diff --git a/cmd/frostfs-cli/internal/client/sdk.go b/cmd/frostfs-cli/internal/client/sdk.go
index 13dacc04cd..79d3dcb0d3 100644
--- a/cmd/frostfs-cli/internal/client/sdk.go
+++ b/cmd/frostfs-cli/internal/client/sdk.go
@@ -12,9 +12,11 @@ import (
 	"git.frostfs.info/TrueCloudLab/frostfs-node/cmd/frostfs-cli/internal/commonflags"
 	commonCmd "git.frostfs.info/TrueCloudLab/frostfs-node/cmd/internal/common"
 	"git.frostfs.info/TrueCloudLab/frostfs-node/pkg/network"
+	tracing "git.frostfs.info/TrueCloudLab/frostfs-observability/tracing/grpc"
 	"git.frostfs.info/TrueCloudLab/frostfs-sdk-go/client"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
+	"google.golang.org/grpc"
 )
 
 var errInvalidEndpoint = errors.New("provided RPC endpoint is incorrect")
@@ -59,6 +61,9 @@ func GetSDKClient(ctx context.Context, cmd *cobra.Command, key *ecdsa.PrivateKey
 
 		common.PrintVerbose(cmd, "Set request timeout to %s.", timeout)
 	}
+	prmDial.SetGRPCDialOptions(
+		grpc.WithChainUnaryInterceptor(tracing.NewUnaryClientInteceptor()),
+		grpc.WithChainStreamInterceptor(tracing.NewStreamClientInterceptor()))
 
 	c.Init(prmInit)
 
diff --git a/cmd/frostfs-cli/internal/common/tracing.go b/cmd/frostfs-cli/internal/common/tracing.go
new file mode 100644
index 0000000000..7a96846671
--- /dev/null
+++ b/cmd/frostfs-cli/internal/common/tracing.go
@@ -0,0 +1,64 @@
+package common
+
+import (
+	"context"
+	"fmt"
+	"sort"
+	"strings"
+
+	"git.frostfs.info/TrueCloudLab/frostfs-node/cmd/frostfs-cli/internal/commonflags"
+	commonCmd "git.frostfs.info/TrueCloudLab/frostfs-node/cmd/internal/common"
+	"git.frostfs.info/TrueCloudLab/frostfs-node/misc"
+	"git.frostfs.info/TrueCloudLab/frostfs-observability/tracing"
+	"github.com/spf13/cobra"
+	"go.opentelemetry.io/otel/trace"
+)
+
+type spanKey struct{}
+
+// StopClientCommandSpan stops tracing span for the command and prints trace ID on the standard output.
+func StopClientCommandSpan(cmd *cobra.Command, _ []string) {
+	span, ok := cmd.Context().Value(spanKey{}).(trace.Span)
+	if !ok {
+		return
+	}
+
+	span.End()
+
+	// Noop provider cannot fail on flush.
+	_ = tracing.Shutdown(cmd.Context())
+
+	cmd.PrintErrf("Trace ID: %s\n", span.SpanContext().TraceID())
+}
+
+// StartClientCommandSpan starts tracing span for the command.
+func StartClientCommandSpan(cmd *cobra.Command) {
+	enableTracing, err := cmd.Flags().GetBool(commonflags.TracingFlag)
+	if err != nil || !enableTracing {
+		return
+	}
+
+	_, err = tracing.Setup(cmd.Context(), tracing.Config{
+		Enabled:  true,
+		Exporter: tracing.NoOpExporter,
+		Service:  "frostfs-cli",
+		Version:  misc.Version,
+	})
+	commonCmd.ExitOnErr(cmd, "init tracing: %w", err)
+
+	var components sort.StringSlice
+	for c := cmd; c != nil; c = c.Parent() {
+		fmt.Println(c.Name())
+		components = append(components, c.Name())
+	}
+	for i, j := 0, len(components)-1; i < j; {
+		components.Swap(i, j)
+		i++
+		j--
+	}
+
+	operation := strings.Join(components, ".")
+	ctx, span := tracing.StartSpanFromContext(cmd.Context(), operation)
+	ctx = context.WithValue(ctx, spanKey{}, span)
+	cmd.SetContext(ctx)
+}
diff --git a/cmd/frostfs-cli/internal/commonflags/flags.go b/cmd/frostfs-cli/internal/commonflags/flags.go
index 810e621072..5049dc3b15 100644
--- a/cmd/frostfs-cli/internal/commonflags/flags.go
+++ b/cmd/frostfs-cli/internal/commonflags/flags.go
@@ -47,6 +47,9 @@ const (
 
 	OIDFlag      = "oid"
 	OIDFlagUsage = "Object ID."
+
+	TracingFlag      = "trace"
+	TracingFlagUsage = "Generate trace ID and print it."
 )
 
 // Init adds common flags to the command:
@@ -54,12 +57,14 @@ const (
 // - WalletPath,
 // - Account,
 // - RPC,
+// - Tracing,
 // - Timeout.
 func Init(cmd *cobra.Command) {
 	InitWithoutRPC(cmd)
 
 	ff := cmd.Flags()
 	ff.StringP(RPC, RPCShorthand, RPCDefault, RPCUsage)
+	ff.Bool(TracingFlag, false, TracingFlagUsage)
 	ff.DurationP(Timeout, TimeoutShorthand, TimeoutDefault, TimeoutUsage)
 }
 
diff --git a/cmd/frostfs-cli/modules/accounting/root.go b/cmd/frostfs-cli/modules/accounting/root.go
index 8ab8aa1255..f94488b6f7 100644
--- a/cmd/frostfs-cli/modules/accounting/root.go
+++ b/cmd/frostfs-cli/modules/accounting/root.go
@@ -1,6 +1,7 @@
 package accounting
 
 import (
+	"git.frostfs.info/TrueCloudLab/frostfs-node/cmd/frostfs-cli/internal/common"
 	"git.frostfs.info/TrueCloudLab/frostfs-node/cmd/frostfs-cli/internal/commonflags"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
@@ -17,7 +18,9 @@ var Cmd = &cobra.Command{
 		_ = viper.BindPFlag(commonflags.WalletPath, flags.Lookup(commonflags.WalletPath))
 		_ = viper.BindPFlag(commonflags.Account, flags.Lookup(commonflags.Account))
 		_ = viper.BindPFlag(commonflags.RPC, flags.Lookup(commonflags.RPC))
+		common.StartClientCommandSpan(cmd)
 	},
+	PersistentPostRun: common.StopClientCommandSpan,
 }
 
 func init() {
diff --git a/cmd/frostfs-cli/modules/container/create.go b/cmd/frostfs-cli/modules/container/create.go
index 2acdfc16fa..e5bbeacd46 100644
--- a/cmd/frostfs-cli/modules/container/create.go
+++ b/cmd/frostfs-cli/modules/container/create.go
@@ -141,6 +141,7 @@ func initContainerCreateCmd() {
 
 	// Init common flags
 	flags.StringP(commonflags.RPC, commonflags.RPCShorthand, commonflags.RPCDefault, commonflags.RPCUsage)
+	flags.Bool(commonflags.TracingFlag, false, commonflags.TracingFlagUsage)
 	flags.DurationP(commonflags.Timeout, commonflags.TimeoutShorthand, commonflags.TimeoutDefault, commonflags.TimeoutUsage)
 	flags.StringP(commonflags.WalletPath, commonflags.WalletPathShorthand, commonflags.WalletPathDefault, commonflags.WalletPathUsage)
 	flags.StringP(commonflags.Account, commonflags.AccountShorthand, commonflags.AccountDefault, commonflags.AccountUsage)
diff --git a/cmd/frostfs-cli/modules/container/delete.go b/cmd/frostfs-cli/modules/container/delete.go
index 54b49a32d7..f5b69edfdc 100644
--- a/cmd/frostfs-cli/modules/container/delete.go
+++ b/cmd/frostfs-cli/modules/container/delete.go
@@ -124,6 +124,7 @@ func initContainerDeleteCmd() {
 	flags.StringP(commonflags.WalletPath, commonflags.WalletPathShorthand, commonflags.WalletPathDefault, commonflags.WalletPathUsage)
 	flags.StringP(commonflags.Account, commonflags.AccountShorthand, commonflags.AccountDefault, commonflags.AccountUsage)
 	flags.StringP(commonflags.RPC, commonflags.RPCShorthand, commonflags.RPCDefault, commonflags.RPCUsage)
+	flags.Bool(commonflags.TracingFlag, false, commonflags.TracingFlagUsage)
 
 	flags.StringVar(&containerID, commonflags.CIDFlag, "", commonflags.CIDFlagUsage)
 	flags.BoolVar(&containerAwait, "await", false, "Block execution until container is removed")
diff --git a/cmd/frostfs-cli/modules/container/root.go b/cmd/frostfs-cli/modules/container/root.go
index ab7f5fb908..f3c3e0e3a0 100644
--- a/cmd/frostfs-cli/modules/container/root.go
+++ b/cmd/frostfs-cli/modules/container/root.go
@@ -1,6 +1,7 @@
 package container
 
 import (
+	"git.frostfs.info/TrueCloudLab/frostfs-node/cmd/frostfs-cli/internal/common"
 	"git.frostfs.info/TrueCloudLab/frostfs-node/cmd/frostfs-cli/internal/commonflags"
 	"github.com/spf13/cobra"
 )
@@ -15,7 +16,9 @@ var Cmd = &cobra.Command{
 		// the viper before execution
 		commonflags.Bind(cmd)
 		commonflags.BindAPI(cmd)
+		common.StartClientCommandSpan(cmd)
 	},
+	PersistentPostRun: common.StopClientCommandSpan,
 }
 
 func init() {
diff --git a/cmd/frostfs-cli/modules/netmap/root.go b/cmd/frostfs-cli/modules/netmap/root.go
index aaa83f12fc..006ac6d9f3 100644
--- a/cmd/frostfs-cli/modules/netmap/root.go
+++ b/cmd/frostfs-cli/modules/netmap/root.go
@@ -1,6 +1,7 @@
 package netmap
 
 import (
+	"git.frostfs.info/TrueCloudLab/frostfs-node/cmd/frostfs-cli/internal/common"
 	"git.frostfs.info/TrueCloudLab/frostfs-node/cmd/frostfs-cli/internal/commonflags"
 	"github.com/spf13/cobra"
 )
@@ -14,7 +15,9 @@ var Cmd = &cobra.Command{
 		// the viper before execution
 		commonflags.Bind(cmd)
 		commonflags.BindAPI(cmd)
+		common.StartClientCommandSpan(cmd)
 	},
+	PersistentPostRun: common.StopClientCommandSpan,
 }
 
 func init() {
diff --git a/cmd/frostfs-cli/modules/object/root.go b/cmd/frostfs-cli/modules/object/root.go
index 8861530757..23badc5766 100644
--- a/cmd/frostfs-cli/modules/object/root.go
+++ b/cmd/frostfs-cli/modules/object/root.go
@@ -1,6 +1,7 @@
 package object
 
 import (
+	"git.frostfs.info/TrueCloudLab/frostfs-node/cmd/frostfs-cli/internal/common"
 	"git.frostfs.info/TrueCloudLab/frostfs-node/cmd/frostfs-cli/internal/commonflags"
 	"github.com/spf13/cobra"
 )
@@ -15,7 +16,9 @@ var Cmd = &cobra.Command{
 		// the viper before execution
 		commonflags.Bind(cmd)
 		commonflags.BindAPI(cmd)
+		common.StartClientCommandSpan(cmd)
 	},
+	PersistentPostRun: common.StopClientCommandSpan,
 }
 
 func init() {
diff --git a/cmd/frostfs-cli/modules/session/create.go b/cmd/frostfs-cli/modules/session/create.go
index 0cc12606ef..53f6e8bc49 100644
--- a/cmd/frostfs-cli/modules/session/create.go
+++ b/cmd/frostfs-cli/modules/session/create.go
@@ -6,6 +6,7 @@ import (
 	"os"
 
 	internalclient "git.frostfs.info/TrueCloudLab/frostfs-node/cmd/frostfs-cli/internal/client"
+	"git.frostfs.info/TrueCloudLab/frostfs-node/cmd/frostfs-cli/internal/common"
 	"git.frostfs.info/TrueCloudLab/frostfs-node/cmd/frostfs-cli/internal/commonflags"
 	"git.frostfs.info/TrueCloudLab/frostfs-node/cmd/frostfs-cli/internal/key"
 	commonCmd "git.frostfs.info/TrueCloudLab/frostfs-node/cmd/internal/common"
@@ -29,10 +30,12 @@ var createCmd = &cobra.Command{
 	Use:   "create",
 	Short: "Create session token",
 	Run:   createSession,
-	PersistentPreRun: func(cmd *cobra.Command, _ []string) {
+	PersistentPreRun: func(cmd *cobra.Command, args []string) {
 		_ = viper.BindPFlag(commonflags.WalletPath, cmd.Flags().Lookup(commonflags.WalletPath))
 		_ = viper.BindPFlag(commonflags.Account, cmd.Flags().Lookup(commonflags.Account))
+		common.StartClientCommandSpan(cmd)
 	},
+	PersistentPostRun: common.StopClientCommandSpan,
 }
 
 func init() {