diff --git a/api/containers/api.go b/api/containers/api.go
index dd1eee4d3..c3770c023 100644
--- a/api/containers/api.go
+++ b/api/containers/api.go
@@ -66,6 +66,7 @@ type HostConfig struct {
 	CPULimit          float64
 	MemoryReservation uint64
 	MemoryLimit       uint64
+	AutoRemove        bool
 }
 
 // Port represents a published port of a container
@@ -104,6 +105,8 @@ type ContainerConfig struct {
 	RestartPolicyCondition string
 	// DomainName Container NIS domain name
 	DomainName string
+	// AutoRemove sets the container to be removed automatically when stopped
+	AutoRemove bool
 }
 
 // ExecRequest contaiens configuration about an exec request
diff --git a/cli/cmd/run/run.go b/cli/cmd/run/run.go
index d25779b10..fb0326344 100644
--- a/cli/cmd/run/run.go
+++ b/cli/cmd/run/run.go
@@ -18,7 +18,6 @@ package run
 
 import (
 	"context"
-	"errors"
 	"fmt"
 	"io"
 	"os"
@@ -65,14 +64,22 @@ func Command(contextType string) *cobra.Command {
 		cmd.Flags().StringVar(&opts.DomainName, "domainname", "", "Container NIS domain name")
 	}
 
-	_ = cmd.Flags().MarkHidden("rm")
+	switch contextType {
+	case store.LocalContextType:
+	default:
+		_ = cmd.Flags().MarkHidden("rm")
+	}
 
 	return cmd
 }
 
 func runRun(ctx context.Context, image string, contextType string, opts run.Opts) error {
-	if opts.Rm {
-		return errors.New(`Option "rm" is not yet implemented for context type: ` + contextType)
+	switch contextType {
+	case store.LocalContextType:
+	default:
+		if opts.Rm {
+			return fmt.Errorf(`flag "--rm" is not yet implemented for %q context type`, contextType)
+		}
 	}
 
 	c, err := client.New(ctx)
diff --git a/cli/cmd/testdata/inspect-out-id.golden b/cli/cmd/testdata/inspect-out-id.golden
index 2d8fe356a..760d76b8b 100644
--- a/cli/cmd/testdata/inspect-out-id.golden
+++ b/cli/cmd/testdata/inspect-out-id.golden
@@ -12,7 +12,8 @@
         "CPUReservation": 0,
         "CPULimit": 0,
         "MemoryReservation": 0,
-        "MemoryLimit": 0
+        "MemoryLimit": 0,
+        "AutoRemove": false
     },
     "Platform": "Linux"
 }
diff --git a/cli/options/run/opts.go b/cli/options/run/opts.go
index 35475d75c..6ece0ac4b 100644
--- a/cli/options/run/opts.go
+++ b/cli/options/run/opts.go
@@ -22,14 +22,12 @@ import (
 	"strings"
 
 	"github.com/docker/cli/opts"
-
-	"github.com/docker/compose-cli/utils"
-
 	"github.com/docker/docker/pkg/namesgenerator"
 	"github.com/docker/go-connections/nat"
 
 	"github.com/docker/compose-cli/api/containers"
 	"github.com/docker/compose-cli/formatter"
+	"github.com/docker/compose-cli/utils"
 )
 
 // Opts contain run command options
@@ -91,6 +89,7 @@ func (r *Opts) ToContainerConfig(image string) (containers.ContainerConfig, erro
 		Environment:            envVars,
 		RestartPolicyCondition: restartPolicy,
 		DomainName:             r.DomainName,
+		AutoRemove:             r.Rm,
 	}, nil
 }
 
diff --git a/local/backend.go b/local/backend.go
index baaf7e4fa..ce94af92d 100644
--- a/local/backend.go
+++ b/local/backend.go
@@ -26,14 +26,12 @@ import (
 	"strings"
 	"time"
 
-	"github.com/docker/docker/pkg/stringid"
-
-	"github.com/docker/go-connections/nat"
-
 	"github.com/docker/docker/api/types"
 	"github.com/docker/docker/api/types/container"
 	"github.com/docker/docker/client"
 	"github.com/docker/docker/pkg/stdcopy"
+	"github.com/docker/docker/pkg/stringid"
+	"github.com/docker/go-connections/nat"
 	"github.com/pkg/errors"
 
 	"github.com/docker/compose-cli/api/compose"
@@ -151,6 +149,7 @@ func (ms *local) Run(ctx context.Context, r containers.ContainerConfig) error {
 	}
 	hostConfig := &container.HostConfig{
 		PortBindings: hostBindings,
+		AutoRemove:   r.AutoRemove,
 	}
 
 	created, err := ms.apiClient.ContainerCreate(ctx, containerConfig, hostConfig, nil, r.ID)
diff --git a/local/e2e/backend_test.go b/local/e2e/backend_test.go
index 8922257a0..ec2c4a3a0 100644
--- a/local/e2e/backend_test.go
+++ b/local/e2e/backend_test.go
@@ -21,8 +21,10 @@ import (
 	"os"
 	"strings"
 	"testing"
+	"time"
 
 	"gotest.tools/v3/icmd"
+	"gotest.tools/v3/poll"
 
 	. "github.com/docker/compose-cli/tests/framework"
 )
@@ -56,6 +58,23 @@ func TestLocalBackend(t *testing.T) {
 		res.Assert(t, icmd.Expected{Out: `"Status": "running"`})
 	})
 
+	t.Run("run rm", func(t *testing.T) {
+		res := c.RunDockerCmd("run", "--rm", "-d", "nginx")
+		containerName := strings.TrimSpace(res.Combined())
+		t.Cleanup(func() {
+			_ = c.RunDockerOrExitError("rm", "-f", containerName)
+		})
+		_ = c.RunDockerCmd("stop", containerName)
+		checkRemoved := func(t poll.LogT) poll.Result {
+			res = c.RunDockerOrExitError("inspect", containerName)
+			if res.ExitCode == 1 && strings.Contains(res.Stderr(), "No such container") {
+				return poll.Success()
+			}
+			return poll.Continue("waiting for container to be removed")
+		}
+		poll.WaitOn(t, checkRemoved, poll.WithDelay(1*time.Second), poll.WithTimeout(10*time.Second))
+	})
+
 	t.Run("run with ports", func(t *testing.T) {
 		res := c.RunDockerCmd("run", "-d", "-p", "8080:80", "nginx")
 		containerName := strings.TrimSpace(res.Combined())
diff --git a/protos/containers/v1/containers.pb.go b/protos/containers/v1/containers.pb.go
index 1f0b3d221..1954a4181 100644
--- a/protos/containers/v1/containers.pb.go
+++ b/protos/containers/v1/containers.pb.go
@@ -260,6 +260,7 @@ type HostConfig struct {
 	CpuReservation    uint64 `protobuf:"varint,3,opt,name=cpu_reservation,json=cpuReservation,proto3" json:"cpu_reservation,omitempty"`
 	CpuLimit          uint64 `protobuf:"varint,4,opt,name=cpu_limit,json=cpuLimit,proto3" json:"cpu_limit,omitempty"`
 	RestartPolicy     string `protobuf:"bytes,5,opt,name=restart_policy,json=restartPolicy,proto3" json:"restart_policy,omitempty"`
+	AutoRemove        bool   `protobuf:"varint,6,opt,name=auto_remove,json=autoRemove,proto3" json:"auto_remove,omitempty"`
 }
 
 func (x *HostConfig) Reset() {
@@ -329,6 +330,13 @@ func (x *HostConfig) GetRestartPolicy() string {
 	return ""
 }
 
+func (x *HostConfig) GetAutoRemove() bool {
+	if x != nil {
+		return x.AutoRemove
+	}
+	return false
+}
+
 type InspectRequest struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -802,6 +810,7 @@ type RunRequest struct {
 	RestartPolicyCondition string            `protobuf:"bytes,8,opt,name=restart_policy_condition,json=restartPolicyCondition,proto3" json:"restart_policy_condition,omitempty"`
 	Command                []string          `protobuf:"bytes,9,rep,name=command,proto3" json:"command,omitempty"`
 	Environment            []string          `protobuf:"bytes,10,rep,name=environment,proto3" json:"environment,omitempty"`
+	AutoRemove             bool              `protobuf:"varint,11,opt,name=auto_remove,json=autoRemove,proto3" json:"auto_remove,omitempty"`
 }
 
 func (x *RunRequest) Reset() {
@@ -906,6 +915,13 @@ func (x *RunRequest) GetEnvironment() []string {
 	return nil
 }
 
+func (x *RunRequest) GetAutoRemove() bool {
+	if x != nil {
+		return x.AutoRemove
+	}
+	return false
+}
+
 type RunResponse struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -1316,7 +1332,7 @@ var file_protos_containers_v1_containers_proto_rawDesc = []byte{
 	0x63, 0x6f, 0x6d, 0x2e, 0x64, 0x6f, 0x63, 0x6b, 0x65, 0x72, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x70,
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@@ -1329,156 +1345,160 @@ var file_protos_containers_v1_containers_proto_rawDesc = []byte{
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 }
 
 var (
diff --git a/protos/containers/v1/containers.proto b/protos/containers/v1/containers.proto
index 4876d5289..8c828dc21 100644
--- a/protos/containers/v1/containers.proto
+++ b/protos/containers/v1/containers.proto
@@ -59,6 +59,7 @@ message HostConfig {
 	uint64 cpu_reservation = 3;
 	uint64 cpu_limit = 4;
 	string restart_policy = 5;
+	bool auto_remove = 6;
 }
 
 message InspectRequest {
@@ -110,7 +111,8 @@ message RunRequest {
 	uint64 cpu_limit = 7;
 	string restart_policy_condition = 8;
 	repeated string command = 9;
-	repeated string environment = 10; 
+	repeated string environment = 10;
+	bool auto_remove = 11;
 }
 
 message RunResponse {
diff --git a/server/proxy/containers.go b/server/proxy/containers.go
index 4b1bad719..1eb8800c4 100644
--- a/server/proxy/containers.go
+++ b/server/proxy/containers.go
@@ -139,6 +139,7 @@ func toGrpcContainer(c containers.Container) *containersv1.Container {
 			CpuReservation:    uint64(c.HostConfig.CPUReservation),
 			CpuLimit:          uint64(c.HostConfig.CPULimit),
 			RestartPolicy:     c.HostConfig.RestartPolicy,
+			AutoRemove:        c.HostConfig.AutoRemove,
 		},
 	}
 }
@@ -165,5 +166,6 @@ func grpcContainerToContainerConfig(request *containersv1.RunRequest) containers
 		CPULimit:               float64(request.GetCpuLimit()),
 		RestartPolicyCondition: request.RestartPolicyCondition,
 		Environment:            request.Environment,
+		AutoRemove:             request.AutoRemove,
 	}
 }
diff --git a/tests/e2e/testdata/inspect-id.golden b/tests/e2e/testdata/inspect-id.golden
index 2d8fe356a..760d76b8b 100644
--- a/tests/e2e/testdata/inspect-id.golden
+++ b/tests/e2e/testdata/inspect-id.golden
@@ -12,7 +12,8 @@
         "CPUReservation": 0,
         "CPULimit": 0,
         "MemoryReservation": 0,
-        "MemoryLimit": 0
+        "MemoryLimit": 0,
+        "AutoRemove": false
     },
     "Platform": "Linux"
 }