diff --git a/cli/cmd/serve.go b/cli/cmd/serve.go
index f3aa6c0c7..84667ba87 100644
--- a/cli/cmd/serve.go
+++ b/cli/cmd/serve.go
@@ -26,6 +26,7 @@ import (
 	containersv1 "github.com/docker/compose-cli/protos/containers/v1"
 	contextsv1 "github.com/docker/compose-cli/protos/contexts/v1"
 	streamsv1 "github.com/docker/compose-cli/protos/streams/v1"
+	volumesv1 "github.com/docker/compose-cli/protos/volumes/v1"
 	"github.com/docker/compose-cli/server"
 	"github.com/docker/compose-cli/server/proxy"
 )
@@ -64,8 +65,9 @@ func runServe(ctx context.Context, opts serveOpts) error {
 	p := proxy.New(ctx)
 
 	containersv1.RegisterContainersServer(s, p)
-	streamsv1.RegisterStreamingServer(s, p)
 	contextsv1.RegisterContextsServer(s, p.ContextsProxy())
+	streamsv1.RegisterStreamingServer(s, p)
+	volumesv1.RegisterVolumesServer(s, p)
 
 	go func() {
 		<-ctx.Done()
diff --git a/protos/volumes/v1/volumes.pb.go b/protos/volumes/v1/volumes.pb.go
new file mode 100644
index 000000000..0a5991361
--- /dev/null
+++ b/protos/volumes/v1/volumes.pb.go
@@ -0,0 +1,831 @@
+//
+//  Copyright 2020 Docker Compose CLI authors
+
+//  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.
+
+// Code generated by protoc-gen-go. DO NOT EDIT.
+// versions:
+// 	protoc-gen-go v1.25.0
+// 	protoc        v3.12.2
+// source: protos/volumes/v1/volumes.proto
+
+package v1
+
+import (
+	context "context"
+	proto "github.com/golang/protobuf/proto"
+	_ "github.com/golang/protobuf/ptypes/any"
+	grpc "google.golang.org/grpc"
+	codes "google.golang.org/grpc/codes"
+	status "google.golang.org/grpc/status"
+	protoreflect "google.golang.org/protobuf/reflect/protoreflect"
+	protoimpl "google.golang.org/protobuf/runtime/protoimpl"
+	reflect "reflect"
+	sync "sync"
+)
+
+const (
+	// Verify that this generated code is sufficiently up-to-date.
+	_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)
+	// Verify that runtime/protoimpl is sufficiently up-to-date.
+	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
+)
+
+// This is a compile-time assertion that a sufficiently up-to-date version
+// of the legacy proto package is being used.
+const _ = proto.ProtoPackageIsVersion4
+
+type Volume struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Id          string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"`
+	Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`
+}
+
+func (x *Volume) Reset() {
+	*x = Volume{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_protos_volumes_v1_volumes_proto_msgTypes[0]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *Volume) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*Volume) ProtoMessage() {}
+
+func (x *Volume) ProtoReflect() protoreflect.Message {
+	mi := &file_protos_volumes_v1_volumes_proto_msgTypes[0]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use Volume.ProtoReflect.Descriptor instead.
+func (*Volume) Descriptor() ([]byte, []int) {
+	return file_protos_volumes_v1_volumes_proto_rawDescGZIP(), []int{0}
+}
+
+func (x *Volume) GetId() string {
+	if x != nil {
+		return x.Id
+	}
+	return ""
+}
+
+func (x *Volume) GetDescription() string {
+	if x != nil {
+		return x.Description
+	}
+	return ""
+}
+
+type AciVolumeCreateOptions struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	StorageAccount string `protobuf:"bytes,1,opt,name=storage_account,json=storageAccount,proto3" json:"storage_account,omitempty"`
+}
+
+func (x *AciVolumeCreateOptions) Reset() {
+	*x = AciVolumeCreateOptions{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_protos_volumes_v1_volumes_proto_msgTypes[1]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *AciVolumeCreateOptions) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*AciVolumeCreateOptions) ProtoMessage() {}
+
+func (x *AciVolumeCreateOptions) ProtoReflect() protoreflect.Message {
+	mi := &file_protos_volumes_v1_volumes_proto_msgTypes[1]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use AciVolumeCreateOptions.ProtoReflect.Descriptor instead.
+func (*AciVolumeCreateOptions) Descriptor() ([]byte, []int) {
+	return file_protos_volumes_v1_volumes_proto_rawDescGZIP(), []int{1}
+}
+
+func (x *AciVolumeCreateOptions) GetStorageAccount() string {
+	if x != nil {
+		return x.StorageAccount
+	}
+	return ""
+}
+
+type VolumesCreateRequest struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
+	// Types that are assignable to Options:
+	//	*VolumesCreateRequest_AciOption
+	Options isVolumesCreateRequest_Options `protobuf_oneof:"options"`
+}
+
+func (x *VolumesCreateRequest) Reset() {
+	*x = VolumesCreateRequest{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_protos_volumes_v1_volumes_proto_msgTypes[2]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *VolumesCreateRequest) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*VolumesCreateRequest) ProtoMessage() {}
+
+func (x *VolumesCreateRequest) ProtoReflect() protoreflect.Message {
+	mi := &file_protos_volumes_v1_volumes_proto_msgTypes[2]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use VolumesCreateRequest.ProtoReflect.Descriptor instead.
+func (*VolumesCreateRequest) Descriptor() ([]byte, []int) {
+	return file_protos_volumes_v1_volumes_proto_rawDescGZIP(), []int{2}
+}
+
+func (x *VolumesCreateRequest) GetName() string {
+	if x != nil {
+		return x.Name
+	}
+	return ""
+}
+
+func (m *VolumesCreateRequest) GetOptions() isVolumesCreateRequest_Options {
+	if m != nil {
+		return m.Options
+	}
+	return nil
+}
+
+func (x *VolumesCreateRequest) GetAciOption() *AciVolumeCreateOptions {
+	if x, ok := x.GetOptions().(*VolumesCreateRequest_AciOption); ok {
+		return x.AciOption
+	}
+	return nil
+}
+
+type isVolumesCreateRequest_Options interface {
+	isVolumesCreateRequest_Options()
+}
+
+type VolumesCreateRequest_AciOption struct {
+	AciOption *AciVolumeCreateOptions `protobuf:"bytes,2,opt,name=aci_option,json=aciOption,proto3,oneof"`
+}
+
+func (*VolumesCreateRequest_AciOption) isVolumesCreateRequest_Options() {}
+
+type VolumesCreateResponse struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Volume *Volume `protobuf:"bytes,1,opt,name=volume,proto3" json:"volume,omitempty"`
+}
+
+func (x *VolumesCreateResponse) Reset() {
+	*x = VolumesCreateResponse{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_protos_volumes_v1_volumes_proto_msgTypes[3]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *VolumesCreateResponse) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*VolumesCreateResponse) ProtoMessage() {}
+
+func (x *VolumesCreateResponse) ProtoReflect() protoreflect.Message {
+	mi := &file_protos_volumes_v1_volumes_proto_msgTypes[3]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use VolumesCreateResponse.ProtoReflect.Descriptor instead.
+func (*VolumesCreateResponse) Descriptor() ([]byte, []int) {
+	return file_protos_volumes_v1_volumes_proto_rawDescGZIP(), []int{3}
+}
+
+func (x *VolumesCreateResponse) GetVolume() *Volume {
+	if x != nil {
+		return x.Volume
+	}
+	return nil
+}
+
+type VolumesListRequest struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+}
+
+func (x *VolumesListRequest) Reset() {
+	*x = VolumesListRequest{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_protos_volumes_v1_volumes_proto_msgTypes[4]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *VolumesListRequest) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*VolumesListRequest) ProtoMessage() {}
+
+func (x *VolumesListRequest) ProtoReflect() protoreflect.Message {
+	mi := &file_protos_volumes_v1_volumes_proto_msgTypes[4]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use VolumesListRequest.ProtoReflect.Descriptor instead.
+func (*VolumesListRequest) Descriptor() ([]byte, []int) {
+	return file_protos_volumes_v1_volumes_proto_rawDescGZIP(), []int{4}
+}
+
+type VolumesListResponse struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Volumes []*Volume `protobuf:"bytes,1,rep,name=volumes,proto3" json:"volumes,omitempty"`
+}
+
+func (x *VolumesListResponse) Reset() {
+	*x = VolumesListResponse{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_protos_volumes_v1_volumes_proto_msgTypes[5]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *VolumesListResponse) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*VolumesListResponse) ProtoMessage() {}
+
+func (x *VolumesListResponse) ProtoReflect() protoreflect.Message {
+	mi := &file_protos_volumes_v1_volumes_proto_msgTypes[5]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use VolumesListResponse.ProtoReflect.Descriptor instead.
+func (*VolumesListResponse) Descriptor() ([]byte, []int) {
+	return file_protos_volumes_v1_volumes_proto_rawDescGZIP(), []int{5}
+}
+
+func (x *VolumesListResponse) GetVolumes() []*Volume {
+	if x != nil {
+		return x.Volumes
+	}
+	return nil
+}
+
+type VolumesDeleteRequest struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Id string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"`
+}
+
+func (x *VolumesDeleteRequest) Reset() {
+	*x = VolumesDeleteRequest{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_protos_volumes_v1_volumes_proto_msgTypes[6]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *VolumesDeleteRequest) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*VolumesDeleteRequest) ProtoMessage() {}
+
+func (x *VolumesDeleteRequest) ProtoReflect() protoreflect.Message {
+	mi := &file_protos_volumes_v1_volumes_proto_msgTypes[6]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use VolumesDeleteRequest.ProtoReflect.Descriptor instead.
+func (*VolumesDeleteRequest) Descriptor() ([]byte, []int) {
+	return file_protos_volumes_v1_volumes_proto_rawDescGZIP(), []int{6}
+}
+
+func (x *VolumesDeleteRequest) GetId() string {
+	if x != nil {
+		return x.Id
+	}
+	return ""
+}
+
+type VolumesDeleteResponse struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+}
+
+func (x *VolumesDeleteResponse) Reset() {
+	*x = VolumesDeleteResponse{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_protos_volumes_v1_volumes_proto_msgTypes[7]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *VolumesDeleteResponse) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*VolumesDeleteResponse) ProtoMessage() {}
+
+func (x *VolumesDeleteResponse) ProtoReflect() protoreflect.Message {
+	mi := &file_protos_volumes_v1_volumes_proto_msgTypes[7]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use VolumesDeleteResponse.ProtoReflect.Descriptor instead.
+func (*VolumesDeleteResponse) Descriptor() ([]byte, []int) {
+	return file_protos_volumes_v1_volumes_proto_rawDescGZIP(), []int{7}
+}
+
+var File_protos_volumes_v1_volumes_proto protoreflect.FileDescriptor
+
+var file_protos_volumes_v1_volumes_proto_rawDesc = []byte{
+	0x0a, 0x1f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x73, 0x2f, 0x76, 0x6f, 0x6c, 0x75, 0x6d, 0x65, 0x73,
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+	0x69, 0x74, 0x68, 0x75, 0x62, 0x2e, 0x63, 0x6f, 0x6d, 0x2f, 0x64, 0x6f, 0x63, 0x6b, 0x65, 0x72,
+	0x2f, 0x63, 0x6f, 0x6d, 0x70, 0x6f, 0x73, 0x65, 0x2d, 0x63, 0x6c, 0x69, 0x2f, 0x70, 0x72, 0x6f,
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+	0x31, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
+}
+
+var (
+	file_protos_volumes_v1_volumes_proto_rawDescOnce sync.Once
+	file_protos_volumes_v1_volumes_proto_rawDescData = file_protos_volumes_v1_volumes_proto_rawDesc
+)
+
+func file_protos_volumes_v1_volumes_proto_rawDescGZIP() []byte {
+	file_protos_volumes_v1_volumes_proto_rawDescOnce.Do(func() {
+		file_protos_volumes_v1_volumes_proto_rawDescData = protoimpl.X.CompressGZIP(file_protos_volumes_v1_volumes_proto_rawDescData)
+	})
+	return file_protos_volumes_v1_volumes_proto_rawDescData
+}
+
+var file_protos_volumes_v1_volumes_proto_msgTypes = make([]protoimpl.MessageInfo, 8)
+var file_protos_volumes_v1_volumes_proto_goTypes = []interface{}{
+	(*Volume)(nil),                 // 0: com.docker.api.protos.volumes.v1.Volume
+	(*AciVolumeCreateOptions)(nil), // 1: com.docker.api.protos.volumes.v1.AciVolumeCreateOptions
+	(*VolumesCreateRequest)(nil),   // 2: com.docker.api.protos.volumes.v1.VolumesCreateRequest
+	(*VolumesCreateResponse)(nil),  // 3: com.docker.api.protos.volumes.v1.VolumesCreateResponse
+	(*VolumesListRequest)(nil),     // 4: com.docker.api.protos.volumes.v1.VolumesListRequest
+	(*VolumesListResponse)(nil),    // 5: com.docker.api.protos.volumes.v1.VolumesListResponse
+	(*VolumesDeleteRequest)(nil),   // 6: com.docker.api.protos.volumes.v1.VolumesDeleteRequest
+	(*VolumesDeleteResponse)(nil),  // 7: com.docker.api.protos.volumes.v1.VolumesDeleteResponse
+}
+var file_protos_volumes_v1_volumes_proto_depIdxs = []int32{
+	1, // 0: com.docker.api.protos.volumes.v1.VolumesCreateRequest.aci_option:type_name -> com.docker.api.protos.volumes.v1.AciVolumeCreateOptions
+	0, // 1: com.docker.api.protos.volumes.v1.VolumesCreateResponse.volume:type_name -> com.docker.api.protos.volumes.v1.Volume
+	0, // 2: com.docker.api.protos.volumes.v1.VolumesListResponse.volumes:type_name -> com.docker.api.protos.volumes.v1.Volume
+	2, // 3: com.docker.api.protos.volumes.v1.Volumes.VolumesCreate:input_type -> com.docker.api.protos.volumes.v1.VolumesCreateRequest
+	4, // 4: com.docker.api.protos.volumes.v1.Volumes.VolumesList:input_type -> com.docker.api.protos.volumes.v1.VolumesListRequest
+	6, // 5: com.docker.api.protos.volumes.v1.Volumes.VolumesDelete:input_type -> com.docker.api.protos.volumes.v1.VolumesDeleteRequest
+	3, // 6: com.docker.api.protos.volumes.v1.Volumes.VolumesCreate:output_type -> com.docker.api.protos.volumes.v1.VolumesCreateResponse
+	5, // 7: com.docker.api.protos.volumes.v1.Volumes.VolumesList:output_type -> com.docker.api.protos.volumes.v1.VolumesListResponse
+	7, // 8: com.docker.api.protos.volumes.v1.Volumes.VolumesDelete:output_type -> com.docker.api.protos.volumes.v1.VolumesDeleteResponse
+	6, // [6:9] is the sub-list for method output_type
+	3, // [3:6] is the sub-list for method input_type
+	3, // [3:3] is the sub-list for extension type_name
+	3, // [3:3] is the sub-list for extension extendee
+	0, // [0:3] is the sub-list for field type_name
+}
+
+func init() { file_protos_volumes_v1_volumes_proto_init() }
+func file_protos_volumes_v1_volumes_proto_init() {
+	if File_protos_volumes_v1_volumes_proto != nil {
+		return
+	}
+	if !protoimpl.UnsafeEnabled {
+		file_protos_volumes_v1_volumes_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*Volume); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_protos_volumes_v1_volumes_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*AciVolumeCreateOptions); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_protos_volumes_v1_volumes_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*VolumesCreateRequest); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_protos_volumes_v1_volumes_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*VolumesCreateResponse); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_protos_volumes_v1_volumes_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*VolumesListRequest); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_protos_volumes_v1_volumes_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*VolumesListResponse); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_protos_volumes_v1_volumes_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*VolumesDeleteRequest); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_protos_volumes_v1_volumes_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*VolumesDeleteResponse); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+	}
+	file_protos_volumes_v1_volumes_proto_msgTypes[2].OneofWrappers = []interface{}{
+		(*VolumesCreateRequest_AciOption)(nil),
+	}
+	type x struct{}
+	out := protoimpl.TypeBuilder{
+		File: protoimpl.DescBuilder{
+			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
+			RawDescriptor: file_protos_volumes_v1_volumes_proto_rawDesc,
+			NumEnums:      0,
+			NumMessages:   8,
+			NumExtensions: 0,
+			NumServices:   1,
+		},
+		GoTypes:           file_protos_volumes_v1_volumes_proto_goTypes,
+		DependencyIndexes: file_protos_volumes_v1_volumes_proto_depIdxs,
+		MessageInfos:      file_protos_volumes_v1_volumes_proto_msgTypes,
+	}.Build()
+	File_protos_volumes_v1_volumes_proto = out.File
+	file_protos_volumes_v1_volumes_proto_rawDesc = nil
+	file_protos_volumes_v1_volumes_proto_goTypes = nil
+	file_protos_volumes_v1_volumes_proto_depIdxs = nil
+}
+
+// Reference imports to suppress errors if they are not otherwise used.
+var _ context.Context
+var _ grpc.ClientConnInterface
+
+// This is a compile-time assertion to ensure that this generated file
+// is compatible with the grpc package it is being compiled against.
+const _ = grpc.SupportPackageIsVersion6
+
+// VolumesClient is the client API for Volumes service.
+//
+// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.
+type VolumesClient interface {
+	VolumesCreate(ctx context.Context, in *VolumesCreateRequest, opts ...grpc.CallOption) (*VolumesCreateResponse, error)
+	VolumesList(ctx context.Context, in *VolumesListRequest, opts ...grpc.CallOption) (*VolumesListResponse, error)
+	VolumesDelete(ctx context.Context, in *VolumesDeleteRequest, opts ...grpc.CallOption) (*VolumesDeleteResponse, error)
+}
+
+type volumesClient struct {
+	cc grpc.ClientConnInterface
+}
+
+func NewVolumesClient(cc grpc.ClientConnInterface) VolumesClient {
+	return &volumesClient{cc}
+}
+
+func (c *volumesClient) VolumesCreate(ctx context.Context, in *VolumesCreateRequest, opts ...grpc.CallOption) (*VolumesCreateResponse, error) {
+	out := new(VolumesCreateResponse)
+	err := c.cc.Invoke(ctx, "/com.docker.api.protos.volumes.v1.Volumes/VolumesCreate", in, out, opts...)
+	if err != nil {
+		return nil, err
+	}
+	return out, nil
+}
+
+func (c *volumesClient) VolumesList(ctx context.Context, in *VolumesListRequest, opts ...grpc.CallOption) (*VolumesListResponse, error) {
+	out := new(VolumesListResponse)
+	err := c.cc.Invoke(ctx, "/com.docker.api.protos.volumes.v1.Volumes/VolumesList", in, out, opts...)
+	if err != nil {
+		return nil, err
+	}
+	return out, nil
+}
+
+func (c *volumesClient) VolumesDelete(ctx context.Context, in *VolumesDeleteRequest, opts ...grpc.CallOption) (*VolumesDeleteResponse, error) {
+	out := new(VolumesDeleteResponse)
+	err := c.cc.Invoke(ctx, "/com.docker.api.protos.volumes.v1.Volumes/VolumesDelete", in, out, opts...)
+	if err != nil {
+		return nil, err
+	}
+	return out, nil
+}
+
+// VolumesServer is the server API for Volumes service.
+type VolumesServer interface {
+	VolumesCreate(context.Context, *VolumesCreateRequest) (*VolumesCreateResponse, error)
+	VolumesList(context.Context, *VolumesListRequest) (*VolumesListResponse, error)
+	VolumesDelete(context.Context, *VolumesDeleteRequest) (*VolumesDeleteResponse, error)
+}
+
+// UnimplementedVolumesServer can be embedded to have forward compatible implementations.
+type UnimplementedVolumesServer struct {
+}
+
+func (*UnimplementedVolumesServer) VolumesCreate(context.Context, *VolumesCreateRequest) (*VolumesCreateResponse, error) {
+	return nil, status.Errorf(codes.Unimplemented, "method VolumesCreate not implemented")
+}
+func (*UnimplementedVolumesServer) VolumesList(context.Context, *VolumesListRequest) (*VolumesListResponse, error) {
+	return nil, status.Errorf(codes.Unimplemented, "method VolumesList not implemented")
+}
+func (*UnimplementedVolumesServer) VolumesDelete(context.Context, *VolumesDeleteRequest) (*VolumesDeleteResponse, error) {
+	return nil, status.Errorf(codes.Unimplemented, "method VolumesDelete not implemented")
+}
+
+func RegisterVolumesServer(s *grpc.Server, srv VolumesServer) {
+	s.RegisterService(&_Volumes_serviceDesc, srv)
+}
+
+func _Volumes_VolumesCreate_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
+	in := new(VolumesCreateRequest)
+	if err := dec(in); err != nil {
+		return nil, err
+	}
+	if interceptor == nil {
+		return srv.(VolumesServer).VolumesCreate(ctx, in)
+	}
+	info := &grpc.UnaryServerInfo{
+		Server:     srv,
+		FullMethod: "/com.docker.api.protos.volumes.v1.Volumes/VolumesCreate",
+	}
+	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+		return srv.(VolumesServer).VolumesCreate(ctx, req.(*VolumesCreateRequest))
+	}
+	return interceptor(ctx, in, info, handler)
+}
+
+func _Volumes_VolumesList_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
+	in := new(VolumesListRequest)
+	if err := dec(in); err != nil {
+		return nil, err
+	}
+	if interceptor == nil {
+		return srv.(VolumesServer).VolumesList(ctx, in)
+	}
+	info := &grpc.UnaryServerInfo{
+		Server:     srv,
+		FullMethod: "/com.docker.api.protos.volumes.v1.Volumes/VolumesList",
+	}
+	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+		return srv.(VolumesServer).VolumesList(ctx, req.(*VolumesListRequest))
+	}
+	return interceptor(ctx, in, info, handler)
+}
+
+func _Volumes_VolumesDelete_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
+	in := new(VolumesDeleteRequest)
+	if err := dec(in); err != nil {
+		return nil, err
+	}
+	if interceptor == nil {
+		return srv.(VolumesServer).VolumesDelete(ctx, in)
+	}
+	info := &grpc.UnaryServerInfo{
+		Server:     srv,
+		FullMethod: "/com.docker.api.protos.volumes.v1.Volumes/VolumesDelete",
+	}
+	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+		return srv.(VolumesServer).VolumesDelete(ctx, req.(*VolumesDeleteRequest))
+	}
+	return interceptor(ctx, in, info, handler)
+}
+
+var _Volumes_serviceDesc = grpc.ServiceDesc{
+	ServiceName: "com.docker.api.protos.volumes.v1.Volumes",
+	HandlerType: (*VolumesServer)(nil),
+	Methods: []grpc.MethodDesc{
+		{
+			MethodName: "VolumesCreate",
+			Handler:    _Volumes_VolumesCreate_Handler,
+		},
+		{
+			MethodName: "VolumesList",
+			Handler:    _Volumes_VolumesList_Handler,
+		},
+		{
+			MethodName: "VolumesDelete",
+			Handler:    _Volumes_VolumesDelete_Handler,
+		},
+	},
+	Streams:  []grpc.StreamDesc{},
+	Metadata: "protos/volumes/v1/volumes.proto",
+}
diff --git a/protos/volumes/v1/volumes.proto b/protos/volumes/v1/volumes.proto
new file mode 100644
index 000000000..4383131e2
--- /dev/null
+++ b/protos/volumes/v1/volumes.proto
@@ -0,0 +1,62 @@
+//
+//  Copyright 2020 Docker Compose CLI authors
+
+//  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.
+
+syntax = "proto3";
+
+package com.docker.api.protos.volumes.v1;
+
+import "google/protobuf/any.proto";
+
+option go_package = "github.com/docker/compose-cli/protos/volumes/v1;v1";
+
+service Volumes {
+	rpc VolumesCreate(VolumesCreateRequest) returns (VolumesCreateResponse);
+	rpc VolumesList(VolumesListRequest) returns (VolumesListResponse);
+	rpc VolumesDelete(VolumesDeleteRequest) returns (VolumesDeleteResponse);
+}
+
+message Volume {
+	string id = 1;
+	string description = 2;
+}
+
+message AciVolumeCreateOptions {
+	string storage_account = 1;
+}
+
+message VolumesCreateRequest {
+	string name = 1;
+	oneof options {
+		AciVolumeCreateOptions aci_option = 2;
+	}
+}
+
+message VolumesCreateResponse {
+	Volume volume = 1;
+}
+
+message VolumesListRequest {
+}
+
+message VolumesListResponse {
+	repeated Volume volumes = 1;
+}
+
+message VolumesDeleteRequest {
+	string id = 1;
+}
+
+message VolumesDeleteResponse {
+}
diff --git a/server/metrics.go b/server/metrics.go
index 83ee48847..a1f871b4e 100644
--- a/server/metrics.go
+++ b/server/metrics.go
@@ -36,9 +36,12 @@ var (
 		"/com.docker.api.protos.containers.v1.Containers/Kill":    "kill",
 		"/com.docker.api.protos.containers.v1.Containers/Inspect": "inspect",
 		"/com.docker.api.protos.containers.v1.Containers/Logs":    "logs",
-		"/com.docker.api.protos.streams.v1.Streaming/NewStream":   "",
+		"/com.docker.api.protos.streams.v1.Streaming/NewStream":   "streaming",
 		"/com.docker.api.protos.context.v1.Contexts/List":         "context ls",
 		"/com.docker.api.protos.context.v1.Contexts/SetCurrent":   "context use",
+		"/com.docker.api.protos.volumes.v1.Volumes/VolumesList":   "volume ls",
+		"/com.docker.api.protos.volumes.v1.Volumes/VolumesDelete": "volume rm",
+		"/com.docker.api.protos.volumes.v1.Volumes/VolumesCreate": "volume create",
 	}
 )
 
diff --git a/server/metrics_test.go b/server/metrics_test.go
index 9f9e886fd..659634c3f 100644
--- a/server/metrics_test.go
+++ b/server/metrics_test.go
@@ -36,6 +36,7 @@ import (
 	containersv1 "github.com/docker/compose-cli/protos/containers/v1"
 	contextsv1 "github.com/docker/compose-cli/protos/contexts/v1"
 	streamsv1 "github.com/docker/compose-cli/protos/streams/v1"
+	volumesv1 "github.com/docker/compose-cli/protos/volumes/v1"
 	"github.com/docker/compose-cli/server/proxy"
 )
 
@@ -104,6 +105,7 @@ func setupServer() *grpc.Server {
 	p := proxy.New(ctx)
 	containersv1.RegisterContainersServer(s, p)
 	streamsv1.RegisterStreamingServer(s, p)
+	volumesv1.RegisterVolumesServer(s, p)
 	contextsv1.RegisterContextsServer(s, p.ContextsProxy())
 	return s
 }
diff --git a/server/proxy/proxy.go b/server/proxy/proxy.go
index 30733ba93..468b5b9a7 100644
--- a/server/proxy/proxy.go
+++ b/server/proxy/proxy.go
@@ -25,6 +25,7 @@ import (
 	containersv1 "github.com/docker/compose-cli/protos/containers/v1"
 	contextsv1 "github.com/docker/compose-cli/protos/contexts/v1"
 	streamsv1 "github.com/docker/compose-cli/protos/streams/v1"
+	volumesv1 "github.com/docker/compose-cli/protos/volumes/v1"
 	"github.com/docker/compose-cli/server/proxy/streams"
 )
 
@@ -46,6 +47,7 @@ func Client(ctx context.Context) *client.Client {
 type Proxy interface {
 	containersv1.ContainersServer
 	streamsv1.StreamingServer
+	volumesv1.VolumesServer
 	ContextsProxy() contextsv1.ContextsServer
 }
 
diff --git a/server/proxy/volumes.go b/server/proxy/volumes.go
new file mode 100644
index 000000000..0d2ce4efc
--- /dev/null
+++ b/server/proxy/volumes.go
@@ -0,0 +1,79 @@
+/*
+   Copyright 2020 Docker Compose CLI authors
+
+   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.
+*/
+
+package proxy
+
+import (
+	"context"
+
+	"github.com/docker/compose-cli/aci"
+	"github.com/docker/compose-cli/api/volumes"
+	volumesv1 "github.com/docker/compose-cli/protos/volumes/v1"
+)
+
+// VolumesCreate creates a volume.
+func (p *proxy) VolumesCreate(ctx context.Context, req *volumesv1.VolumesCreateRequest) (*volumesv1.VolumesCreateResponse, error) {
+	storageAccount := ""
+	aciReq := req.GetAciOption()
+	if aciReq != nil {
+		storageAccount = aciReq.StorageAccount
+	}
+	aciOpts := aci.VolumeCreateOptions{
+		Account: storageAccount,
+	}
+
+	v, err := Client(ctx).VolumeService().Create(ctx, req.Name, aciOpts)
+	if err != nil {
+		return &volumesv1.VolumesCreateResponse{}, err
+	}
+
+	return &volumesv1.VolumesCreateResponse{
+		Volume: toGrpcVolume(v),
+	}, nil
+}
+
+// VolumesList lists the volumes.
+func (p *proxy) VolumesList(ctx context.Context, req *volumesv1.VolumesListRequest) (*volumesv1.VolumesListResponse, error) {
+	volumeList, err := Client(ctx).VolumeService().List(ctx)
+	if err != nil {
+		return &volumesv1.VolumesListResponse{}, err
+	}
+
+	return &volumesv1.VolumesListResponse{
+		Volumes: toGrpcVolumeList(volumeList),
+	}, nil
+}
+
+// VolumesDelete deletes a volume.
+func (p *proxy) VolumesDelete(ctx context.Context, req *volumesv1.VolumesDeleteRequest) (*volumesv1.VolumesDeleteResponse, error) {
+	err := Client(ctx).VolumeService().Delete(ctx, req.Id, nil)
+	return &volumesv1.VolumesDeleteResponse{}, err
+}
+
+func toGrpcVolumeList(volumeList []volumes.Volume) []*volumesv1.Volume {
+	var ret []*volumesv1.Volume
+	for _, v := range volumeList {
+		ret = append(ret, toGrpcVolume(v))
+	}
+	return ret
+}
+
+func toGrpcVolume(v volumes.Volume) *volumesv1.Volume {
+	return &volumesv1.Volume{
+		Id:          v.ID,
+		Description: v.Description,
+	}
+}