diff --git a/Sources/SparkConnect/ProtoUtils.swift b/Sources/SparkConnect/ProtoUtils.swift
new file mode 100644
index 0000000..738213f
--- /dev/null
+++ b/Sources/SparkConnect/ProtoUtils.swift
@@ -0,0 +1,39 @@
+//
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you 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.
+//
+import Foundation
+
+/// Utility functions like `org.apache.spark.sql.connect.common.ProtoUtils`.
+public enum ProtoUtils {
+
+  private static let SPARK_JOB_TAGS_SEP = ","  // SparkContext.SPARK_JOB_TAGS_SEP
+
+  /// Validate if a tag for ExecutePlanRequest.tags is valid. Throw IllegalArgumentException if not.
+  /// - Parameter tag: A tag string.
+  public static func throwIfInvalidTag(_ tag: String) throws {
+    // Same format rules apply to Spark Connect execution tags as to SparkContext job tags,
+    // because the Spark Connect job tag is also used as part of SparkContext job tag.
+    // See SparkContext.throwIfInvalidTag and ExecuteHolderSessionTag
+    if tag.isEmpty {
+      throw SparkConnectError.InvalidArgumentException
+    }
+    if tag.contains(SPARK_JOB_TAGS_SEP) {
+      throw SparkConnectError.InvalidArgumentException
+    }
+  }
+}
diff --git a/Sources/SparkConnect/SparkConnectClient.swift b/Sources/SparkConnect/SparkConnectClient.swift
index 4e14077..6001ee8 100644
--- a/Sources/SparkConnect/SparkConnectClient.swift
+++ b/Sources/SparkConnect/SparkConnectClient.swift
@@ -30,6 +30,7 @@ public actor SparkConnectClient {
   let port: Int
   let userContext: UserContext
   var sessionID: String? = nil
+  var tags = Set<String>()
 
   /// Create a client to use GRPCClient.
   /// - Parameters:
@@ -229,6 +230,7 @@ public actor SparkConnectClient {
     request.userContext = userContext
     request.sessionID = self.sessionID!
     request.operationID = UUID().uuidString
+    request.tags = Array(tags)
     request.plan = plan
     return request
   }
@@ -409,4 +411,31 @@ public actor SparkConnectClient {
     }
     return result
   }
+
+  /// Add a tag to be assigned to all the operations started by this thread in this session.
+  /// - Parameter tag: The tag to be added. Cannot contain ',' (comma) character or be an empty string.
+  public func addTag(tag: String) throws {
+    try ProtoUtils.throwIfInvalidTag(tag)
+    tags.insert(tag)
+  }
+
+  /// Remove a tag previously added to be assigned to all the operations started by this thread in this session.
+  /// Noop if such a tag was not added earlier.
+  /// - Parameter tag: The tag to be removed. Cannot contain ',' (comma) character or be an empty string.
+  public func removeTag(tag: String) throws {
+    try ProtoUtils.throwIfInvalidTag(tag)
+    tags.remove(tag)
+  }
+
+  /// Get the operation tags that are currently set to be assigned to all the operations started by
+  /// this thread in this session.
+  /// - Returns: A set of string.
+  public func getTags() -> Set<String> {
+    return tags
+  }
+
+  /// Clear the current thread's operation tags.
+  public func clearTags() {
+    tags.removeAll()
+  }
 }
diff --git a/Sources/SparkConnect/SparkConnectError.swift b/Sources/SparkConnect/SparkConnectError.swift
index df293e2..4434b6d 100644
--- a/Sources/SparkConnect/SparkConnectError.swift
+++ b/Sources/SparkConnect/SparkConnectError.swift
@@ -20,6 +20,7 @@
 /// A enum for ``SparkConnect`` package errors
 public enum SparkConnectError: Error {
   case UnsupportedOperationException
+  case InvalidArgumentException
   case InvalidSessionIDException
   case InvalidTypeException
 }
diff --git a/Sources/SparkConnect/SparkSession.swift b/Sources/SparkConnect/SparkSession.swift
index 3b07c27..1b943a4 100644
--- a/Sources/SparkConnect/SparkSession.swift
+++ b/Sources/SparkConnect/SparkSession.swift
@@ -158,6 +158,31 @@ public actor SparkSession {
     return ret
   }
 
+  /// Add a tag to be assigned to all the operations started by this thread in this session.
+  /// - Parameter tag: The tag to be added. Cannot contain ',' (comma) character or be an empty string.
+  public func addTag(_ tag: String) async throws {
+    try await client.addTag(tag: tag)
+  }
+
+  /// Remove a tag previously added to be assigned to all the operations started by this thread in this session.
+  /// Noop if such a tag was not added earlier.
+  /// - Parameter tag: The tag to be removed. Cannot contain ',' (comma) character or be an empty string.
+  public func removeTag(_ tag: String) async throws {
+    try await client.removeTag(tag: tag)
+  }
+
+  /// Get the operation tags that are currently set to be assigned to all the operations started by
+  /// this thread in this session.
+  /// - Returns: A set of string.
+  public func getTags() async -> Set<String> {
+    return await client.getTags()
+  }
+
+  /// Clear the current thread's operation tags.
+  public func clearTags() async {
+    await client.clearTags()
+  }
+
   /// This is defined as the return type of `SparkSession.sparkContext` method.
   /// This is an empty `Struct` type because `sparkContext` method is designed to throw
   /// `UNSUPPORTED_CONNECT_FEATURE.SESSION_SPARK_CONTEXT`.
diff --git a/Tests/SparkConnectTests/SparkConnectClientTests.swift b/Tests/SparkConnectTests/SparkConnectClientTests.swift
index f50ae5d..399e497 100644
--- a/Tests/SparkConnectTests/SparkConnectClientTests.swift
+++ b/Tests/SparkConnectTests/SparkConnectClientTests.swift
@@ -46,4 +46,21 @@ struct SparkConnectClientTests {
     let _ = try await client.connect(UUID().uuidString)
     await client.stop()
   }
+
+  @Test
+  func tags() async throws {
+    let client = SparkConnectClient(remote: "sc://localhost", user: "test")
+    let sessionID = UUID().uuidString
+    let _ = try await client.connect(sessionID)
+    let plan = await client.getPlanRange(0, 1, 1)
+
+    #expect(await client.getExecutePlanRequest(sessionID, plan).tags.isEmpty)
+    try await client.addTag(tag: "tag1")
+
+    #expect(await client.getExecutePlanRequest(sessionID, plan).tags == ["tag1"])
+    await client.clearTags()
+
+    #expect(await client.getExecutePlanRequest(sessionID, plan).tags.isEmpty)
+    await client.stop()
+  }
 }
diff --git a/Tests/SparkConnectTests/SparkSessionTests.swift b/Tests/SparkConnectTests/SparkSessionTests.swift
index 24d0537..901a683 100644
--- a/Tests/SparkConnectTests/SparkSessionTests.swift
+++ b/Tests/SparkConnectTests/SparkSessionTests.swift
@@ -96,4 +96,30 @@ struct SparkSessionTests {
 #endif
     await spark.stop()
   }
+
+  @Test
+  func tag() async throws {
+    let spark = try await SparkSession.builder.getOrCreate()
+    try await spark.addTag("tag1")
+    #expect(await spark.getTags() == Set(["tag1"]))
+    try await spark.addTag("tag2")
+    #expect(await spark.getTags() == Set(["tag1", "tag2"]))
+    try await spark.removeTag("tag1")
+    #expect(await spark.getTags() == Set(["tag2"]))
+    await spark.clearTags()
+    #expect(await spark.getTags().isEmpty)
+    await spark.stop()
+  }
+
+  @Test
+  func invalidTags() async throws {
+    let spark = try await SparkSession.builder.getOrCreate()
+    await #expect(throws: SparkConnectError.InvalidArgumentException) {
+      try await spark.addTag("")
+    }
+    await #expect(throws: SparkConnectError.InvalidArgumentException) {
+      try await spark.addTag(",")
+    }
+    await spark.stop()
+  }
 }