diff --git a/proto/cluster.proto b/proto/cluster.proto
new file mode 100644
index 00000000000..3ceda954e91
--- /dev/null
+++ b/proto/cluster.proto
@@ -0,0 +1,78 @@
+syntax = "proto3";
+
+option go_package = "github.com/ray-project/kuberay/proto/go_client";
+package proto;
+
+import "google/protobuf/timestamp.proto";
+
+
+message Cluster {
+  // Required input field. Unique Cluster name provided by user.
+  string name = 1;
+
+  // Required input field. Cluster's namespace provided by user
+  string namespace = 2;
+
+  // Required field. This field indicates the user who owns the cluster.
+  string user = 3;
+
+  // Optional input field. Ray cluster version
+  string version = 4;
+
+  // Optional field.
+  enum Environment {
+    DEV = 0;
+    TESTING = 1;
+    STAGING = 2;
+    PRODUCTION = 3;
+  }
+  Environment environment = 5;
+
+  // Required field. This field will be used to retrieve right ray container
+  string image = 6;
+  
+  // Required field. This field indicates ray cluster configuration
+  ClusterSpec cluster_spec = 7;
+
+  // Output. The time that the Cluster created.
+  google.protobuf.Timestamp created_at = 8;
+
+  // Output. The time that the Cluster deleted.
+  google.protobuf.Timestamp deleted_at = 9;
+}
+
+message ClusterSpec {
+  // The name of the cluster spec
+  string name = 1;
+  // The head group configuration
+  HeadGroupSpec head_group_spec = 2;
+  // The worker group configurations
+  repeated WorkerGroupSpec worker_group_sepc = 3;
+}
+
+message HeadGroupSpec {
+  // Optional. The computeTemplate of head node group
+  ComputeTemplate resource = 1;
+  // Optional. The ray start parames of head node group
+  map<string, string> ray_start_params = 2;
+  // Optional. The service type (ClusterIP, NodePort, Load balancer) of the head node
+  string service_type = 3;
+  // Output: internal/external service endpoint
+  string service_address = 4;
+}
+
+message WorkerGroupSpec {
+  // Required. Group name of the current worker group
+  string group_name = 1;
+  // Required. Desired replicas of the worker group 
+  int32 replicas = 2;
+  // Optional. Min replicas of the worker group 
+  int32 min_replicas = 3;
+  // Optional. Max replicas of the worker group 
+  int32 max_replicas = 4;
+  // Optional. The computeTemplate of head node group
+  ComputeTemplate resource = 5;
+  // Optional. The ray start parames of worker node group
+  map<string, string> ray_start_params = 6;
+}
+
diff --git a/proto/config.proto b/proto/config.proto
new file mode 100644
index 00000000000..220e5732d91
--- /dev/null
+++ b/proto/config.proto
@@ -0,0 +1,33 @@
+syntax = "proto3";
+
+option go_package = "github.com/ray-project/kuberay/proto/go_client";
+package proto;
+
+// ComputeTemplate can be reused by any compute units like worker group, workspace, image build job, etc
+message ComputeTemplate {
+  // The ID of the compute template
+  string name = 1;
+  // Number of cpus
+  uint32 cpu = 2;
+  // Number of memory
+  uint32 memory = 3;
+  // Number of gpus
+  uint32 gpu = 4;
+  // The detail gpu accelerator type
+  string gpu_accelerator = 5;
+}
+
+// ImageTemplate can be used by worker group and workspce.
+// They can be distinguish by different entrypoints
+message ImageTemplate {
+  string id = 1;
+  string name = 2;
+  string base_image = 3;
+  repeated string pip_packages = 4;
+  repeated string conda_packages = 5;
+  repeated string system_packages = 6;
+  map<string, string> environment_variables = 7;
+  string custom_commands = 8;
+  // Output
+  string image = 9;
+}
diff --git a/proto/error.proto b/proto/error.proto
new file mode 100644
index 00000000000..b2159e28fcb
--- /dev/null
+++ b/proto/error.proto
@@ -0,0 +1,18 @@
+syntax = "proto3";
+
+option go_package = "github.com/ray-project/kuberay/proto/go_client";
+package proto;
+
+import "google/protobuf/any.proto";
+
+message Error {
+  string error_message = 1;
+  string error_details = 2;
+}
+
+message Status {
+  string error = 1;
+  int32 code = 2;
+  repeated google.protobuf.Any details = 3;
+}
+