diff --git a/src/qmlls/qtextdocument.cpp b/src/qmlls/qtextdocument.cpp
index 826deddbb5..54e200274e 100644
--- a/src/qmlls/qtextdocument.cpp
+++ b/src/qmlls/qtextdocument.cpp
@@ -68,22 +68,30 @@ void TextDocument::setPlainText(const QString &text)
     m_content = text;
     m_blocks.clear();
 
-    int blockStart = 0;
-    int blockNumber = 0;
-    while (blockStart < text.size()) {
+    const auto appendToBlocks = [this](int blockNumber, int start, int length) {
         Block block;
-        block.textBlock.setBlockNumber(blockNumber++);
-        block.textBlock.setPosition(blockStart);
+        block.textBlock.setBlockNumber(blockNumber);
+        block.textBlock.setPosition(start);
         block.textBlock.setDocument(this);
+        block.textBlock.setLength(length);
+        m_blocks.append(block);
+    };
 
+    int blockStart = 0;
+    int blockNumber = -1;
+    while (blockStart < text.size()) {
         int blockEnd = text.indexOf(u'\n', blockStart) + 1;
         if (blockEnd == 0)
             blockEnd = text.size();
-
-        block.textBlock.setLength(blockEnd - blockStart);
-        m_blocks.append(block);
+        appendToBlocks(++blockNumber, blockStart, blockEnd - blockStart);
         blockStart = blockEnd;
     }
+    // Add an empty block if the text ends with \n. This is required for retrieving
+    // the actual line of the text editor if requested, for example, in findBlockByNumber.
+    // Consider a case with text aa\nbb\n\n. You are on 4th line of the text editor and even
+    // if it is an empty line, we introduce a text block for it to maybe use later.
+    if (text.endsWith(u'\n'))
+        appendToBlocks(++blockNumber, blockStart, 0);
 }
 
 bool TextDocument::isModified() const
diff --git a/tests/auto/qml/qmlformat/tst_qmlformat.cpp b/tests/auto/qml/qmlformat/tst_qmlformat.cpp
index cb3206069c..48efab4b3a 100644
--- a/tests/auto/qml/qmlformat/tst_qmlformat.cpp
+++ b/tests/auto/qml/qmlformat/tst_qmlformat.cpp
@@ -87,6 +87,7 @@ void TestQmlformat::initTestCase()
     m_excludedDirs << "doc/src/snippets/qtquick1/qtbinding";
     m_excludedDirs << "doc/src/snippets/qtquick1/imports";
     m_excludedDirs << "tests/manual/v4";
+    m_excludedDirs << "tests/manual/qmllsformatter";
     m_excludedDirs << "tests/auto/qml/ecmascripttests";
     m_excludedDirs << "tests/auto/qml/qmllint";
 
diff --git a/tests/manual/qmllsformatter/test.qml b/tests/manual/qmllsformatter/test.qml
new file mode 100644
index 0000000000..1b466ee3fd
--- /dev/null
+++ b/tests/manual/qmllsformatter/test.qml
@@ -0,0 +1,45 @@
+// Copyright (C) 2023 The Qt Company Ltd.
+// SPDX-License-Identifier: LicenseRef-Qt-Commercial OR BSD-3-Clause
+
+// Start Test
+// Open that test.qml file in a text editor that has a client for qmlls
+
+////////////////////////////////////////////////////////////
+// Test Case - 1
+// Type the following line manually
+
+import QtQml
+
+Window {
+
+
+}
+
+// Then, execute "Format Document" in the text editor
+
+// Expected Result
+import QtQml
+
+Window {
+}
+
+////////////////////////////////////////////////////////////
+// Test Case - 2
+// Type the following line manually
+
+import QtQml
+
+Window {
+    aa a: {
+    }
+}
+
+// Then, execute "Format Document" in the text editor
+
+// Expected Result
+import QtQml
+
+Window {
+    aa: {
+    }
+}