diff --git a/api/swagger.yaml b/api/swagger.yaml
index da20bb6d3473255b1ae8037e902d38fccf61587e..45c53189c496f2b9ed0674ba45f6b933a58cb934 100644
--- a/api/swagger.yaml
+++ b/api/swagger.yaml
@@ -6471,7 +6471,9 @@ paths:
   /plugins/{name}/set:
     post:
       summary: "Configure a plugin"
-      operationId: "PluginsSet"
+      operationId: "PostPluginsSet"
+      consumes:
+        - "application/json"
       parameters:
         - name: "name"
           in: "path"
diff --git a/docs/reference/commandline/plugin_set.md b/docs/reference/commandline/plugin_set.md
index 6dbd6ec3898121e2b04b61171d97ff76135bea1a..36a24f20614eb1a8d4bef81649ed9c144bc81687 100644
--- a/docs/reference/commandline/plugin_set.md
+++ b/docs/reference/commandline/plugin_set.md
@@ -27,20 +27,67 @@ Options:
 
 Change settings for a plugin. The plugin must be disabled.
 
+The settings currently supported are:
+ * env variables
+ * source of mounts
+ * path of devices
+ * args
 
-The following example installs change the env variable `DEBUG` of the
+The following example change the env variable `DEBUG` on the
 `no-remove` plugin.
 
 ```bash
-$ docker plugin inspect -f {{.Config.Env}} tiborvass/no-remove
+$ docker plugin inspect -f {{.Settings.Env}} tiborvass/no-remove
 [DEBUG=0]
 
-$ docker plugin set DEBUG=1 tiborvass/no-remove
+$ docker plugin set tiborvass/no-remove DEBUG=1
 
-$ docker plugin inspect -f {{.Config.Env}} tiborvass/no-remove
+$ docker plugin inspect -f {{.Settings.Env}} tiborvass/no-remove
 [DEBUG=1]
 ```
 
+The following example change the source of the `mymount` mount on
+the `myplugin` plugin.
+
+```bash
+$ docker plugin inspect -f '{{with $mount := index .Settings.Mounts 0}}{{$mount.Source}}{{end}}' myplugin
+/foo
+
+$ docker plugins set myplugin mymount.source=/bar
+
+$ docker plugin inspect -f '{{with $mount := index .Settings.Mounts 0}}{{$mount.Source}}{{end}}' myplugin
+/bar
+```
+
+Note: since only `source` is settable in `mymount`, `docker plugins set mymount=/bar myplugin` would work too.
+
+The following example change the path of the `mydevice` device on
+the `myplugin` plugin.
+
+```bash
+$ docker plugin inspect -f '{{with $device := index .Settings.Devices 0}}{{$device.Path}}{{end}}' myplugin
+/dev/foo
+
+$ docker plugins set myplugin mydevice.path=/dev/bar
+
+$ docker plugin inspect -f '{{with $device := index .Settings.Devices 0}}{{$device.Path}}{{end}}' myplugin
+/dev/bar
+```
+
+Note: since only `path` is settable in `mydevice`, `docker plugins set mydevice=/dev/bar myplugin` would work too.
+
+The following example change the source of the args on the `myplugin` plugin.
+
+```bash
+$ docker plugin inspect -f '{{.Settings.Args}}' myplugin
+["foo", "bar"]
+
+$ docker plugins set myplugin args="foo bar baz"
+
+$ docker plugin inspect -f '{{.Settings.Args}}' myplugin
+["foo", "bar", "baz"]
+```
+
 ## Related information
 
 * [plugin create](plugin_create.md)
diff --git a/plugin/v2/plugin.go b/plugin/v2/plugin.go
index 33c53fb10513ea3719eb11da066beaa4536f7123..b48e56b8aca9c030e1f4eba205dab71e90ae652b 100644
--- a/plugin/v2/plugin.go
+++ b/plugin/v2/plugin.go
@@ -137,6 +137,8 @@ func (p *Plugin) Set(args []string) error {
 		return err
 	}
 
+	// TODO(vieux): lots of code duplication here, needs to be refactored.
+
 next:
 	for _, s := range sets {
 		// range over all the envs in the config
@@ -150,12 +152,58 @@ next:
 					return fmt.Errorf("%q is not settable", s.prettyName())
 				}
 				// is it, so lets update the settings in memory
-				updateConfigEnv(&p.PluginObj.Settings.Env, &s)
+				updateSettingsEnv(&p.PluginObj.Settings.Env, &s)
+				continue next
+			}
+		}
+
+		// range over all the mounts in the config
+		for _, mount := range p.PluginObj.Config.Mounts {
+			// found the mount in the config
+			if mount.Name == s.name {
+				// is it settable ?
+				if ok, err := s.isSettable(allowedSettableFieldsMounts, mount.Settable); err != nil {
+					return err
+				} else if !ok {
+					return fmt.Errorf("%q is not settable", s.prettyName())
+				}
+
+				// it is, so lets update the settings in memory
+				*mount.Source = s.value
+				continue next
+			}
+		}
+
+		// range over all the devices in the config
+		for _, device := range p.PluginObj.Config.Devices {
+			// found the device in the config
+			if device.Name == s.name {
+				// is it settable ?
+				if ok, err := s.isSettable(allowedSettableFieldsDevices, device.Settable); err != nil {
+					return err
+				} else if !ok {
+					return fmt.Errorf("%q is not settable", s.prettyName())
+				}
+
+				// it is, so lets update the settings in memory
+				*device.Path = s.value
 				continue next
 			}
 		}
 
-		//TODO: check devices, mount and args
+		// found the name in the config
+		if p.PluginObj.Config.Args.Name == s.name {
+			// is it settable ?
+			if ok, err := s.isSettable(allowedSettableFieldsArgs, p.PluginObj.Config.Args.Settable); err != nil {
+				return err
+			} else if !ok {
+				return fmt.Errorf("%q is not settable", s.prettyName())
+			}
+
+			// it is, so lets update the settings in memory
+			p.PluginObj.Settings.Args = strings.Split(s.value, " ")
+			continue next
+		}
 
 		return fmt.Errorf("setting %q not found in the plugin configuration", s.name)
 	}
diff --git a/plugin/v2/settable.go b/plugin/v2/settable.go
index dc0f56a8442863350992e5569d2bba5133a3b100..79c6befc24bf88e7c35ee076bb873524a406ddb5 100644
--- a/plugin/v2/settable.go
+++ b/plugin/v2/settable.go
@@ -90,7 +90,7 @@ func (set *settable) isSettable(allowedSettableFields []string, settable []strin
 	return false, nil
 }
 
-func updateConfigEnv(env *[]string, set *settable) {
+func updateSettingsEnv(env *[]string, set *settable) {
 	for i, e := range *env {
 		if parts := strings.SplitN(e, "=", 2); parts[0] == set.name {
 			(*env)[i] = fmt.Sprintf("%s=%s", set.name, set.value)
diff --git a/plugin/v2/settable_test.go b/plugin/v2/settable_test.go
index 57260bf7a316ce086f832829def7cab45c064718..7183f3a67917eecf68b20a9ecbd72d1376367d6f 100644
--- a/plugin/v2/settable_test.go
+++ b/plugin/v2/settable_test.go
@@ -68,7 +68,7 @@ func TestIsSettable(t *testing.T) {
 	}
 }
 
-func TestUpdateConfigEnv(t *testing.T) {
+func TestUpdateSettinsEnv(t *testing.T) {
 	contexts := []struct {
 		env    []string
 		set    settable
@@ -82,7 +82,7 @@ func TestUpdateConfigEnv(t *testing.T) {
 	}
 
 	for _, c := range contexts {
-		updateConfigEnv(&c.env, &c.set)
+		updateSettingsEnv(&c.env, &c.set)
 
 		if !reflect.DeepEqual(c.env, c.newEnv) {
 			t.Fatalf("expected env to be %q, got %q", c.newEnv, c.env)