diff --git a/apps/emqx/priv/bpapi.versions b/apps/emqx/priv/bpapi.versions
index a86705eae..8623ef04d 100644
--- a/apps/emqx/priv/bpapi.versions
+++ b/apps/emqx/priv/bpapi.versions
@@ -29,6 +29,7 @@
 {emqx_management,3}.
 {emqx_management,4}.
 {emqx_mgmt_api_plugins,1}.
+{emqx_mgmt_api_plugins,2}.
 {emqx_mgmt_cluster,1}.
 {emqx_mgmt_trace,1}.
 {emqx_mgmt_trace,2}.
diff --git a/apps/emqx_dashboard/test/emqx_swagger_requestBody_SUITE.erl b/apps/emqx_dashboard/test/emqx_swagger_requestBody_SUITE.erl
index 3d354d289..e60f7318f 100644
--- a/apps/emqx_dashboard/test/emqx_swagger_requestBody_SUITE.erl
+++ b/apps/emqx_dashboard/test/emqx_swagger_requestBody_SUITE.erl
@@ -33,8 +33,9 @@ init_per_suite(Config) ->
     _ = emqx_mgmt_api_test_util:init_suite([emqx_conf]),
     Config.
 
-end_per_suite(Config) ->
-    emqx_mgmt_api_test_util:end_suite([emqx_conf]).
+end_per_suite(_Config) ->
+    emqx_mgmt_api_test_util:end_suite([emqx_conf]),
+    ok.
 
 t_object(_Config) ->
     Spec = #{
diff --git a/apps/emqx_management/src/emqx_mgmt_api_plugins.erl b/apps/emqx_management/src/emqx_mgmt_api_plugins.erl
index 92814d112..f50e44771 100644
--- a/apps/emqx_management/src/emqx_mgmt_api_plugins.erl
+++ b/apps/emqx_management/src/emqx_mgmt_api_plugins.erl
@@ -322,7 +322,8 @@ validate_name(Name) ->
 
 %% API CallBack Begin
 list_plugins(get, _) ->
-    {Plugins, []} = emqx_mgmt_api_plugins_proto_v1:get_plugins(),
+    Nodes = emqx:running_nodes(),
+    {Plugins, []} = emqx_mgmt_api_plugins_proto_v2:get_plugins(Nodes),
     {200, format_plugins(Plugins)}.
 
 get_plugins() ->
@@ -373,7 +374,8 @@ upload_install(post, #{}) ->
 
 do_install_package(FileName, Bin) ->
     %% TODO: handle bad nodes
-    {[_ | _] = Res, []} = emqx_mgmt_api_plugins_proto_v1:install_package(FileName, Bin),
+    Nodes = emqx:running_nodes(),
+    {[_ | _] = Res, []} = emqx_mgmt_api_plugins_proto_v2:install_package(Nodes, FileName, Bin),
     case lists:filter(fun(R) -> R =/= ok end, Res) of
         [] ->
             {200};
@@ -386,7 +388,11 @@ do_install_package(FileName, Bin) ->
                 end,
                 Filtered
             ),
-            {error, #{error := Reason}} = hd(Filtered),
+            Reason =
+                case hd(Filtered) of
+                    {error, #{error := Reason0}} -> Reason0;
+                    {error, #{reason := Reason0}} -> Reason0
+                end,
             {400, #{
                 code => 'BAD_PLUGIN_INFO',
                 message => iolist_to_binary([Reason, ":", FileName])
@@ -394,17 +400,18 @@ do_install_package(FileName, Bin) ->
     end.
 
 plugin(get, #{bindings := #{name := Name}}) ->
-    {Plugins, _} = emqx_mgmt_api_plugins_proto_v1:describe_package(Name),
+    Nodes = emqx:running_nodes(),
+    {Plugins, _} = emqx_mgmt_api_plugins_proto_v2:describe_package(Nodes, Name),
     case format_plugins(Plugins) of
         [Plugin] -> {200, Plugin};
         [] -> {404, #{code => 'NOT_FOUND', message => Name}}
     end;
 plugin(delete, #{bindings := #{name := Name}}) ->
-    Res = emqx_mgmt_api_plugins_proto_v1:delete_package(Name),
+    Res = emqx_mgmt_api_plugins_proto_v2:delete_package(Name),
     return(204, Res).
 
 update_plugin(put, #{bindings := #{name := Name, action := Action}}) ->
-    Res = emqx_mgmt_api_plugins_proto_v1:ensure_action(Name, Action),
+    Res = emqx_mgmt_api_plugins_proto_v2:ensure_action(Name, Action),
     return(204, Res).
 
 update_boot_order(post, #{bindings := #{name := Name}, body := Body}) ->
diff --git a/apps/emqx_management/src/proto/emqx_mgmt_api_plugins_proto_v1.erl b/apps/emqx_management/src/proto/emqx_mgmt_api_plugins_proto_v1.erl
index d1fbf6706..c415223d0 100644
--- a/apps/emqx_management/src/proto/emqx_mgmt_api_plugins_proto_v1.erl
+++ b/apps/emqx_management/src/proto/emqx_mgmt_api_plugins_proto_v1.erl
@@ -19,6 +19,8 @@
 
 -export([
     introduced_in/0,
+    deprecated_since/0,
+
     get_plugins/0,
     install_package/2,
     describe_package/1,
@@ -31,6 +33,9 @@
 introduced_in() ->
     "5.0.0".
 
+deprecated_since() ->
+    "5.1.0".
+
 -spec get_plugins() -> emqx_rpc:multicall_result().
 get_plugins() ->
     rpc:multicall(emqx_mgmt_api_plugins, get_plugins, [], 15000).
diff --git a/apps/emqx_management/src/proto/emqx_mgmt_api_plugins_proto_v2.erl b/apps/emqx_management/src/proto/emqx_mgmt_api_plugins_proto_v2.erl
new file mode 100644
index 000000000..d0354474b
--- /dev/null
+++ b/apps/emqx_management/src/proto/emqx_mgmt_api_plugins_proto_v2.erl
@@ -0,0 +1,52 @@
+%%--------------------------------------------------------------------
+%% Copyright (c) 2022-2023 EMQ Technologies Co., Ltd. All Rights Reserved.
+%%
+%% Licensed under the Apache License, Version 2.0 (the "License");
+%% you may not use this file except in compliance with the License.
+%% You may obtain a copy of the License at
+%%
+%%     http://www.apache.org/licenses/LICENSE-2.0
+%%
+%% Unless required by applicable law or agreed to in writing, software
+%% distributed under the License is distributed on an "AS IS" BASIS,
+%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+%% See the License for the specific language governing permissions and
+%% limitations under the License.
+%%--------------------------------------------------------------------
+-module(emqx_mgmt_api_plugins_proto_v2).
+
+-behaviour(emqx_bpapi).
+
+-export([
+    introduced_in/0,
+    get_plugins/1,
+    install_package/3,
+    describe_package/2,
+    delete_package/1,
+    ensure_action/2
+]).
+
+-include_lib("emqx/include/bpapi.hrl").
+
+introduced_in() ->
+    "5.1.0".
+
+-spec get_plugins([node()]) -> emqx_rpc:multicall_result().
+get_plugins(Nodes) ->
+    rpc:multicall(Nodes, emqx_mgmt_api_plugins, get_plugins, [], 15000).
+
+-spec install_package([node()], binary() | string(), binary()) -> emqx_rpc:multicall_result().
+install_package(Nodes, Filename, Bin) ->
+    rpc:multicall(Nodes, emqx_mgmt_api_plugins, install_package, [Filename, Bin], 25000).
+
+-spec describe_package([node()], binary() | string()) -> emqx_rpc:multicall_result().
+describe_package(Nodes, Name) ->
+    rpc:multicall(Nodes, emqx_mgmt_api_plugins, describe_package, [Name], 10000).
+
+-spec delete_package(binary() | string()) -> ok | {error, any()}.
+delete_package(Name) ->
+    emqx_cluster_rpc:multicall(emqx_mgmt_api_plugins, delete_package, [Name], all, 10000).
+
+-spec ensure_action(binary() | string(), 'restart' | 'start' | 'stop') -> ok | {error, any()}.
+ensure_action(Name, Action) ->
+    emqx_cluster_rpc:multicall(emqx_mgmt_api_plugins, ensure_action, [Name, Action], all, 10000).
diff --git a/apps/emqx_plugins/test/emqx_plugins_SUITE.erl b/apps/emqx_plugins/test/emqx_plugins_SUITE.erl
index 14d6d06fc..8d168ec8b 100644
--- a/apps/emqx_plugins/test/emqx_plugins_SUITE.erl
+++ b/apps/emqx_plugins/test/emqx_plugins_SUITE.erl
@@ -47,7 +47,8 @@ groups() ->
     [
         {copy_plugin, [sequence], [
             group_t_copy_plugin_to_a_new_node,
-            group_t_copy_plugin_to_a_new_node_single_node
+            group_t_copy_plugin_to_a_new_node_single_node,
+            group_t_cluster_leave
         ]},
         {create_tar_copy_plugin, [sequence], [group_t_copy_plugin_to_a_new_node]}
     ].
@@ -676,6 +677,86 @@ group_t_copy_plugin_to_a_new_node_single_node(Config) ->
     ),
     ok.
 
+group_t_cluster_leave({init, Config}) ->
+    PrivDataDir = ?config(priv_dir, Config),
+    ToInstallDir = filename:join(PrivDataDir, "plugins_copy_to"),
+    file:del_dir_r(ToInstallDir),
+    ok = filelib:ensure_path(ToInstallDir),
+    #{package := Package, release_name := PluginName} = get_demo_plugin_package(ToInstallDir),
+    NameVsn = filename:basename(Package, ?PACKAGE_SUFFIX),
+    Cluster =
+        emqx_common_test_helpers:emqx_cluster(
+            [core, core],
+            #{
+                apps => [emqx_conf, emqx_plugins],
+                env => [
+                    {emqx, init_config_load_done, false},
+                    {emqx, boot_modules, []}
+                ],
+                env_handler => fun
+                    (emqx_plugins) ->
+                        ok = emqx_plugins:put_config(install_dir, ToInstallDir),
+                        %% this is to simulate an user setting the state
+                        %% via environment variables before starting the node
+                        ok = emqx_plugins:put_config(
+                            states,
+                            [#{name_vsn => NameVsn, enable => true}]
+                        ),
+                        ok;
+                    (_) ->
+                        ok
+                end,
+                priv_data_dir => PrivDataDir,
+                schema_mod => emqx_conf_schema,
+                peer_mod => slave,
+                load_schema => true
+            }
+        ),
+    Nodes = [emqx_common_test_helpers:start_slave(Name, Opts) || {Name, Opts} <- Cluster],
+    [
+        {to_install_dir, ToInstallDir},
+        {cluster, Cluster},
+        {nodes, Nodes},
+        {name_vsn, NameVsn},
+        {plugin_name, PluginName}
+        | Config
+    ];
+group_t_cluster_leave({'end', Config}) ->
+    Nodes = proplists:get_value(nodes, Config),
+    [ok = emqx_common_test_helpers:stop_slave(N) || N <- Nodes],
+    ok = file:del_dir_r(proplists:get_value(to_install_dir, Config)),
+    ok;
+group_t_cluster_leave(Config) ->
+    [N1, N2] = ?config(nodes, Config),
+    NameVsn = proplists:get_value(name_vsn, Config),
+    ok = erpc:call(N1, emqx_plugins, ensure_installed, [NameVsn]),
+    ok = erpc:call(N1, emqx_plugins, ensure_started, [NameVsn]),
+    ok = erpc:call(N1, emqx_plugins, ensure_enabled, [NameVsn]),
+    Params = unused,
+    %% 2 nodes running
+    ?assertMatch(
+        {200, [#{running_status := [#{status := running}, #{status := running}]}]},
+        erpc:call(N1, emqx_mgmt_api_plugins, list_plugins, [get, Params])
+    ),
+    ?assertMatch(
+        {200, [#{running_status := [#{status := running}, #{status := running}]}]},
+        erpc:call(N2, emqx_mgmt_api_plugins, list_plugins, [get, Params])
+    ),
+
+    %% Now, one node leaves the cluster.
+    ok = erpc:call(N2, ekka, leave, []),
+
+    %% Each node will no longer ask the plugin status to the other.
+    ?assertMatch(
+        {200, [#{running_status := [#{node := N1, status := running}]}]},
+        erpc:call(N1, emqx_mgmt_api_plugins, list_plugins, [get, Params])
+    ),
+    ?assertMatch(
+        {200, [#{running_status := [#{node := N2, status := running}]}]},
+        erpc:call(N2, emqx_mgmt_api_plugins, list_plugins, [get, Params])
+    ),
+    ok.
+
 make_tar(Cwd, NameWithVsn) ->
     make_tar(Cwd, NameWithVsn, NameWithVsn).
 
diff --git a/changes/ee/fix-10913.en.md b/changes/ee/fix-10913.en.md
new file mode 100644
index 000000000..210a6f645
--- /dev/null
+++ b/changes/ee/fix-10913.en.md
@@ -0,0 +1 @@
+Fixed an issue where a node that left the cluster would still report plugin status from other nodes.