+          errorMessage: metrics.prometheus must be configured when metrics.reporters includes prometheus
+  - it: fails when none is combined with another reporter
+    set:
+      metrics.reporters: none,prometheus
+      metrics.prometheus: {}
+    asserts:
+      - failedTemplate:
+          errorMessage: metrics.reporters cannot combine 'none' with other reporters
+---
+
+suite: metrics-config-overrides-precedence
+templates:
+  - templates/configmap.yaml
+tests:
+  - it: prefers configurationOverrides for reporter keys when both are set
+    set:
+      metrics.reporters: prometheus
+      metrics.prometheus:
+        port: 9249
+      configurationOverrides:
+        metrics.reporter.prometheus.port: 9300
+    asserts:
+      - matchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporter\.prometheus\.port:\s*9300'
+      - notMatchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporter\.prometheus\.port:\s*9249'
+  - it: prefers configurationOverrides for metrics.reporters when both are set
+    set:
+      metrics.reporters: grph,prometheus
+      metrics.grph:
+        port: 9020
+      metrics.prometheus:
+        port: 9249
+      configurationOverrides:
+        metrics.reporters: grph
+    asserts:
+      - matchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporters:\s*grph'
+      - notMatchRegex:
+          path: data["server.yaml"]
+          pattern: 'metrics\.reporters:\s*grph,prometheus'
+---
+
+suite: metrics-service-disabled
+templates:
+  - templates/svc-metrics-coordinator.yaml
+tests:
+  - it: does not render coordinator metrics service when reporters are none
+    asserts:
+      - hasDocuments:
+          count: 0
+  - it: does not render coordinator metrics service when prometheus reporter is absent
+    set:
+      metrics.reporters: jmx
+      metrics.jmx:
+        port: 9250
+    asserts:
+      - hasDocuments:
+          count: 0
+---
+
+suite: metrics-service-enabled
+templates:
+  - templates/svc-metrics-coordinator.yaml
+tests:
+  - it: renders coordinator metrics service with named metrics port
+    set:
+      metrics.reporters: prometheus
+      metrics.prometheus:
+        port: 9249
+    asserts:
+      - equal:
+          path: metadata.name
+          value: RELEASE-NAME-coordinator-server-metrics-hs
+      - equal:
+          path: spec.ports[0].name
+          value: metrics
+      - equal:
+          path: spec.ports[0].port
+          value: 9249
+      - equal:
+          path: spec.clusterIP
+          value: None
+  - it: renders custom port name and service labels for ServiceMonitor selectors
+    set:
+      metrics.reporters: prometheus
+      metrics.prometheus.service.portName: fluss-metrics
+      metrics.prometheus.service.labels:
+        monitoring: enabled
+    asserts:
+      - equal:
+          path: spec.ports[0].name
+          value: fluss-metrics
+      - equal:
+          path: metadata.labels.monitoring
+          value: enabled
+  - it: renders value-driven annotations on metrics service when provided
+    set:
+      metrics.reporters: prometheus
+      metrics.prometheus.service.annotations:
+        prometheus.io/scrape: "true"
+        prometheus.io/path: "/metrics"
+        prometheus.io/port: "9249"
+    asserts:
+      - equal:
+          path: metadata.annotations["prometheus.io/scrape"]
+          value: "true"
+      - equal:
+          path: metadata.annotations["prometheus.io/path"]
+          value: "/metrics"
+      - equal:
+          path: metadata.annotations["prometheus.io/port"]
+          value: "9249"
+  - it: renders no annotations when not configured
+    set:
+      metrics.reporters: prometheus
+    asserts:
+      - isNull:
+          path: metadata.annotations
+  - it: uses metrics component label
+    set:
+      metrics.reporters: prometheus
+    asserts:
+      - equal:
+          path: metadata.labels["app.kubernetes.io/component"]
+          value: metrics
+---
+
+suite: pod-service-separation
+templates:
+  - templates/svc-coordinator.yaml
+  - templates/svc-tablet.yaml
+tests:
+  - it: keeps coordinator pod service without metrics annotations
+    set:
+      metrics.reporters: prometheus
+      metrics.prometheus.service.annotations:
+        prometheus.io/scrape: "true"
+    template: templates/svc-coordinator.yaml
+    asserts:
+      - notExists:
+          path: metadata.annotations
+  - it: keeps tablet pod service without metrics annotations
+    set:
+      metrics.reporters: prometheus
+      metrics.prometheus.service.annotations:
+        prometheus.io/scrape: "true"
+    template: templates/svc-tablet.yaml
+    asserts:
+      - notExists:
+          path: metadata.annotations
+---
+
+suite: metrics-enabled-statefulset
+templates:
+  - templates/sts-coordinator.yaml
+  - templates/sts-tablet.yaml
+tests:
+  - it: does not expose metrics container port for coordinator
+    set:
+      metrics.reporters: prometheus
+    template: templates/sts-coordinator.yaml
+    asserts:
+      - notContains:
+          path: spec.template.spec.containers[0].ports
+          content:
+            name: metrics
+            containerPort: 9249
+  - it: does not expose metrics container port for tablet
+    set:
+      metrics.reporters: prometheus
+    template: templates/sts-tablet.yaml
+    asserts:
+      - notContains:
+          path: spec.template.spec.containers[0].ports
+          content:
+            name: metrics
+            containerPort: 9249
diff --git a/helm/values.yaml b/helm/values.yaml
index db5d3fc2a9..41f951d7bf 100644
--- a/helm/values.yaml
+++ b/helm/values.yaml
@@ -58,6 +58,17 @@ listeners:
   client:
     port: 9124
 
+metrics:
+  reporters: none
+  prometheus:
+    port: 9249
+    service:
+      portName: metrics
+      labels: {}
+      annotations: {}
+  jmx:
+    port: 9250
+
 resources: {}
   # We usually recommend not to specify default resources and to leave this as a conscious
   # choice for the user. This also increases chances charts run on environments with little
diff --git a/website/docs/install-deploy/deploying-with-helm.md b/website/docs/install-deploy/deploying-with-helm.md
index 9bdbf414e5..cd1ebcdeac 100644
--- a/website/docs/install-deploy/deploying-with-helm.md
+++ b/website/docs/install-deploy/deploying-with-helm.md
@@ -139,7 +139,7 @@ The Fluss Helm chart deploys the following Kubernetes resources:
 - **CoordinatorServer**: 1x StatefulSet with Headless Service for cluster coordination
 - **TabletServer**: 3x StatefulSet with Headless Service for data storage and processing
 - **ConfigMap**: Configuration management for `server.yaml` settings
-- **Services**: Headless services providing stable pod DNS names
+- **Services**: Headless services providing stable pod DNS names, plus optional dedicated headless services when metrics are enabled
 
 ### Step 3: Verify Installation
 
@@ -183,6 +183,17 @@ The following table lists the configurable parameters of the Fluss chart and the
 | `listeners.internal.port` | Internal communication port | `9123` |
 | `listeners.client.port` | Client port (intra-cluster) | `9124` |
 
+### Metrics Parameters
+
+| Parameter | Description | Default |
+|-----------|-------------|---------|
+| `metrics.reporters` | Comma-separated reporter selector; use `none` to disable metrics | `none` |
+| `metrics.jmx.port` | JMX reporter port range | `9250` |
+| `metrics.prometheus.port` | Prometheus reporter port | `9249` |
+| `metrics.prometheus.service.portName` | Named port exposed on metrics services (used by ServiceMonitor endpoint `port`) | `metrics` |
+| `metrics.prometheus.service.labels` | Additional labels added to metrics services for ServiceMonitor selectors | `{}` |
+| `metrics.prometheus.service.annotations` | Optional annotations added to metrics services (for annotation-based scraping) | `{}` |
+
 ### Fluss Configuration Overrides
 
 | Parameter | Description | Default |
@@ -255,6 +266,61 @@ listeners:
     port: 9124
 ```
 
+### Metrics and Monitoring
+
+When `metrics.reporters` is not `none`, the chart adds the following `server.yaml` config entries:
+
+- `metrics.reporters`: comma-separated reporter names from `metrics.reporters`
+- `metrics.reporter.<name>.<option>`: one entry per reporter option in `metrics.<name>`
+
+If a metrics key is already provided in `configurationOverrides` (for example, `metrics.reporters` or `metrics.reporter.prometheus.port`), the chart keeps the value from `configurationOverrides`.
+
+#### Prometheus Annotation Based Scraping
+
+The example values below show how to add annotations to the metrics services so that a Prometheus server can discover and scrape them automatically based on the annotations:
+
+```yaml
+metrics:
+  reporters: prometheus
+  prometheus:
+    port: 9249
+    service:
+      annotations:
+        prometheus.io/scrape: "true"
+        prometheus.io/path: "/metrics"
+        prometheus.io/port: "9249"
+```
+
+#### Prometheus ServiceMonitor Based Scraping
+
+Similarly, if using the [Prometheus Operator](https://prometheus-operator.dev/), use the values below to add labels to the metrics services:
+
+```yaml
+metrics:
+  reporters: prometheus
+  prometheus:
+    port: 9249
+    service:
+      portName: metrics
+      labels:
+        monitoring: enabled
+```
+
+Then create a [`ServiceMonitor`](https://prometheus-operator.dev/docs/api-reference/api/#monitoring.coreos.com/v1.ServiceMonitor) that selects them matching the labels:
+
+```yaml
+apiVersion: monitoring.coreos.com/v1
+kind: ServiceMonitor
+metadata:
+  name: fluss-metrics
+spec:
+  selector:
+    matchLabels:
+      monitoring: enabled
+  endpoints:
+    - port: metrics
+```
+
 ### Storage Configuration
 
 Configure different storage volumes for coordinator or tablet pods: