diff --git a/transport/http/client.go b/transport/http/client.go
index 79ac4f911..82425a7b9 100644
--- a/transport/http/client.go
+++ b/transport/http/client.go
@@ -264,6 +264,43 @@ func (client *Client) invoke(ctx context.Context, req *http.Request, args interf
 	return err
 }
 
+// DoWithMiddleware send an HTTP request WithMiddleware and decodes the body of response into target.
+// returns an error (of type *Error) if the response status code is not 2xx.
+func (client *Client) DoWithMiddleware(req *http.Request, opts ...CallOption) (*http.Response, error) {
+	c := defaultCallInfo(req.URL.Path)
+	for _, o := range opts {
+		if err := o.before(&c); err != nil {
+			return nil, err
+		}
+	}
+	h := func(ctx context.Context, in interface{}) (interface{}, error) {
+		res, err := client.do(req)
+		if res != nil {
+			cs := csAttempt{res: res}
+			for _, o := range opts {
+				o.after(&c, &cs)
+			}
+		}
+		if err != nil {
+			return nil, err
+		}
+		return res, nil
+	}
+	if len(client.opts.middleware) > 0 {
+		h = middleware.Chain(client.opts.middleware...)(h)
+	}
+	resp, err := h(req.Context(), req)
+	if err != nil {
+		return nil, err
+	}
+
+	response, ok := resp.(*http.Response)
+	if ok {
+		return response, nil
+	}
+	return nil, errors.New(500, "Client DoWithMiddleware Failed", "response convert failed ")
+}
+
 // Do send an HTTP request and decodes the body of response into target.
 // returns an error (of type *Error) if the response status code is not 2xx.
 func (client *Client) Do(req *http.Request, opts ...CallOption) (*http.Response, error) {
diff --git a/transport/http/server_test.go b/transport/http/server_test.go
index 05bc8399e..f00f4cb25 100644
--- a/transport/http/server_test.go
+++ b/transport/http/server_test.go
@@ -5,6 +5,7 @@ import (
 	"crypto/tls"
 	"encoding/json"
 	"fmt"
+	"github.com/go-kratos/kratos/v2/middleware"
 	"io"
 	"net"
 	"net/http"
@@ -192,7 +193,12 @@ func testClient(t *testing.T, srv *Server) {
 	if err != nil {
 		t.Fatal(err)
 	}
-	client, err := NewClient(context.Background(), WithEndpoint(e.Host))
+	client, err := NewClient(context.Background(), WithEndpoint(e.Host), WithMiddleware(func(handler middleware.Handler) middleware.Handler {
+		t.Logf("handle in middleware")
+		return func(ctx context.Context, req interface{}) (interface{}, error) {
+			return handler(ctx, req)
+		}
+	}))
 	if err != nil {
 		t.Fatal(err)
 	}
@@ -228,6 +234,37 @@ func testClient(t *testing.T, srv *Server) {
 			t.Errorf("expected %s got %s", test.path, res.Path)
 		}
 	}
+	for _, test := range tests {
+		var res testData
+		reqURL := fmt.Sprintf(e.String() + test.path)
+		req, err := http.NewRequest(test.method, reqURL, nil)
+		if err != nil {
+			t.Fatal(err)
+		}
+		resp, err := client.DoWithMiddleware(req)
+		if errors.Code(err) != test.code {
+			t.Fatalf("want %v, but got %v", test, err)
+		}
+		if err != nil {
+			continue
+		}
+		if resp.StatusCode != 200 {
+			_ = resp.Body.Close()
+			t.Fatalf("http status got %d", resp.StatusCode)
+		}
+		content, err := io.ReadAll(resp.Body)
+		_ = resp.Body.Close()
+		if err != nil {
+			t.Fatalf("read resp error %v", err)
+		}
+		err = json.Unmarshal(content, &res)
+		if err != nil {
+			t.Fatalf("unmarshal resp error %v", err)
+		}
+		if res.Path != test.path {
+			t.Errorf("expected %s got %s", test.path, res.Path)
+		}
+	}
 	for _, test := range tests {
 		var res testData
 		err := client.Invoke(context.Background(), test.method, test.path, nil, &res)