diff --git a/executor/admin.go b/executor/admin.go
index 21378b21b1677..7fc5ad37fb31e 100644
--- a/executor/admin.go
+++ b/executor/admin.go
@@ -551,7 +551,7 @@ func (e *CleanupIndexExec) getIdxColTypes() []*types.FieldType {
 	}
 	e.idxColFieldTypes = make([]*types.FieldType, 0, len(e.columns))
 	for _, col := range e.columns {
-		e.idxColFieldTypes = append(e.idxColFieldTypes, &col.FieldType)
+		e.idxColFieldTypes = append(e.idxColFieldTypes, col.FieldType.ArrayType())
 	}
 	return e.idxColFieldTypes
 }
diff --git a/executor/admin_test.go b/executor/admin_test.go
index cd5c0664d031a..c91cd343718db 100644
--- a/executor/admin_test.go
+++ b/executor/admin_test.go
@@ -304,6 +304,51 @@ func TestAdminRecoverIndex(t *testing.T) {
 	tk.MustExec("admin check table admin_test")
 }
 
+func TestAdminCleanupMVIndex(t *testing.T) {
+	store, domain := testkit.CreateMockStoreAndDomain(t)
+
+	tk := testkit.NewTestKit(t, store)
+	tk.MustExec("use test")
+	tk.MustExec("drop table if exists t")
+	tk.MustExec("create table t(pk int primary key, a json, index idx((cast(a as signed array))))")
+	tk.MustExec("insert into t values (0, '[0,1,2]')")
+	tk.MustExec("insert into t values (1, '[1,2,3]')")
+	tk.MustExec("insert into t values (2, '[2,3,4]')")
+	tk.MustExec("insert into t values (3, '[3,4,5]')")
+	tk.MustExec("insert into t values (4, '[4,5,6]')")
+	tk.MustExec("admin check table t")
+
+	// Make some corrupted index. Build the index information.
+	ctx := mock.NewContext()
+	ctx.Store = store
+	is := domain.InfoSchema()
+	dbName := model.NewCIStr("test")
+	tblName := model.NewCIStr("t")
+	tbl, err := is.TableByName(dbName, tblName)
+	require.NoError(t, err)
+	tblInfo := tbl.Meta()
+	idxInfo := tblInfo.Indices[0]
+	tk.Session().GetSessionVars().IndexLookupSize = 3
+	tk.Session().GetSessionVars().MaxChunkSize = 3
+
+	cpIdx := idxInfo.Clone()
+	cpIdx.MVIndex = false
+	indexOpr := tables.NewIndex(tblInfo.ID, tblInfo, cpIdx)
+
+	txn, err := store.Begin()
+	require.NoError(t, err)
+	_, err = indexOpr.Create(ctx, txn, types.MakeDatums(9), kv.IntHandle(9), nil)
+	require.NoError(t, err)
+	err = txn.Commit(context.Background())
+	require.NoError(t, err)
+	err = tk.ExecToErr("admin check table t")
+	require.Error(t, err)
+
+	r := tk.MustQuery("admin cleanup index t idx")
+	r.Check(testkit.Rows("1"))
+	tk.MustExec("admin check table t")
+}
+
 func TestClusteredIndexAdminRecoverIndex(t *testing.T) {
 	store, domain := testkit.CreateMockStoreAndDomain(t)
 
diff --git a/table/tables/index.go b/table/tables/index.go
index 29e3964959aa9..2636a82bffee4 100644
--- a/table/tables/index.go
+++ b/table/tables/index.go
@@ -124,7 +124,8 @@ func (c *index) getIndexedValue(indexedValues []types.Datum) [][]types.Datum {
 			if !c.tblInfo.Columns[c.idxInfo.Columns[i].Offset].FieldType.IsArray() {
 				val = append(val, v)
 			} else {
-				if v.IsNull() {
+				// if the datum type is not JSON, it must come from cleanup index.
+				if v.IsNull() || v.Kind() != types.KindMysqlJSON {
 					val = append(val, v)
 					jsonIsNull = true
 					continue