diff --git a/pkg/apiserver/apiserver.go b/pkg/apiserver/apiserver.go
index a46518494..4abc4b921 100644
--- a/pkg/apiserver/apiserver.go
+++ b/pkg/apiserver/apiserver.go
@@ -278,7 +278,7 @@ func (s *APIServer) buildHandlerChain(stopCh <-chan struct{}) {
 		basictoken.New(basic.NewBasicAuthenticator(im.NewOperator(s.KubernetesClient.KubeSphere(), s.InformerFactory))),
 		bearertoken.New(jwttoken.NewTokenAuthenticator(token.NewJwtTokenIssuer(token.DefaultIssuerName, s.Config.AuthenticationOptions, s.CacheClient))))
 	handler = filters.WithAuthentication(handler, authn)
-	handler = filters.WithRequestInfo(handler, requestInfoResolver)
+	handler = filters.WithRequestInfo(handler, requestInfoResolver, s.Config.MultiClusterOptions.Enable)
 	s.Server.Handler = handler
 }
 
diff --git a/pkg/apiserver/dispatch/dispatch.go b/pkg/apiserver/dispatch/dispatch.go
index d80f75564..6696c689c 100644
--- a/pkg/apiserver/dispatch/dispatch.go
+++ b/pkg/apiserver/dispatch/dispatch.go
@@ -151,6 +151,14 @@ func (c *clusterDispatch) Dispatch(w http.ResponseWriter, req *http.Request, han
 		// designated cluster kube-apiserver, then copy req.Header['X-KubeSphere-Authorization'] to
 		// req.Header['Authorization'] before authentication.
 		req.Header.Set("X-KubeSphere-Authorization", req.Header.Get("Authorization"))
+
+		// Dirty trick again. The kube-apiserver apiserver proxy rejects all proxy requests with dryRun parameter
+		// https://github.com/kubernetes/kubernetes/pull/66083
+		// Really don't understand why they do this. And here we are, bypass with replacing 'dryRun'
+		// with dryrun and switch bach before send to kube-apiserver on the other side.
+		if len(u.Query()["dryRun"]) != 0 {
+			req.URL.RawQuery = strings.Replace(req.URL.RawQuery, "dryRun", "dryrun", 1)
+		}
 	} else {
 		// everything else goes to ks-apiserver, since our ks-apiserver has the ability to proxy kube-apiserver requests
 
diff --git a/pkg/apiserver/filters/requestinfo.go b/pkg/apiserver/filters/requestinfo.go
index 6f2211cda..7ee11fed2 100644
--- a/pkg/apiserver/filters/requestinfo.go
+++ b/pkg/apiserver/filters/requestinfo.go
@@ -21,9 +21,10 @@ import (
 	"k8s.io/apiserver/pkg/endpoints/handlers/responsewriters"
 	"kubesphere.io/kubesphere/pkg/apiserver/request"
 	"net/http"
+	"strings"
 )
 
-func WithRequestInfo(handler http.Handler, resolver request.RequestInfoResolver) http.Handler {
+func WithRequestInfo(handler http.Handler, resolver request.RequestInfoResolver, multiClusterEnabled bool) http.Handler {
 	return http.HandlerFunc(func(w http.ResponseWriter, req *http.Request) {
 		ctx := req.Context()
 		info, err := resolver.NewRequestInfo(req)
@@ -32,16 +33,26 @@ func WithRequestInfo(handler http.Handler, resolver request.RequestInfoResolver)
 			return
 		}
 
-		// KubeSphere supports kube-apiserver proxy requests in multicluster mode. But kube-apiserver
-		// stripped all authorization headers. Use custom header to carry token to avoid losing authentication token.
-		// We may need a better way. See issue below.
-		// https://github.com/kubernetes/kubernetes/issues/38775#issuecomment-277915961
-		authorization := req.Header.Get("Authorization")
-		if len(authorization) == 0 {
-			xAuthorization := req.Header.Get("X-KubeSphere-Authorization")
-			if len(xAuthorization) != 0 {
-				req.Header.Set("Authorization", xAuthorization)
-				req.Header.Del("X-KubeSphere-Authorization")
+		if multiClusterEnabled {
+			// KubeSphere supports kube-apiserver proxy requests in multicluster mode. But kube-apiserver
+			// stripped all authorization headers. Use custom header to carry token to avoid losing authentication token.
+			// We may need a better way. See issue below.
+			// https://github.com/kubernetes/kubernetes/issues/38775#issuecomment-277915961
+			authorization := req.Header.Get("Authorization")
+			if len(authorization) == 0 {
+				xAuthorization := req.Header.Get("X-KubeSphere-Authorization")
+				if len(xAuthorization) != 0 {
+					req.Header.Set("Authorization", xAuthorization)
+					req.Header.Del("X-KubeSphere-Authorization")
+				}
+			}
+
+			// kube-apiserver proxy rejects all proxy requests with dryRun, we had on choice but to
+			// replace it with 'dryrun' before proxy and convert it back before send it to kube-apiserver
+			// https://github.com/kubernetes/kubernetes/pull/66083
+			// See pkg/apiserver/dispatch/dispatch.go for more details
+			if len(req.URL.Query()["dryrun"]) != 0 {
+				req.URL.RawQuery = strings.Replace(req.URL.RawQuery, "dryrun", "dryRun", 1)
 			}
 		}