diff --git a/Godeps/Godeps.json b/Godeps/Godeps.json
index 89bee171..41a0b509 100644
--- a/Godeps/Godeps.json
+++ b/Godeps/Godeps.json
@@ -1,582 +1,582 @@
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+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/api/errors",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/api/meta",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/api/resource",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/api/testing",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/api/testing/fuzzer",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/api/testing/roundtrip",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/apimachinery",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/apimachinery/announced",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/apimachinery/registered",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/apis/meta/fuzzer",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/apis/meta/internalversion",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/apis/meta/v1",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/apis/meta/v1/unstructured",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/apis/meta/v1beta1",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/conversion",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/conversion/queryparams",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/fields",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/labels",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/runtime",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/runtime/schema",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/runtime/serializer",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/runtime/serializer/json",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/runtime/serializer/protobuf",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/runtime/serializer/recognizer",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/runtime/serializer/streaming",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/runtime/serializer/versioning",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/selection",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/types",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/cache",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/clock",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/diff",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/errors",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/framer",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/httpstream",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/httpstream/spdy",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/intstr",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/json",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/mergepatch",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/net",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/remotecommand",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/runtime",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/sets",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/strategicpatch",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/validation",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/validation/field",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/wait",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/util/yaml",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/version",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/pkg/watch",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/third_party/forked/golang/json",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/third_party/forked/golang/netutil",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/apimachinery/third_party/forked/golang/reflect",
+			"Rev": "bf4c8d907ba9e7fee82a73bad5346aeebff5d06e"
+		},
+		{
+			"ImportPath": "k8s.io/kube-openapi/pkg/util/proto",
+			"Rev": "50ae88d24ede7b8bad68e23c805b5d3da5c8abaf"
+		}
+	]
 }
diff --git a/discovery/discovery_client.go b/discovery/discovery_client.go
index 24c11f33..3c685a95 100644
--- a/discovery/discovery_client.go
+++ b/discovery/discovery_client.go
@@ -36,8 +36,12 @@ import (
 	restclient "k8s.io/client-go/rest"
 )
 
-// defaultRetries is the number of times a resource discovery is repeated if an api group disappears on the fly (e.g. ThirdPartyResources).
-const defaultRetries = 2
+const (
+	// defaultRetries is the number of times a resource discovery is repeated if an api group disappears on the fly (e.g. ThirdPartyResources).
+	defaultRetries = 2
+	// protobuf mime type
+	mimePb = "application/com.github.proto-openapi.spec.v2@v1.0+protobuf"
+)
 
 // DiscoveryInterface holds the methods that discover server-supported API groups,
 // versions and resources.
@@ -329,9 +333,18 @@ func (d *DiscoveryClient) ServerVersion() (*version.Info, error) {
 
 // OpenAPISchema fetches the open api schema using a rest client and parses the proto.
 func (d *DiscoveryClient) OpenAPISchema() (*openapi_v2.Document, error) {
-	data, err := d.restClient.Get().AbsPath("/swagger-2.0.0.pb-v1").Do().Raw()
+	data, err := d.restClient.Get().AbsPath("/openapi/v2").SetHeader("Accept", mimePb).Do().Raw()
 	if err != nil {
-		return nil, err
+		if errors.IsForbidden(err) || errors.IsNotFound(err) {
+			// single endpoint not found/registered in old server, try to fetch old endpoint
+			// TODO(roycaihw): remove this in 1.11
+			data, err = d.restClient.Get().AbsPath("/swagger-2.0.0.pb-v1").Do().Raw()
+			if err != nil {
+				return nil, err
+			}
+		} else {
+			return nil, err
+		}
 	}
 	document := &openapi_v2.Document{}
 	err = proto.Unmarshal(data, document)
diff --git a/discovery/discovery_client_test.go b/discovery/discovery_client_test.go
index 64249c88..ad855139 100644
--- a/discovery/discovery_client_test.go
+++ b/discovery/discovery_client_test.go
@@ -326,9 +326,14 @@ var returnedOpenAPI = openapi_v2.Document{
 	},
 }
 
-func openapiSchemaFakeServer() (*httptest.Server, error) {
+func openapiSchemaDeprecatedFakeServer() (*httptest.Server, error) {
 	var sErr error
 	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, req *http.Request) {
+		// old server returns 403 on new endpoint request
+		if req.URL.Path == "/openapi/v2" {
+			w.WriteHeader(http.StatusForbidden)
+			return
+		}
 		if req.URL.Path != "/swagger-2.0.0.pb-v1" {
 			sErr = fmt.Errorf("Unexpected url %v", req.URL)
 		}
@@ -349,6 +354,33 @@ func openapiSchemaFakeServer() (*httptest.Server, error) {
 	return server, sErr
 }
 
+func openapiSchemaFakeServer() (*httptest.Server, error) {
+	var sErr error
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, req *http.Request) {
+		if req.URL.Path != "/openapi/v2" {
+			sErr = fmt.Errorf("Unexpected url %v", req.URL)
+		}
+		if req.Method != "GET" {
+			sErr = fmt.Errorf("Unexpected method %v", req.Method)
+		}
+		decipherableFormat := req.Header.Get("Accept")
+		if decipherableFormat != "application/com.github.proto-openapi.spec.v2@v1.0+protobuf" {
+			sErr = fmt.Errorf("Unexpected accept mime type %v", decipherableFormat)
+		}
+
+		mime.AddExtensionType(".pb-v1", "application/com.github.googleapis.gnostic.OpenAPIv2@68f4ded+protobuf")
+
+		output, err := proto.Marshal(&returnedOpenAPI)
+		if err != nil {
+			sErr = err
+			return
+		}
+		w.WriteHeader(http.StatusOK)
+		w.Write(output)
+	}))
+	return server, sErr
+}
+
 func TestGetOpenAPISchema(t *testing.T) {
 	server, err := openapiSchemaFakeServer()
 	if err != nil {
@@ -366,6 +398,23 @@ func TestGetOpenAPISchema(t *testing.T) {
 	}
 }
 
+func TestGetOpenAPISchemaFallback(t *testing.T) {
+	server, err := openapiSchemaDeprecatedFakeServer()
+	if err != nil {
+		t.Errorf("unexpected error starting fake server: %v", err)
+	}
+	defer server.Close()
+
+	client := NewDiscoveryClientForConfigOrDie(&restclient.Config{Host: server.URL})
+	got, err := client.OpenAPISchema()
+	if err != nil {
+		t.Fatalf("unexpected error getting openapi: %v", err)
+	}
+	if e, a := returnedOpenAPI, *got; !reflect.DeepEqual(e, a) {
+		t.Errorf("expected %v, got %v", e, a)
+	}
+}
+
 func TestServerPreferredResources(t *testing.T) {
 	stable := metav1.APIResourceList{
 		GroupVersion: "v1",