diff --git a/kyuubi-server/src/main/antlr4/org/apache/kyuubi/sql/KyuubiTrinoFeBaseLexer.g4 b/kyuubi-server/src/main/antlr4/org/apache/kyuubi/sql/KyuubiTrinoFeBaseLexer.g4
index 0b9543a430c..0cc02de6435 100644
--- a/kyuubi-server/src/main/antlr4/org/apache/kyuubi/sql/KyuubiTrinoFeBaseLexer.g4
+++ b/kyuubi-server/src/main/antlr4/org/apache/kyuubi/sql/KyuubiTrinoFeBaseLexer.g4
@@ -97,6 +97,12 @@ SCOPE_TABLE: 'SCOPE_TABLE';
 SOURCE_DATA_TYPE: 'SOURCE_DATA_TYPE';
 IS_AUTOINCREMENT: 'IS_AUTOINCREMENT';
 IS_GENERATEDCOLUMN: 'IS_GENERATEDCOLUMN';
+VARCHAR: 'VARCHAR';
+SMALLINT: 'SMALLINT';
+CAST: 'CAST';
+AS: 'AS';
+KEY_SEQ: 'KEY_SEQ';
+PK_NAME: 'PK_NAME';
 
 fragment SEARCH_STRING_ESCAPE: '\'' '\\' '\'';
 
diff --git a/kyuubi-server/src/main/antlr4/org/apache/kyuubi/sql/KyuubiTrinoFeBaseParser.g4 b/kyuubi-server/src/main/antlr4/org/apache/kyuubi/sql/KyuubiTrinoFeBaseParser.g4
index 590c4378d52..6af00af5de5 100644
--- a/kyuubi-server/src/main/antlr4/org/apache/kyuubi/sql/KyuubiTrinoFeBaseParser.g4
+++ b/kyuubi-server/src/main/antlr4/org/apache/kyuubi/sql/KyuubiTrinoFeBaseParser.g4
@@ -47,6 +47,13 @@ statement
       SOURCE_DATA_TYPE COMMA IS_AUTOINCREMENT COMMA IS_GENERATEDCOLUMN FROM SYSTEM_JDBC_COLUMNS
       (WHERE tableCatalogFilter? AND? tableSchemaFilter? AND? tableNameFilter? AND? colNameFilter?)?
       ORDER BY TABLE_CAT COMMA TABLE_SCHEM COMMA TABLE_NAME COMMA ORDINAL_POSITION                      #getColumns
+    | SELECT CAST LEFT_PAREN NULL AS VARCHAR RIGHT_PAREN TABLE_CAT COMMA
+      CAST LEFT_PAREN NULL AS VARCHAR RIGHT_PAREN TABLE_SCHEM COMMA
+      CAST LEFT_PAREN NULL AS VARCHAR RIGHT_PAREN TABLE_NAME COMMA
+      CAST LEFT_PAREN NULL AS VARCHAR RIGHT_PAREN COLUMN_NAME COMMA
+      CAST LEFT_PAREN NULL AS SMALLINT RIGHT_PAREN KEY_SEQ COMMA
+      CAST LEFT_PAREN NULL AS VARCHAR RIGHT_PAREN PK_NAME
+      WHERE FALSE                                                                                       #getPrimaryKeys
     | .*?                                                                                               #passThrough
     ;
 
diff --git a/kyuubi-server/src/main/scala/org/apache/kyuubi/server/trino/api/KyuubiTrinoOperationTranslator.scala b/kyuubi-server/src/main/scala/org/apache/kyuubi/server/trino/api/KyuubiTrinoOperationTranslator.scala
index 6ec9fc1c80e..84686f6b035 100644
--- a/kyuubi-server/src/main/scala/org/apache/kyuubi/server/trino/api/KyuubiTrinoOperationTranslator.scala
+++ b/kyuubi-server/src/main/scala/org/apache/kyuubi/server/trino/api/KyuubiTrinoOperationTranslator.scala
@@ -25,7 +25,7 @@ import org.apache.kyuubi.operation.OperationHandle
 import org.apache.kyuubi.service.BackendService
 import org.apache.kyuubi.sql.parser.trino.KyuubiTrinoFeParser
 import org.apache.kyuubi.sql.plan.PassThroughNode
-import org.apache.kyuubi.sql.plan.trino.{GetCatalogs, GetColumns, GetSchemas, GetTables, GetTableTypes, GetTypeInfo}
+import org.apache.kyuubi.sql.plan.trino.{GetCatalogs, GetColumns, GetPrimaryKeys, GetSchemas, GetTables, GetTableTypes, GetTypeInfo}
 
 class KyuubiTrinoOperationTranslator(backendService: BackendService) {
   lazy val parser = new KyuubiTrinoFeParser()
@@ -68,6 +68,11 @@ class KyuubiTrinoOperationTranslator(backendService: BackendService) {
           schemaPattern,
           tableNamePattern,
           colNamePattern)
+      case GetPrimaryKeys() =>
+        val operationHandle = backendService.getPrimaryKeys(sessionHandle, null, null, null)
+        // The trino implementation always returns empty.
+        operationHandle.setHasResultSet(false)
+        operationHandle
       case PassThroughNode() =>
         backendService.executeStatement(sessionHandle, statement, configs, runAsync, queryTimeout)
     }
diff --git a/kyuubi-server/src/main/scala/org/apache/kyuubi/sql/parser/trino/KyuubiTrinoFeAstBuilder.scala b/kyuubi-server/src/main/scala/org/apache/kyuubi/sql/parser/trino/KyuubiTrinoFeAstBuilder.scala
index c5ae9719947..061985c1caf 100644
--- a/kyuubi-server/src/main/scala/org/apache/kyuubi/sql/parser/trino/KyuubiTrinoFeAstBuilder.scala
+++ b/kyuubi-server/src/main/scala/org/apache/kyuubi/sql/parser/trino/KyuubiTrinoFeAstBuilder.scala
@@ -25,7 +25,7 @@ import org.apache.kyuubi.sql.KyuubiTrinoFeBaseParser._
 import org.apache.kyuubi.sql.KyuubiTrinoFeBaseParserBaseVisitor
 import org.apache.kyuubi.sql.parser.KyuubiParser.unescapeSQLString
 import org.apache.kyuubi.sql.plan.{KyuubiTreeNode, PassThroughNode}
-import org.apache.kyuubi.sql.plan.trino.{GetCatalogs, GetColumns, GetSchemas, GetTables, GetTableTypes, GetTypeInfo}
+import org.apache.kyuubi.sql.plan.trino.{GetCatalogs, GetColumns, GetPrimaryKeys, GetSchemas, GetTables, GetTableTypes, GetTypeInfo}
 
 class KyuubiTrinoFeAstBuilder extends KyuubiTrinoFeBaseParserBaseVisitor[AnyRef] {
 
@@ -92,6 +92,10 @@ class KyuubiTrinoFeAstBuilder extends KyuubiTrinoFeBaseParserBaseVisitor[AnyRef]
     GetColumns(catalog, schemaPattern, tableNamePattern, colNamePattern)
   }
 
+  override def visitGetPrimaryKeys(ctx: GetPrimaryKeysContext): KyuubiTreeNode = {
+    GetPrimaryKeys()
+  }
+
   override def visitNullCatalog(ctx: NullCatalogContext): AnyRef = {
     null
   }
diff --git a/kyuubi-server/src/main/scala/org/apache/kyuubi/sql/plan/trino/TrinoFeOperations.scala b/kyuubi-server/src/main/scala/org/apache/kyuubi/sql/plan/trino/TrinoFeOperations.scala
index 85e6f168bcb..6136995ab10 100644
--- a/kyuubi-server/src/main/scala/org/apache/kyuubi/sql/plan/trino/TrinoFeOperations.scala
+++ b/kyuubi-server/src/main/scala/org/apache/kyuubi/sql/plan/trino/TrinoFeOperations.scala
@@ -55,3 +55,7 @@ case class GetColumns(
     colNamePattern: String) extends KyuubiTreeNode {
   override def name(): String = "Get Columns"
 }
+
+case class GetPrimaryKeys() extends KyuubiTreeNode {
+  override def name(): String = "Get Primary Keys"
+}
diff --git a/kyuubi-server/src/test/scala/org/apache/kyuubi/parser/trino/KyuubiTrinoFeParserSuite.scala b/kyuubi-server/src/test/scala/org/apache/kyuubi/parser/trino/KyuubiTrinoFeParserSuite.scala
index 3f5cf70b559..bbced0b61ad 100644
--- a/kyuubi-server/src/test/scala/org/apache/kyuubi/parser/trino/KyuubiTrinoFeParserSuite.scala
+++ b/kyuubi-server/src/test/scala/org/apache/kyuubi/parser/trino/KyuubiTrinoFeParserSuite.scala
@@ -20,7 +20,7 @@ package org.apache.kyuubi.parser.trino
 import org.apache.kyuubi.KyuubiFunSuite
 import org.apache.kyuubi.sql.parser.trino.KyuubiTrinoFeParser
 import org.apache.kyuubi.sql.plan.{KyuubiTreeNode, PassThroughNode}
-import org.apache.kyuubi.sql.plan.trino.{GetCatalogs, GetColumns, GetSchemas, GetTables, GetTableTypes, GetTypeInfo}
+import org.apache.kyuubi.sql.plan.trino.{GetCatalogs, GetColumns, GetPrimaryKeys, GetSchemas, GetTables, GetTableTypes, GetTypeInfo}
 
 class KyuubiTrinoFeParserSuite extends KyuubiFunSuite {
   val parser = new KyuubiTrinoFeParser()
@@ -354,4 +354,19 @@ class KyuubiTrinoFeParserSuite extends KyuubiFunSuite {
       tableName = "%aa",
       colName = "%bb")
   }
+
+  test("Support GetPrimaryKeys for Trino Fe") {
+    val kyuubiTreeNode = parse(
+      """
+        | SELECT CAST(NULL AS varchar) TABLE_CAT,
+        | CAST(NULL AS varchar) TABLE_SCHEM,
+        | CAST(NULL AS varchar) TABLE_NAME,
+        | CAST(NULL AS varchar) COLUMN_NAME,
+        | CAST(NULL AS smallint) KEY_SEQ,
+        | CAST(NULL AS varchar) PK_NAME
+        | WHERE false
+        |""".stripMargin)
+
+    assert(kyuubiTreeNode.isInstanceOf[GetPrimaryKeys])
+  }
 }