diff --git a/flint-spark-integration/src/main/scala/org/opensearch/flint/spark/FlintSparkIndex.scala b/flint-spark-integration/src/main/scala/org/opensearch/flint/spark/FlintSparkIndex.scala
index af1e9fa74..ec452d36f 100644
--- a/flint-spark-integration/src/main/scala/org/opensearch/flint/spark/FlintSparkIndex.scala
+++ b/flint-spark-integration/src/main/scala/org/opensearch/flint/spark/FlintSparkIndex.scala
@@ -79,6 +79,29 @@ object FlintSparkIndex {
    */
   val ID_COLUMN: String = "__id__"
 
+  /**
+   * invalid index name characters.
+   */
+  val INVALID_INDEX_NAME_CHARS: Set[Char] = Set(' ', ',', ':', '"', '*', '+', '/', '\\', '|', '?', '#', '>', '<')
+
+  /**
+   * Percent-encode invalid OpenSearch index name characters.
+   *
+   * @param indexName
+   *   raw Flint index name
+   * @return
+   *   percent-encoded index name
+   */
+  def percentEncode(indexName: String): String = {
+    indexName
+      .flatMap(ch =>
+        if (INVALID_INDEX_NAME_CHARS.contains(ch)) {
+          s"%${ch.toInt.toHexString}"
+        } else {
+          ch.toString
+        })
+  }
+
   /**
    * Common prefix of Flint index name which is "flint_database_table_"
    *
@@ -92,7 +115,9 @@ object FlintSparkIndex {
 
     // Keep all parts since the third as it is
     val parts = fullTableName.split('.')
-    s"flint_${parts(0)}_${parts(1)}_${parts.drop(2).mkString(".")}"
+    val raw = s"flint_${parts(0)}_${parts(1)}_${parts.drop(2).mkString(".")}"
+
+    percentEncode(raw)
   }
 
   /**
diff --git a/flint-spark-integration/src/test/scala/org/opensearch/flint/spark/covering/FlintSparkCoveringIndexSuite.scala b/flint-spark-integration/src/test/scala/org/opensearch/flint/spark/covering/FlintSparkCoveringIndexSuite.scala
index f52e6ef85..9d460ed1f 100644
--- a/flint-spark-integration/src/test/scala/org/opensearch/flint/spark/covering/FlintSparkCoveringIndexSuite.scala
+++ b/flint-spark-integration/src/test/scala/org/opensearch/flint/spark/covering/FlintSparkCoveringIndexSuite.scala
@@ -23,6 +23,12 @@ class FlintSparkCoveringIndexSuite extends FlintSuite {
     index.name() shouldBe "flint_spark_catalog_default_test.2023.10_ci.01_index"
   }
 
+  test("get encoded covering index name on table name with special characters") {
+    val testTableSpecial = "spark_catalog.default.test ,:\"*+/\\|?#><"
+    val index = new FlintSparkCoveringIndex("ci", testTableSpecial, Map("name" -> "string"))
+    index.name() shouldBe "flint_spark_catalog_default_test%20%2c%3a%22%2a%2b%2f%5c%7c%3f%23%3e%3c_ci_index"
+  }
+
   test("should fail if get index name without full table name") {
     val index = new FlintSparkCoveringIndex("ci", "test", Map("name" -> "string"))
     assertThrows[IllegalArgumentException] {
diff --git a/flint-spark-integration/src/test/scala/org/opensearch/flint/spark/mv/FlintSparkMaterializedViewSuite.scala b/flint-spark-integration/src/test/scala/org/opensearch/flint/spark/mv/FlintSparkMaterializedViewSuite.scala
index b7746d44a..c82038588 100644
--- a/flint-spark-integration/src/test/scala/org/opensearch/flint/spark/mv/FlintSparkMaterializedViewSuite.scala
+++ b/flint-spark-integration/src/test/scala/org/opensearch/flint/spark/mv/FlintSparkMaterializedViewSuite.scala
@@ -47,6 +47,12 @@ class FlintSparkMaterializedViewSuite extends FlintSuite {
     mv.name() shouldBe "flint_spark_catalog_default_mv.2023.10"
   }
 
+  test("get encoded mv name with special characters") {
+    val testMvNameSpecial = "spark_catalog.default.mv ,:\"*+/\\|?#><"
+    val mv = FlintSparkMaterializedView(testMvNameSpecial, testQuery, Map.empty)
+    mv.name() shouldBe "flint_spark_catalog_default_mv%20%2c%3a%22%2a%2b%2f%5c%7c%3f%23%3e%3c"
+  }
+
   test("should fail if get name with unqualified MV name") {
     the[IllegalArgumentException] thrownBy
       FlintSparkMaterializedView("mv", testQuery, Map.empty).name()
diff --git a/flint-spark-integration/src/test/scala/org/opensearch/flint/spark/skipping/FlintSparkSkippingIndexSuite.scala b/flint-spark-integration/src/test/scala/org/opensearch/flint/spark/skipping/FlintSparkSkippingIndexSuite.scala
index 9760e8cd2..2c7a2a91e 100644
--- a/flint-spark-integration/src/test/scala/org/opensearch/flint/spark/skipping/FlintSparkSkippingIndexSuite.scala
+++ b/flint-spark-integration/src/test/scala/org/opensearch/flint/spark/skipping/FlintSparkSkippingIndexSuite.scala
@@ -36,6 +36,13 @@ class FlintSparkSkippingIndexSuite extends FlintSuite {
     index.name() shouldBe "flint_spark_catalog_default_test.2023.10_skipping_index"
   }
 
+  test("get encoded skipping index name on table name with special characters") {
+    val testTableSpecial = "spark_catalog.default.test ,:\"*+/\\|?#><"
+    val index =
+      new FlintSparkSkippingIndex(testTableSpecial, Seq(mock[FlintSparkSkippingStrategy]))
+    index.name() shouldBe "flint_spark_catalog_default_test%20%2c%3a%22%2a%2b%2f%5c%7c%3f%23%3e%3c_skipping_index"
+  }
+
   test("get index metadata") {
     val indexCol = mock[FlintSparkSkippingStrategy]
     when(indexCol.kind).thenReturn(SkippingKind.PARTITION)