diff --git a/packages/kubernetes/changelog.yml b/packages/kubernetes/changelog.yml
index b4a5bbb63aa6..9606cec7799c 100644
--- a/packages/kubernetes/changelog.yml
+++ b/packages/kubernetes/changelog.yml
@@ -1,4 +1,9 @@
 # newer versions go on top
+- version: "1.40.0-beta"
+  changes:
+    - description: Enable TSDS for metrics data_streams, except events for beta testing
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6159
 - version: "1.39.0"
   changes:
     - description: Remove container.name as a dimension.
diff --git a/packages/kubernetes/data_stream/apiserver/manifest.yml b/packages/kubernetes/data_stream/apiserver/manifest.yml
index f091715b0632..09c6f7c94a82 100644
--- a/packages/kubernetes/data_stream/apiserver/manifest.yml
+++ b/packages/kubernetes/data_stream/apiserver/manifest.yml
@@ -1,5 +1,7 @@
 title: Kubernetes API Server metrics
 type: metrics
+elasticsearch:
+  index_mode: "time_series"
 streams:
   - input: kubernetes/metrics
     vars:
diff --git a/packages/kubernetes/data_stream/container/manifest.yml b/packages/kubernetes/data_stream/container/manifest.yml
index 873646c31f56..d7bd847229e6 100644
--- a/packages/kubernetes/data_stream/container/manifest.yml
+++ b/packages/kubernetes/data_stream/container/manifest.yml
@@ -1,5 +1,7 @@
 title: Kubernetes Container metrics
 type: metrics
+elasticsearch:
+  index_mode: "time_series"
 streams:
   - input: kubernetes/metrics
     vars:
diff --git a/packages/kubernetes/data_stream/controllermanager/manifest.yml b/packages/kubernetes/data_stream/controllermanager/manifest.yml
index ca50c1406a6f..1af8e3850345 100644
--- a/packages/kubernetes/data_stream/controllermanager/manifest.yml
+++ b/packages/kubernetes/data_stream/controllermanager/manifest.yml
@@ -1,5 +1,7 @@
 title: Kubernetes Controller Manager metrics
 type: metrics
+elasticsearch:
+  index_mode: "time_series"
 streams:
   - input: kubernetes/metrics
     enabled: false
diff --git a/packages/kubernetes/data_stream/node/manifest.yml b/packages/kubernetes/data_stream/node/manifest.yml
index d4b0232fd6d4..9914cdd88995 100644
--- a/packages/kubernetes/data_stream/node/manifest.yml
+++ b/packages/kubernetes/data_stream/node/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes Node metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/pod/manifest.yml b/packages/kubernetes/data_stream/pod/manifest.yml
index b7944c3f1ed6..7194505cc244 100644
--- a/packages/kubernetes/data_stream/pod/manifest.yml
+++ b/packages/kubernetes/data_stream/pod/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes Pod metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/proxy/manifest.yml b/packages/kubernetes/data_stream/proxy/manifest.yml
index 8f03a56de272..a20e40780e00 100644
--- a/packages/kubernetes/data_stream/proxy/manifest.yml
+++ b/packages/kubernetes/data_stream/proxy/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes Proxy metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/scheduler/manifest.yml b/packages/kubernetes/data_stream/scheduler/manifest.yml
index a228e393b819..f4ee7265ba95 100644
--- a/packages/kubernetes/data_stream/scheduler/manifest.yml
+++ b/packages/kubernetes/data_stream/scheduler/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes Scheduler metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/state_container/manifest.yml b/packages/kubernetes/data_stream/state_container/manifest.yml
index e47b6d409f24..735ad6978805 100644
--- a/packages/kubernetes/data_stream/state_container/manifest.yml
+++ b/packages/kubernetes/data_stream/state_container/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes Container metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/state_cronjob/manifest.yml b/packages/kubernetes/data_stream/state_cronjob/manifest.yml
index d06cb5ada581..0bd4bc547725 100644
--- a/packages/kubernetes/data_stream/state_cronjob/manifest.yml
+++ b/packages/kubernetes/data_stream/state_cronjob/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes Cronjob metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/state_daemonset/manifest.yml b/packages/kubernetes/data_stream/state_daemonset/manifest.yml
index 999d8f4b51b7..b261bd14bde4 100644
--- a/packages/kubernetes/data_stream/state_daemonset/manifest.yml
+++ b/packages/kubernetes/data_stream/state_daemonset/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes Deamonset metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/state_deployment/manifest.yml b/packages/kubernetes/data_stream/state_deployment/manifest.yml
index 317174b0ae98..003633adec92 100644
--- a/packages/kubernetes/data_stream/state_deployment/manifest.yml
+++ b/packages/kubernetes/data_stream/state_deployment/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes Deployment metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/state_job/manifest.yml b/packages/kubernetes/data_stream/state_job/manifest.yml
index e6781d4bd9c0..2fcc1f76139b 100644
--- a/packages/kubernetes/data_stream/state_job/manifest.yml
+++ b/packages/kubernetes/data_stream/state_job/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes Job metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/state_node/manifest.yml b/packages/kubernetes/data_stream/state_node/manifest.yml
index 54a6e060ebff..a40bddac80b2 100644
--- a/packages/kubernetes/data_stream/state_node/manifest.yml
+++ b/packages/kubernetes/data_stream/state_node/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes Node metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/state_persistentvolume/manifest.yml b/packages/kubernetes/data_stream/state_persistentvolume/manifest.yml
index ff9f3a1968ac..cf40b357fc0d 100644
--- a/packages/kubernetes/data_stream/state_persistentvolume/manifest.yml
+++ b/packages/kubernetes/data_stream/state_persistentvolume/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes PersistentVolume metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/state_persistentvolumeclaim/manifest.yml b/packages/kubernetes/data_stream/state_persistentvolumeclaim/manifest.yml
index 00b1ed35808a..41fe7a94554c 100644
--- a/packages/kubernetes/data_stream/state_persistentvolumeclaim/manifest.yml
+++ b/packages/kubernetes/data_stream/state_persistentvolumeclaim/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes PersistentVolumeClaim metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/state_pod/manifest.yml b/packages/kubernetes/data_stream/state_pod/manifest.yml
index 952ac9440e99..d854b774487b 100644
--- a/packages/kubernetes/data_stream/state_pod/manifest.yml
+++ b/packages/kubernetes/data_stream/state_pod/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes Pod metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/state_replicaset/manifest.yml b/packages/kubernetes/data_stream/state_replicaset/manifest.yml
index 57da90f35ea6..78bfeecf1be1 100644
--- a/packages/kubernetes/data_stream/state_replicaset/manifest.yml
+++ b/packages/kubernetes/data_stream/state_replicaset/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes state_replicaset metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/state_resourcequota/manifest.yml b/packages/kubernetes/data_stream/state_resourcequota/manifest.yml
index 9e3a53752619..63fb14fa9662 100644
--- a/packages/kubernetes/data_stream/state_resourcequota/manifest.yml
+++ b/packages/kubernetes/data_stream/state_resourcequota/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes ResourceQuota metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/state_service/manifest.yml b/packages/kubernetes/data_stream/state_service/manifest.yml
index 22e3576c3150..c7eca8a1cdfd 100644
--- a/packages/kubernetes/data_stream/state_service/manifest.yml
+++ b/packages/kubernetes/data_stream/state_service/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes Service metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/state_statefulset/manifest.yml b/packages/kubernetes/data_stream/state_statefulset/manifest.yml
index f5749efb8714..6485550f302a 100644
--- a/packages/kubernetes/data_stream/state_statefulset/manifest.yml
+++ b/packages/kubernetes/data_stream/state_statefulset/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes StatefulSet metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/state_storageclass/manifest.yml b/packages/kubernetes/data_stream/state_storageclass/manifest.yml
index 8fbbb409b5f5..0120b7c4e8af 100644
--- a/packages/kubernetes/data_stream/state_storageclass/manifest.yml
+++ b/packages/kubernetes/data_stream/state_storageclass/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes StorageClass metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/system/manifest.yml b/packages/kubernetes/data_stream/system/manifest.yml
index 36a3e1d3ca18..d0f33df288a5 100644
--- a/packages/kubernetes/data_stream/system/manifest.yml
+++ b/packages/kubernetes/data_stream/system/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes System metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/data_stream/volume/manifest.yml b/packages/kubernetes/data_stream/volume/manifest.yml
index c18a42429a3f..b2fe34088de0 100644
--- a/packages/kubernetes/data_stream/volume/manifest.yml
+++ b/packages/kubernetes/data_stream/volume/manifest.yml
@@ -1,4 +1,6 @@
 title: Kubernetes Volume metrics
+elasticsearch:
+  index_mode: "time_series"
 type: metrics
 streams:
   - input: kubernetes/metrics
diff --git a/packages/kubernetes/manifest.yml b/packages/kubernetes/manifest.yml
index c7f2dc90bce4..9c9ec99ac7f9 100644
--- a/packages/kubernetes/manifest.yml
+++ b/packages/kubernetes/manifest.yml
@@ -1,9 +1,9 @@
 format_version: 1.0.0
 name: kubernetes
 title: Kubernetes
-version: 1.39.0
+version: 1.40.0-beta
 license: basic
-description: Collect logs and metrics from Kubernetes clusters with Elastic Agent.
+description: Collect logs and metrics from Kubernetes clusters with Elastic Agent (TSDB Beta).
 type: integration
 categories:
   - observability
@@ -11,7 +11,7 @@ categories:
   - kubernetes
 release: ga
 conditions:
-  kibana.version: "^8.6.1"
+  kibana.version: "^8.8.0"
 screenshots:
   - src: /img/metricbeat_kubernetes_overview.png
     title: Metricbeat Kubernetes Overview