diff --git a/adapter/experimental.go b/adapter/experimental.go
index 66438986..bc7906cf 100644
--- a/adapter/experimental.go
+++ b/adapter/experimental.go
@@ -10,10 +10,17 @@ import (
 type ClashServer interface {
 	Service
 	Mode() string
+	StoreSelected() bool
+	CacheFile() ClashCacheFile
 	RoutedConnection(ctx context.Context, conn net.Conn, metadata InboundContext, matchedRule Rule) (net.Conn, Tracker)
 	RoutedPacketConnection(ctx context.Context, conn N.PacketConn, metadata InboundContext, matchedRule Rule) (N.PacketConn, Tracker)
 }
 
+type ClashCacheFile interface {
+	LoadSelected(group string) string
+	StoreSelected(group string, selected string) error
+}
+
 type Tracker interface {
 	Leave()
 }
diff --git a/experimental/clashapi.go b/experimental/clashapi.go
index f5373501..e29f518e 100644
--- a/experimental/clashapi.go
+++ b/experimental/clashapi.go
@@ -10,5 +10,5 @@ import (
 )
 
 func NewClashServer(router adapter.Router, logFactory log.ObservableFactory, options option.ClashAPIOptions) (adapter.ClashServer, error) {
-	return clashapi.NewServer(router, logFactory, options), nil
+	return clashapi.NewServer(router, logFactory, options)
 }
diff --git a/experimental/clashapi/cachefile/cache.go b/experimental/clashapi/cachefile/cache.go
new file mode 100644
index 00000000..7ca7e4c6
--- /dev/null
+++ b/experimental/clashapi/cachefile/cache.go
@@ -0,0 +1,61 @@
+package cachefile
+
+import (
+	"os"
+	"time"
+
+	"github.com/sagernet/sing-box/adapter"
+
+	"go.etcd.io/bbolt"
+)
+
+var bucketSelected = []byte("selected")
+
+var _ adapter.ClashCacheFile = (*CacheFile)(nil)
+
+type CacheFile struct {
+	DB *bbolt.DB
+}
+
+func Open(path string) (*CacheFile, error) {
+	const fileMode = 0o666
+	options := bbolt.Options{Timeout: time.Second}
+	db, err := bbolt.Open(path, fileMode, &options)
+	switch err {
+	case bbolt.ErrInvalid, bbolt.ErrChecksum, bbolt.ErrVersionMismatch:
+		if err = os.Remove(path); err != nil {
+			break
+		}
+		db, err = bbolt.Open(path, 0o666, &options)
+	}
+	if err != nil {
+		return nil, err
+	}
+	return &CacheFile{db}, nil
+}
+
+func (c *CacheFile) LoadSelected(group string) string {
+	var selected string
+	c.DB.View(func(t *bbolt.Tx) error {
+		bucket := t.Bucket(bucketSelected)
+		if bucket == nil {
+			return nil
+		}
+		selectedBytes := bucket.Get([]byte(group))
+		if len(selectedBytes) > 0 {
+			selected = string(selectedBytes)
+		}
+		return nil
+	})
+	return selected
+}
+
+func (c *CacheFile) StoreSelected(group, selected string) error {
+	return c.DB.Batch(func(t *bbolt.Tx) error {
+		bucket, err := t.CreateBucketIfNotExists(bucketSelected)
+		if err != nil {
+			return err
+		}
+		return bucket.Put([]byte(group), []byte(selected))
+	})
+}
diff --git a/experimental/clashapi/server.go b/experimental/clashapi/server.go
index ac7cfa0b..397f3572 100644
--- a/experimental/clashapi/server.go
+++ b/experimental/clashapi/server.go
@@ -14,6 +14,7 @@ import (
 	"github.com/sagernet/sing-box/common/json"
 	"github.com/sagernet/sing-box/common/urltest"
 	C "github.com/sagernet/sing-box/constant"
+	"github.com/sagernet/sing-box/experimental/clashapi/cachefile"
 	"github.com/sagernet/sing-box/experimental/clashapi/trafficontrol"
 	"github.com/sagernet/sing-box/log"
 	"github.com/sagernet/sing-box/option"
@@ -38,9 +39,11 @@ type Server struct {
 	urlTestHistory *urltest.HistoryStorage
 	tcpListener    net.Listener
 	mode           string
+	storeSelected  bool
+	cacheFile      adapter.ClashCacheFile
 }
 
-func NewServer(router adapter.Router, logFactory log.ObservableFactory, options option.ClashAPIOptions) *Server {
+func NewServer(router adapter.Router, logFactory log.ObservableFactory, options option.ClashAPIOptions) (*Server, error) {
 	trafficManager := trafficontrol.NewManager()
 	chiRouter := chi.NewRouter()
 	server := &Server{
@@ -57,6 +60,17 @@ func NewServer(router adapter.Router, logFactory log.ObservableFactory, options
 	if server.mode == "" {
 		server.mode = "rule"
 	}
+	if options.StoreSelected {
+		cachePath := os.ExpandEnv(options.CacheFile)
+		if cachePath == "" {
+			cachePath = "cache.db"
+		}
+		cacheFile, err := cachefile.Open(cachePath)
+		if err != nil {
+			return nil, E.Cause(err, "open cache file")
+		}
+		server.cacheFile = cacheFile
+	}
 	cors := cors.New(cors.Options{
 		AllowedOrigins: []string{"*"},
 		AllowedMethods: []string{"GET", "POST", "PUT", "PATCH", "DELETE"},
@@ -89,7 +103,7 @@ func NewServer(router adapter.Router, logFactory log.ObservableFactory, options
 			})
 		})
 	}
-	return server
+	return server, nil
 }
 
 func (s *Server) Start() error {
@@ -113,9 +127,22 @@ func (s *Server) Close() error {
 		common.PtrOrNil(s.httpServer),
 		s.tcpListener,
 		s.trafficManager,
+		s.cacheFile,
 	)
 }
 
+func (s *Server) Mode() string {
+	return s.mode
+}
+
+func (s *Server) StoreSelected() bool {
+	return s.storeSelected
+}
+
+func (s *Server) CacheFile() adapter.ClashCacheFile {
+	return s.cacheFile
+}
+
 func (s *Server) RoutedConnection(ctx context.Context, conn net.Conn, metadata adapter.InboundContext, matchedRule adapter.Rule) (net.Conn, adapter.Tracker) {
 	tracker := trafficontrol.NewTCPTracker(conn, s.trafficManager, castMetadata(metadata), s.router, matchedRule)
 	return tracker, tracker
@@ -126,10 +153,6 @@ func (s *Server) RoutedPacketConnection(ctx context.Context, conn N.PacketConn,
 	return tracker, tracker
 }
 
-func (s *Server) Mode() string {
-	return s.mode
-}
-
 func castMetadata(metadata adapter.InboundContext) trafficontrol.Metadata {
 	var inbound string
 	if metadata.Inbound != "" {
diff --git a/go.mod b/go.mod
index 1a3779a7..25584487 100644
--- a/go.mod
+++ b/go.mod
@@ -11,7 +11,7 @@ require (
 	github.com/go-chi/chi/v5 v5.0.7
 	github.com/go-chi/cors v1.2.1
 	github.com/go-chi/render v1.0.2
-	github.com/gofrs/uuid v4.2.0+incompatible
+	github.com/gofrs/uuid v4.3.0+incompatible
 	github.com/gorilla/websocket v1.5.0
 	github.com/hashicorp/yamux v0.1.1
 	github.com/logrusorgru/aurora v2.0.3+incompatible
@@ -28,11 +28,12 @@ require (
 	github.com/sagernet/smux v0.0.0-20220907034654-1acb8471c15a
 	github.com/spf13/cobra v1.5.0
 	github.com/stretchr/testify v1.8.0
+	go.etcd.io/bbolt v1.3.6
 	go.uber.org/atomic v1.10.0
 	go4.org/netipx v0.0.0-20220812043211-3cc044ffd68d
 	golang.org/x/crypto v0.0.0-20220829220503-c86fa9a7ed90
-	golang.org/x/net v0.0.0-20220907135653-1e95f45603a7
-	golang.org/x/sys v0.0.0-20220908164124-27713097b956
+	golang.org/x/net v0.0.0-20220909164309-bea034e7d591
+	golang.org/x/sys v0.0.0-20220909162455-aba9fc2a8ff2
 	golang.zx2c4.com/wireguard v0.0.0-20220904105730-b51010ba13f0
 	google.golang.org/grpc v1.49.0
 	google.golang.org/protobuf v1.28.1
diff --git a/go.sum b/go.sum
index d89ad829..d8bbff7d 100644
--- a/go.sum
+++ b/go.sum
@@ -43,8 +43,8 @@ github.com/go-chi/render v1.0.2 h1:4ER/udB0+fMWB2Jlf15RV3F4A2FDuYi/9f+lFttR/Lg=
 github.com/go-chi/render v1.0.2/go.mod h1:/gr3hVkmYR0YlEy3LxCuVRFzEu9Ruok+gFqbIofjao0=
 github.com/go-task/slim-sprig v0.0.0-20210107165309-348f09dbbbc0 h1:p104kn46Q8WdvHunIJ9dAyjPVtrBPhSr3KT2yUst43I=
 github.com/go-task/slim-sprig v0.0.0-20210107165309-348f09dbbbc0/go.mod h1:fyg7847qk6SyHyPtNmDHnmrv/HOrqktSC+C9fM+CJOE=
-github.com/gofrs/uuid v4.2.0+incompatible h1:yyYWMnhkhrKwwr8gAOcOCYxOOscHgDS9yZgBrnJfGa0=
-github.com/gofrs/uuid v4.2.0+incompatible/go.mod h1:b2aQJv3Z4Fp6yNu3cdSllBxTCLRxnplIgP/c0N/04lM=
+github.com/gofrs/uuid v4.3.0+incompatible h1:CaSVZxm5B+7o45rtab4jC2G37WGYX1zQfuU2i6DSvnc=
+github.com/gofrs/uuid v4.3.0+incompatible/go.mod h1:b2aQJv3Z4Fp6yNu3cdSllBxTCLRxnplIgP/c0N/04lM=
 github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q=
 github.com/golang/mock v1.1.1/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfbm0A=
 github.com/golang/mock v1.6.0 h1:ErTB+efbowRARo13NNdxyJji2egdxLGQhRaY+DUumQc=
@@ -163,6 +163,8 @@ github.com/vishvananda/netns v0.0.0-20211101163701-50045581ed74 h1:gga7acRE695AP
 github.com/vishvananda/netns v0.0.0-20211101163701-50045581ed74/go.mod h1:DD4vA1DwXk04H54A1oHXtwZmA0grkVMdPxx/VGLCah0=
 github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
 github.com/yuin/goldmark v1.3.5/go.mod h1:mwnBkeHKe2W/ZEtQ+71ViKU8L12m81fl3OWwC1Zlc8k=
+go.etcd.io/bbolt v1.3.6 h1:/ecaJf0sk1l4l6V4awd65v2C3ILy7MSj+s/x1ADCIMU=
+go.etcd.io/bbolt v1.3.6/go.mod h1:qXsaaIqmgQH0T+OPdb99Bf+PKfBBQVAdyD6TY9G8XM4=
 go.opentelemetry.io/proto/otlp v0.7.0/go.mod h1:PqfVotwruBrMGOCsRd/89rSnXhoiJIqeYNgFYFoEGnI=
 go.uber.org/atomic v1.7.0/go.mod h1:fEN4uk6kAWBTFdckzkM89CLk9XfWZrxpCo0nPH17wJc=
 go.uber.org/atomic v1.10.0 h1:9qC72Qh0+3MqyJbAn8YU5xVq1frD8bn3JtD2oXtafVQ=
@@ -212,8 +214,8 @@ golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v
 golang.org/x/net v0.0.0-20210405180319-a5a99cb37ef4/go.mod h1:p54w0d4576C0XHj96bSt6lcn1PtDYWL6XObtHCRCNQM=
 golang.org/x/net v0.0.0-20210525063256-abc453219eb5/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
 golang.org/x/net v0.0.0-20220630215102-69896b714898/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c=
-golang.org/x/net v0.0.0-20220907135653-1e95f45603a7 h1:1WGATo9HAhkWMbfyuVU0tEFP88OIkUvwaHFveQPvzCQ=
-golang.org/x/net v0.0.0-20220907135653-1e95f45603a7/go.mod h1:YDH+HFinaLZZlnHAfSS6ZXJJ9M9t4Dl22yv3iI2vPwk=
+golang.org/x/net v0.0.0-20220909164309-bea034e7d591 h1:D0B/7al0LLrVC8aWF4+oxpv/m8bc7ViFfVS8/gXGdqI=
+golang.org/x/net v0.0.0-20220909164309-bea034e7d591/go.mod h1:YDH+HFinaLZZlnHAfSS6ZXJJ9M9t4Dl22yv3iI2vPwk=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20200107190931-bf48bf16ab8d/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
 golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -233,6 +235,7 @@ golang.org/x/sys v0.0.0-20191120155948-bd437916bb0e/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20200217220822-9197077df867/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200323222414-85ca7c5b95cd/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200519105757-fe76b779f299/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20200923182605-d9f96fdee20d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210112080510-489259a85091/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
@@ -244,8 +247,8 @@ golang.org/x/sys v0.0.0-20220412211240-33da011f77ad/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220704084225-05e143d24a9e/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220731174439-a90be440212d/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.0.0-20220908164124-27713097b956 h1:XeJjHH1KiLpKGb6lvMiksZ9l0fVUh+AmGcm0nOMEBOY=
-golang.org/x/sys v0.0.0-20220908164124-27713097b956/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.0.0-20220909162455-aba9fc2a8ff2 h1:wM1k/lXfpc5HdkJJyW9GELpd8ERGdnh8sMGL6Gzq3Ho=
+golang.org/x/sys v0.0.0-20220909162455-aba9fc2a8ff2/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211 h1:JGgROgKl9N8DuW20oFS5gxc+lE67/N3FcwmBPMe7ArY=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
diff --git a/option/clash.go b/option/clash.go
index 2c059fe9..13b5f7b3 100644
--- a/option/clash.go
+++ b/option/clash.go
@@ -1,10 +1,13 @@
 package option
 
 type ClashAPIOptions struct {
-	DefaultMode        string `json:"default_mode,omitempty"`
 	ExternalController string `json:"external_controller,omitempty"`
 	ExternalUI         string `json:"external_ui,omitempty"`
 	Secret             string `json:"secret,omitempty"`
+
+	DefaultMode   string `json:"default_mode,omitempty"`
+	StoreSelected bool   `json:"store_selected,omitempty"`
+	CacheFile     string `json:"cache_file,omitempty"`
 }
 
 type SelectorOutboundOptions struct {
diff --git a/outbound/selector.go b/outbound/selector.go
index 7ebc5869..84b50aac 100644
--- a/outbound/selector.go
+++ b/outbound/selector.go
@@ -59,15 +59,30 @@ func (s *Selector) Start() error {
 		}
 		s.outbounds[tag] = detour
 	}
+
+	if s.tag != "" {
+		if clashServer := s.router.ClashServer(); clashServer != nil && clashServer.StoreSelected() {
+			selected := clashServer.CacheFile().LoadSelected(s.tag)
+			if selected != "" {
+				detour, loaded := s.outbounds[selected]
+				if loaded {
+					s.selected = detour
+					return nil
+				}
+			}
+		}
+	}
+
 	if s.defaultTag != "" {
 		detour, loaded := s.outbounds[s.defaultTag]
 		if !loaded {
 			return E.New("default outbound not found: ", s.defaultTag)
 		}
 		s.selected = detour
-	} else {
-		s.selected = s.outbounds[s.tags[0]]
+		return nil
 	}
+
+	s.selected = s.outbounds[s.tags[0]]
 	return nil
 }
 
@@ -85,6 +100,14 @@ func (s *Selector) SelectOutbound(tag string) bool {
 		return false
 	}
 	s.selected = detour
+	if s.tag != "" {
+		if clashServer := s.router.ClashServer(); clashServer != nil && clashServer.StoreSelected() {
+			err := clashServer.CacheFile().StoreSelected(s.tag, tag)
+			if err != nil {
+				s.logger.Error("store selected: ", err)
+			}
+		}
+	}
 	return true
 }