diff --git a/scripts/translations/ai_translation_helper.py b/scripts/translations/ai_translation_helper.py
index 8e5dbe35dc..c9699629a5 100644
--- a/scripts/translations/ai_translation_helper.py
+++ b/scripts/translations/ai_translation_helper.py
@@ -3,7 +3,7 @@
 AI Translation Helper for Stirling PDF Frontend
 Provides utilities for AI-assisted translation workflows including
 batch processing, quality checks, and integration helpers.
-Supports both TOML and JSON formats.
+TOML format only.
 """
 
 import json
diff --git a/scripts/translations/auto_translate.py b/scripts/translations/auto_translate.py
index 8545ef5ede..c52cf0cdf2 100644
--- a/scripts/translations/auto_translate.py
+++ b/scripts/translations/auto_translate.py
@@ -2,7 +2,7 @@
 """
 Automated Translation Pipeline
 Extracts, translates, merges, and beautifies translations for a language.
-Supports both TOML and JSON formats.
+TOML format only.
 """
 
 import json
diff --git a/scripts/translations/translation_merger.py b/scripts/translations/translation_merger.py
index 19956ce23e..f872962153 100644
--- a/scripts/translations/translation_merger.py
+++ b/scripts/translations/translation_merger.py
@@ -3,7 +3,7 @@
 Translation Merger for Stirling PDF Frontend
 Merges missing translations from en-GB into target language files.
 Useful for AI-assisted translation workflows.
-Supports both TOML and JSON formats.
+TOML format only.
 """
 
 import json