diff --git a/Gopkg.lock b/Gopkg.lock
index 5a4f12706ae65..ac3bb81655054 100644
--- a/Gopkg.lock
+++ b/Gopkg.lock
@@ -403,6 +403,7 @@
     "apis/apps/v1beta1",
     "apis/apps/v1beta2",
     "apis/core/v1",
+    "apis/extensions/v1beta1",
     "apis/meta/v1",
     "apis/policy/v1beta1",
     "apis/resource",
@@ -1616,6 +1617,7 @@
     "github.com/ericchiang/k8s/apis/apps/v1beta1",
     "github.com/ericchiang/k8s/apis/apps/v1beta2",
     "github.com/ericchiang/k8s/apis/core/v1",
+    "github.com/ericchiang/k8s/apis/extensions/v1beta1",
     "github.com/ericchiang/k8s/apis/meta/v1",
     "github.com/ericchiang/k8s/apis/resource",
     "github.com/ericchiang/k8s/util/intstr",
diff --git a/plugins/inputs/kube_inventory/client.go b/plugins/inputs/kube_inventory/client.go
index bf207b0ad46d6..5bb2baf5ce412 100644
--- a/plugins/inputs/kube_inventory/client.go
+++ b/plugins/inputs/kube_inventory/client.go
@@ -8,6 +8,7 @@ import (
 	"github.com/ericchiang/k8s/apis/apps/v1beta1"
 	"github.com/ericchiang/k8s/apis/apps/v1beta2"
 	"github.com/ericchiang/k8s/apis/core/v1"
+	v1beta1EXT "github.com/ericchiang/k8s/apis/extensions/v1beta1"
 
 	"github.com/influxdata/telegraf/internal/tls"
 )
@@ -61,6 +62,20 @@ func (c *client) getDeployments(ctx context.Context) (*v1beta1.DeploymentList, e
 	return list, c.List(ctx, c.namespace, list)
 }
 
+func (c *client) getEndpoints(ctx context.Context) (*v1.EndpointsList, error) {
+	list := new(v1.EndpointsList)
+	ctx, cancel := context.WithTimeout(ctx, c.timeout)
+	defer cancel()
+	return list, c.List(ctx, c.namespace, list)
+}
+
+func (c *client) getIngress(ctx context.Context) (*v1beta1EXT.IngressList, error) {
+	list := new(v1beta1EXT.IngressList)
+	ctx, cancel := context.WithTimeout(ctx, c.timeout)
+	defer cancel()
+	return list, c.List(ctx, c.namespace, list)
+}
+
 func (c *client) getNodes(ctx context.Context) (*v1.NodeList, error) {
 	list := new(v1.NodeList)
 	ctx, cancel := context.WithTimeout(ctx, c.timeout)
@@ -89,6 +104,13 @@ func (c *client) getPods(ctx context.Context) (*v1.PodList, error) {
 	return list, c.List(ctx, c.namespace, list)
 }
 
+func (c *client) getServices(ctx context.Context) (*v1.ServiceList, error) {
+	list := new(v1.ServiceList)
+	ctx, cancel := context.WithTimeout(ctx, c.timeout)
+	defer cancel()
+	return list, c.List(ctx, c.namespace, list)
+}
+
 func (c *client) getStatefulSets(ctx context.Context) (*v1beta1.StatefulSetList, error) {
 	list := new(v1beta1.StatefulSetList)
 	ctx, cancel := context.WithTimeout(ctx, c.timeout)
diff --git a/plugins/inputs/kube_inventory/client_test.go b/plugins/inputs/kube_inventory/client_test.go
index 4f54755b02362..3e4eaf7522249 100644
--- a/plugins/inputs/kube_inventory/client_test.go
+++ b/plugins/inputs/kube_inventory/client_test.go
@@ -4,6 +4,7 @@ import (
 	"testing"
 	"time"
 
+	"github.com/ericchiang/k8s/util/intstr"
 	"github.com/influxdata/telegraf/internal/tls"
 )
 
@@ -27,6 +28,13 @@ func toBoolPtr(b bool) *bool {
 	return &b
 }
 
+func toIntStrPtrS(s string) *intstr.IntOrString {
+	return &intstr.IntOrString{StrVal: &s}
+}
+
+func toIntStrPtrI(i int32) *intstr.IntOrString {
+	return &intstr.IntOrString{IntVal: &i}
+}
 func TestNewClient(t *testing.T) {
 	_, err := newClient("https://127.0.0.1:443/", "default", "abc123", time.Second, tls.ClientConfig{})
 	if err != nil {
diff --git a/plugins/inputs/kube_inventory/endpoint.go b/plugins/inputs/kube_inventory/endpoint.go
new file mode 100644
index 0000000000000..7298789da8e08
--- /dev/null
+++ b/plugins/inputs/kube_inventory/endpoint.go
@@ -0,0 +1,82 @@
+package kube_inventory
+
+import (
+	"context"
+	"strings"
+	"time"
+
+	"github.com/ericchiang/k8s/apis/core/v1"
+
+	"github.com/influxdata/telegraf"
+)
+
+func collectEndpoints(ctx context.Context, acc telegraf.Accumulator, ki *KubernetesInventory) {
+	list, err := ki.client.getEndpoints(ctx)
+	if err != nil {
+		acc.AddError(err)
+		return
+	}
+	for _, i := range list.Items {
+		if err = ki.gatherEndpoint(*i, acc); err != nil {
+			acc.AddError(err)
+			return
+		}
+	}
+}
+
+func (ki *KubernetesInventory) gatherEndpoint(e v1.Endpoints, acc telegraf.Accumulator) error {
+	if e.Metadata.CreationTimestamp.GetSeconds() == 0 && e.Metadata.CreationTimestamp.GetNanos() == 0 {
+		return nil
+	}
+
+	fields := map[string]interface{}{
+		"created":    time.Unix(e.Metadata.CreationTimestamp.GetSeconds(), int64(e.Metadata.CreationTimestamp.GetNanos())).UnixNano(),
+		"generation": e.Metadata.GetGeneration(),
+	}
+
+	tags := map[string]string{
+		"endpoint_name": e.Metadata.GetName(),
+		"namespace":     e.Metadata.GetNamespace(),
+	}
+
+	for _, endpoint := range e.GetSubsets() {
+		for _, readyAddr := range endpoint.GetAddresses() {
+			fields["ready"] = true
+
+			tags["hostname"] = readyAddr.GetHostname()
+			tags["node_name"] = readyAddr.GetNodeName()
+			if readyAddr.TargetRef != nil {
+				tags[strings.ToLower(readyAddr.GetTargetRef().GetKind())] = readyAddr.GetTargetRef().GetName()
+			}
+
+			for _, port := range endpoint.GetPorts() {
+				fields["port"] = port.GetPort()
+
+				tags["port_name"] = port.GetName()
+				tags["port_protocol"] = port.GetProtocol()
+
+				acc.AddFields(endpointMeasurement, fields, tags)
+			}
+		}
+		for _, notReadyAddr := range endpoint.GetNotReadyAddresses() {
+			fields["ready"] = false
+
+			tags["hostname"] = notReadyAddr.GetHostname()
+			tags["node_name"] = notReadyAddr.GetNodeName()
+			if notReadyAddr.TargetRef != nil {
+				tags[strings.ToLower(notReadyAddr.GetTargetRef().GetKind())] = notReadyAddr.GetTargetRef().GetName()
+			}
+
+			for _, port := range endpoint.GetPorts() {
+				fields["port"] = port.GetPort()
+
+				tags["port_name"] = port.GetName()
+				tags["port_protocol"] = port.GetProtocol()
+
+				acc.AddFields(endpointMeasurement, fields, tags)
+			}
+		}
+	}
+
+	return nil
+}
diff --git a/plugins/inputs/kube_inventory/endpoint_test.go b/plugins/inputs/kube_inventory/endpoint_test.go
new file mode 100644
index 0000000000000..b88c388162bd2
--- /dev/null
+++ b/plugins/inputs/kube_inventory/endpoint_test.go
@@ -0,0 +1,194 @@
+package kube_inventory
+
+import (
+	"testing"
+	"time"
+
+	"github.com/ericchiang/k8s/apis/core/v1"
+	metav1 "github.com/ericchiang/k8s/apis/meta/v1"
+	"github.com/influxdata/telegraf/testutil"
+)
+
+func TestEndpoint(t *testing.T) {
+	cli := &client{}
+
+	now := time.Now()
+	now = time.Date(now.Year(), now.Month(), now.Day(), now.Hour(), 1, 36, 0, now.Location())
+
+	tests := []struct {
+		name     string
+		handler  *mockHandler
+		output   *testutil.Accumulator
+		hasError bool
+	}{
+		{
+			name: "no endpoints",
+			handler: &mockHandler{
+				responseMap: map[string]interface{}{
+					"/endpoints/": &v1.EndpointsList{},
+				},
+			},
+			hasError: false,
+		},
+		{
+			name: "collect ready endpoints",
+			handler: &mockHandler{
+				responseMap: map[string]interface{}{
+					"/endpoints/": &v1.EndpointsList{
+						Items: []*v1.Endpoints{
+							{
+								Subsets: []*v1.EndpointSubset{
+									{
+										Addresses: []*v1.EndpointAddress{
+											{
+												Hostname: toStrPtr("storage-6"),
+												NodeName: toStrPtr("b.storage.internal"),
+												TargetRef: &v1.ObjectReference{
+													Kind: toStrPtr("pod"),
+													Name: toStrPtr("storage-6"),
+												},
+											},
+										},
+										Ports: []*v1.EndpointPort{
+											{
+												Name:     toStrPtr("server"),
+												Protocol: toStrPtr("TCP"),
+												Port:     toInt32Ptr(8080),
+											},
+										},
+									},
+								},
+								Metadata: &metav1.ObjectMeta{
+									Generation:        toInt64Ptr(12),
+									Namespace:         toStrPtr("ns1"),
+									Name:              toStrPtr("storage"),
+									CreationTimestamp: &metav1.Time{Seconds: toInt64Ptr(now.Unix())},
+								},
+							},
+						},
+					},
+				},
+			},
+			output: &testutil.Accumulator{
+				Metrics: []*testutil.Metric{
+					{
+						Fields: map[string]interface{}{
+							"ready":      true,
+							"port":       int32(8080),
+							"generation": int64(12),
+							"created":    now.UnixNano(),
+						},
+						Tags: map[string]string{
+							"endpoint_name": "storage",
+							"namespace":     "ns1",
+							"hostname":      "storage-6",
+							"node_name":     "b.storage.internal",
+							"port_name":     "server",
+							"port_protocol": "TCP",
+							"pod":           "storage-6",
+						},
+					},
+				},
+			},
+			hasError: false,
+		},
+		{
+			name: "collect notready endpoints",
+			handler: &mockHandler{
+				responseMap: map[string]interface{}{
+					"/endpoints/": &v1.EndpointsList{
+						Items: []*v1.Endpoints{
+							{
+								Subsets: []*v1.EndpointSubset{
+									{
+										NotReadyAddresses: []*v1.EndpointAddress{
+											{
+												Hostname: toStrPtr("storage-6"),
+												NodeName: toStrPtr("b.storage.internal"),
+												TargetRef: &v1.ObjectReference{
+													Kind: toStrPtr("pod"),
+													Name: toStrPtr("storage-6"),
+												},
+											},
+										},
+										Ports: []*v1.EndpointPort{
+											{
+												Name:     toStrPtr("server"),
+												Protocol: toStrPtr("TCP"),
+												Port:     toInt32Ptr(8080),
+											},
+										},
+									},
+								},
+								Metadata: &metav1.ObjectMeta{
+									Generation:        toInt64Ptr(12),
+									Namespace:         toStrPtr("ns1"),
+									Name:              toStrPtr("storage"),
+									CreationTimestamp: &metav1.Time{Seconds: toInt64Ptr(now.Unix())},
+								},
+							},
+						},
+					},
+				},
+			},
+			output: &testutil.Accumulator{
+				Metrics: []*testutil.Metric{
+					{
+						Fields: map[string]interface{}{
+							"ready":      false,
+							"port":       int32(8080),
+							"generation": int64(12),
+							"created":    now.UnixNano(),
+						},
+						Tags: map[string]string{
+							"endpoint_name": "storage",
+							"namespace":     "ns1",
+							"hostname":      "storage-6",
+							"node_name":     "b.storage.internal",
+							"port_name":     "server",
+							"port_protocol": "TCP",
+							"pod":           "storage-6",
+						},
+					},
+				},
+			},
+			hasError: false,
+		},
+	}
+
+	for _, v := range tests {
+		ks := &KubernetesInventory{
+			client: cli,
+		}
+		acc := new(testutil.Accumulator)
+		for _, endpoint := range ((v.handler.responseMap["/endpoints/"]).(*v1.EndpointsList)).Items {
+			err := ks.gatherEndpoint(*endpoint, acc)
+			if err != nil {
+				t.Errorf("Failed to gather endpoint - %s", err.Error())
+			}
+		}
+
+		err := acc.FirstError()
+		if err == nil && v.hasError {
+			t.Fatalf("%s failed, should have error", v.name)
+		} else if err != nil && !v.hasError {
+			t.Fatalf("%s failed, err: %v", v.name, err)
+		}
+		if v.output == nil && len(acc.Metrics) > 0 {
+			t.Fatalf("%s: collected extra data", v.name)
+		} else if v.output != nil && len(v.output.Metrics) > 0 {
+			for i := range v.output.Metrics {
+				for k, m := range v.output.Metrics[i].Tags {
+					if acc.Metrics[i].Tags[k] != m {
+						t.Fatalf("%s: tag %s metrics unmatch Expected %s, got '%v'\n", v.name, k, m, acc.Metrics[i].Tags[k])
+					}
+				}
+				for k, m := range v.output.Metrics[i].Fields {
+					if acc.Metrics[i].Fields[k] != m {
+						t.Fatalf("%s: field %s metrics unmatch Expected %v(%T), got %v(%T)\n", v.name, k, m, m, acc.Metrics[i].Fields[k], acc.Metrics[i].Fields[k])
+					}
+				}
+			}
+		}
+	}
+}
diff --git a/plugins/inputs/kube_inventory/ingress.go b/plugins/inputs/kube_inventory/ingress.go
new file mode 100644
index 0000000000000..6d5c8019927cf
--- /dev/null
+++ b/plugins/inputs/kube_inventory/ingress.go
@@ -0,0 +1,60 @@
+package kube_inventory
+
+import (
+	"context"
+	"time"
+
+	v1beta1EXT "github.com/ericchiang/k8s/apis/extensions/v1beta1"
+
+	"github.com/influxdata/telegraf"
+)
+
+func collectIngress(ctx context.Context, acc telegraf.Accumulator, ki *KubernetesInventory) {
+	list, err := ki.client.getIngress(ctx)
+	if err != nil {
+		acc.AddError(err)
+		return
+	}
+	for _, i := range list.Items {
+		if err = ki.gatherIngress(*i, acc); err != nil {
+			acc.AddError(err)
+			return
+		}
+	}
+}
+
+func (ki *KubernetesInventory) gatherIngress(i v1beta1EXT.Ingress, acc telegraf.Accumulator) error {
+	if i.Metadata.CreationTimestamp.GetSeconds() == 0 && i.Metadata.CreationTimestamp.GetNanos() == 0 {
+		return nil
+	}
+
+	fields := map[string]interface{}{
+		"created":    time.Unix(i.Metadata.CreationTimestamp.GetSeconds(), int64(i.Metadata.CreationTimestamp.GetNanos())).UnixNano(),
+		"generation": i.Metadata.GetGeneration(),
+	}
+
+	tags := map[string]string{
+		"ingress_name": i.Metadata.GetName(),
+		"namespace":    i.Metadata.GetNamespace(),
+	}
+
+	for _, ingress := range i.GetStatus().GetLoadBalancer().GetIngress() {
+		tags["hostname"] = ingress.GetHostname()
+		tags["ip"] = ingress.GetIp()
+
+		for _, rule := range i.GetSpec().GetRules() {
+			for _, path := range rule.GetIngressRuleValue().GetHttp().GetPaths() {
+				fields["backend_service_port"] = path.GetBackend().GetServicePort().GetIntVal()
+				fields["tls"] = i.GetSpec().GetTls() != nil
+
+				tags["backend_service_name"] = path.GetBackend().GetServiceName()
+				tags["path"] = path.GetPath()
+				tags["host"] = rule.GetHost()
+
+				acc.AddFields(ingressMeasurement, fields, tags)
+			}
+		}
+	}
+
+	return nil
+}
diff --git a/plugins/inputs/kube_inventory/ingress_test.go b/plugins/inputs/kube_inventory/ingress_test.go
new file mode 100644
index 0000000000000..e3b44512cc11f
--- /dev/null
+++ b/plugins/inputs/kube_inventory/ingress_test.go
@@ -0,0 +1,142 @@
+package kube_inventory
+
+import (
+	"testing"
+	"time"
+
+	"github.com/ericchiang/k8s/apis/core/v1"
+	v1beta1EXT "github.com/ericchiang/k8s/apis/extensions/v1beta1"
+	metav1 "github.com/ericchiang/k8s/apis/meta/v1"
+	"github.com/influxdata/telegraf/testutil"
+)
+
+func TestIngress(t *testing.T) {
+	cli := &client{}
+
+	now := time.Now()
+	now = time.Date(now.Year(), now.Month(), now.Day(), now.Hour(), 1, 36, 0, now.Location())
+
+	tests := []struct {
+		name     string
+		handler  *mockHandler
+		output   *testutil.Accumulator
+		hasError bool
+	}{
+		{
+			name: "no ingress",
+			handler: &mockHandler{
+				responseMap: map[string]interface{}{
+					"/ingress/": &v1beta1EXT.IngressList{},
+				},
+			},
+			hasError: false,
+		},
+		{
+			name: "collect ingress",
+			handler: &mockHandler{
+				responseMap: map[string]interface{}{
+					"/ingress/": &v1beta1EXT.IngressList{
+						Items: []*v1beta1EXT.Ingress{
+							{
+								Status: &v1beta1EXT.IngressStatus{
+									LoadBalancer: &v1.LoadBalancerStatus{
+										Ingress: []*v1.LoadBalancerIngress{
+											{
+												Hostname: toStrPtr("chron-1"),
+												Ip:       toStrPtr("1.0.0.127"),
+											},
+										},
+									},
+								},
+								Spec: &v1beta1EXT.IngressSpec{
+									Rules: []*v1beta1EXT.IngressRule{
+										{
+											Host: toStrPtr("ui.internal"),
+											IngressRuleValue: &v1beta1EXT.IngressRuleValue{
+												Http: &v1beta1EXT.HTTPIngressRuleValue{
+													Paths: []*v1beta1EXT.HTTPIngressPath{
+														{
+															Path: toStrPtr("/"),
+															Backend: &v1beta1EXT.IngressBackend{
+																ServiceName: toStrPtr("chronografd"),
+																ServicePort: toIntStrPtrI(8080),
+															},
+														},
+													},
+												},
+											},
+										},
+									},
+								},
+								Metadata: &metav1.ObjectMeta{
+									Generation:        toInt64Ptr(12),
+									Namespace:         toStrPtr("ns1"),
+									Name:              toStrPtr("ui-lb"),
+									CreationTimestamp: &metav1.Time{Seconds: toInt64Ptr(now.Unix())},
+								},
+							},
+						},
+					},
+				},
+			},
+			output: &testutil.Accumulator{
+				Metrics: []*testutil.Metric{
+					{
+						Fields: map[string]interface{}{
+							"tls":                  false,
+							"backend_service_port": int32(8080),
+							"generation":           int64(12),
+							"created":              now.UnixNano(),
+						},
+						Tags: map[string]string{
+							"ingress_name":         "ui-lb",
+							"namespace":            "ns1",
+							"ip":                   "1.0.0.127",
+							"hostname":             "chron-1",
+							"backend_service_name": "chronografd",
+							"host":                 "ui.internal",
+							"path":                 "/",
+						},
+					},
+				},
+			},
+			hasError: false,
+		},
+	}
+
+	for _, v := range tests {
+		ks := &KubernetesInventory{
+			client: cli,
+		}
+		acc := new(testutil.Accumulator)
+		for _, ingress := range ((v.handler.responseMap["/ingress/"]).(*v1beta1EXT.IngressList)).Items {
+			err := ks.gatherIngress(*ingress, acc)
+			if err != nil {
+				t.Errorf("Failed to gather ingress - %s", err.Error())
+			}
+		}
+
+		err := acc.FirstError()
+		if err == nil && v.hasError {
+			t.Fatalf("%s failed, should have error", v.name)
+		} else if err != nil && !v.hasError {
+			t.Fatalf("%s failed, err: %v", v.name, err)
+		}
+		if v.output == nil && len(acc.Metrics) > 0 {
+			t.Fatalf("%s: collected extra data", v.name)
+		} else if v.output != nil && len(v.output.Metrics) > 0 {
+			for i := range v.output.Metrics {
+				for k, m := range v.output.Metrics[i].Tags {
+					if acc.Metrics[i].Tags[k] != m {
+						t.Fatalf("%s: tag %s metrics unmatch Expected %s, got '%v'\n", v.name, k, m, acc.Metrics[i].Tags[k])
+					}
+				}
+				for k, m := range v.output.Metrics[i].Fields {
+					if acc.Metrics[i].Fields[k] != m {
+						t.Fatalf("%s: field %s metrics unmatch Expected %v(%T), got %v(%T)\n", v.name, k, m, m, acc.Metrics[i].Fields[k], acc.Metrics[i].Fields[k])
+					}
+				}
+			}
+		}
+	}
+}
diff --git a/plugins/inputs/kube_inventory/kube_state.go b/plugins/inputs/kube_inventory/kube_state.go
index 57d31908d2bf1..9ffe0765e71e3 100644
--- a/plugins/inputs/kube_inventory/kube_state.go
+++ b/plugins/inputs/kube_inventory/kube_state.go
@@ -111,10 +111,13 @@ func (ki *KubernetesInventory) Gather(acc telegraf.Accumulator) (err error) {
 var availableCollectors = map[string]func(ctx context.Context, acc telegraf.Accumulator, ki *KubernetesInventory){
 	"daemonsets":             collectDaemonSets,
 	"deployments":            collectDeployments,
+	"endpoints":              collectEndpoints,
+	"ingress":                collectIngress,
 	"nodes":                  collectNodes,
 	"persistentvolumes":      collectPersistentVolumes,
 	"persistentvolumeclaims": collectPersistentVolumeClaims,
 	"pods":                   collectPods,
+	"services":               collectServices,
 	"statefulsets":           collectStatefulSets,
 }
 
@@ -158,10 +161,13 @@ func convertQuantity(s string, m float64) int64 {
 var (
 	daemonSetMeasurement             = "kubernetes_daemonset"
 	deploymentMeasurement            = "kubernetes_deployment"
+	endpointMeasurement              = "kubernetes_endpoint"
+	ingressMeasurement               = "kubernetes_ingress"
 	nodeMeasurement                  = "kubernetes_node"
 	persistentVolumeMeasurement      = "kubernetes_persistentvolume"
 	persistentVolumeClaimMeasurement = "kubernetes_persistentvolumeclaim"
 	podContainerMeasurement          = "kubernetes_pod_container"
+	serviceMeasurement               = "kubernetes_service"
 	statefulSetMeasurement           = "kubernetes_statefulset"
 )
 
diff --git a/plugins/inputs/kube_inventory/service.go b/plugins/inputs/kube_inventory/service.go
new file mode 100644
index 0000000000000..4b0cc08452e23
--- /dev/null
+++ b/plugins/inputs/kube_inventory/service.go
@@ -0,0 +1,70 @@
+package kube_inventory
+
+import (
+	"context"
+	"time"
+
+	"github.com/ericchiang/k8s/apis/core/v1"
+
+	"github.com/influxdata/telegraf"
+)
+
+func collectServices(ctx context.Context, acc telegraf.Accumulator, ki *KubernetesInventory) {
+	list, err := ki.client.getServices(ctx)
+	if err != nil {
+		acc.AddError(err)
+		return
+	}
+	for _, i := range list.Items {
+		if err = ki.gatherService(*i, acc); err != nil {
+			acc.AddError(err)
+			return
+		}
+	}
+}
+
+func (ki *KubernetesInventory) gatherService(s v1.Service, acc telegraf.Accumulator) error {
+	if s.Metadata.CreationTimestamp.GetSeconds() == 0 && s.Metadata.CreationTimestamp.GetNanos() == 0 {
+		return nil
+	}
+
+	fields := map[string]interface{}{
+		"created":    time.Unix(s.Metadata.CreationTimestamp.GetSeconds(), int64(s.Metadata.CreationTimestamp.GetNanos())).UnixNano(),
+		"generation": s.Metadata.GetGeneration(),
+	}
+
+	tags := map[string]string{
+		"service_name": s.Metadata.GetName(),
+		"namespace":    s.Metadata.GetNamespace(),
+	}
+
+	var getPorts = func() {
+		for _, port := range s.GetSpec().GetPorts() {
+			fields["port"] = port.GetPort()
+			fields["target_port"] = port.GetTargetPort().GetIntVal()
+
+			tags["port_name"] = port.GetName()
+			tags["port_protocol"] = port.GetProtocol()
+
+			if s.GetSpec().GetType() == "ExternalName" {
+				tags["external_name"] = s.GetSpec().GetExternalName()
+			} else {
+				tags["cluster_ip"] = s.GetSpec().GetClusterIP()
+			}
+
+			acc.AddFields(serviceMeasurement, fields, tags)
+		}
+	}
+
+	if externIPs := s.GetSpec().GetExternalIPs(); externIPs != nil {
+		for _, ip := range externIPs {
+			tags["ip"] = ip
+
+			getPorts()
+		}
+	} else {
+		getPorts()
+	}
+
+	return nil
+}
diff --git a/plugins/inputs/kube_inventory/service_test.go b/plugins/inputs/kube_inventory/service_test.go
new file mode 100644
index 0000000000000..6c0c8787adb8e
--- /dev/null
+++ b/plugins/inputs/kube_inventory/service_test.go
@@ -0,0 +1,123 @@
+package kube_inventory
+
+import (
+	"testing"
+	"time"
+
+	"github.com/ericchiang/k8s/apis/core/v1"
+	metav1 "github.com/ericchiang/k8s/apis/meta/v1"
+	"github.com/influxdata/telegraf/testutil"
+)
+
+func TestService(t *testing.T) {
+	cli := &client{}
+
+	now := time.Now()
+	now = time.Date(now.Year(), now.Month(), now.Day(), now.Hour(), 1, 36, 0, now.Location())
+
+	tests := []struct {
+		name     string
+		handler  *mockHandler
+		output   *testutil.Accumulator
+		hasError bool
+	}{
+		{
+			name: "no service",
+			handler: &mockHandler{
+				responseMap: map[string]interface{}{
+					"/service/": &v1.ServiceList{},
+				},
+			},
+			hasError: false,
+		},
+		{
+			name: "collect service",
+			handler: &mockHandler{
+				responseMap: map[string]interface{}{
+					"/service/": &v1.ServiceList{
+						Items: []*v1.Service{
+							{
+								Spec: &v1.ServiceSpec{
+									Ports: []*v1.ServicePort{
+										{
+											Port:       toInt32Ptr(8080),
+											TargetPort: toIntStrPtrI(1234),
+											Name:       toStrPtr("diagnostic"),
+											Protocol:   toStrPtr("TCP"),
+										},
+									},
+									ExternalIPs: []string{"1.0.0.127"},
+									ClusterIP:   toStrPtr("127.0.0.1"),
+								},
+								Metadata: &metav1.ObjectMeta{
+									Generation:        toInt64Ptr(12),
+									Namespace:         toStrPtr("ns1"),
+									Name:              toStrPtr("checker"),
+									CreationTimestamp: &metav1.Time{Seconds: toInt64Ptr(now.Unix())},
+								},
+							},
+						},
+					},
+				},
+			},
+
+			output: &testutil.Accumulator{
+				Metrics: []*testutil.Metric{
+					{
+						Fields: map[string]interface{}{
+							"port":        int32(8080),
+							"target_port": int32(1234),
+							"generation":  int64(12),
+							"created":     now.UnixNano(),
+						},
+						Tags: map[string]string{
+							"service_name":  "checker",
+							"namespace":     "ns1",
+							"port_name":     "diagnostic",
+							"port_protocol": "TCP",
+							"cluster_ip":    "127.0.0.1",
+							"ip":            "1.0.0.127",
+						},
+					},
+				},
+			},
+			hasError: false,
+		},
+	}
+
+	for _, v := range tests {
+		ks := &KubernetesInventory{
+			client: cli,
+		}
+		acc := new(testutil.Accumulator)
+		for _, service := range ((v.handler.responseMap["/service/"]).(*v1.ServiceList)).Items {
+			err := ks.gatherService(*service, acc)
+			if err != nil {
+				t.Errorf("Failed to gather service - %s", err.Error())
+			}
+		}
+
+		err := acc.FirstError()
+		if err == nil && v.hasError {
+			t.Fatalf("%s failed, should have error", v.name)
+		} else if err != nil && !v.hasError {
+			t.Fatalf("%s failed, err: %v", v.name, err)
+		}
+		if v.output == nil && len(acc.Metrics) > 0 {
+			t.Fatalf("%s: collected extra data", v.name)
+		} else if v.output != nil && len(v.output.Metrics) > 0 {
+			for i := range v.output.Metrics {
+				for k, m := range v.output.Metrics[i].Tags {
+					if acc.Metrics[i].Tags[k] != m {
+						t.Fatalf("%s: tag %s metrics unmatch Expected %s, got '%v'\n", v.name, k, m, acc.Metrics[i].Tags[k])
+					}
+				}
+				for k, m := range v.output.Metrics[i].Fields {
+					if acc.Metrics[i].Fields[k] != m {
+						t.Fatalf("%s: field %s metrics unmatch Expected %v(%T), got %v(%T)\n", v.name, k, m, m, acc.Metrics[i].Fields[k], acc.Metrics[i].Fields[k])
+					}
+				}
+			}
+		}
+	}
+}