diff --git a/bin/awslocal b/awslocal.py
similarity index 100%
rename from bin/awslocal
rename to awslocal.py
diff --git a/bin/awslocal.bat b/bin/awslocal.bat
deleted file mode 100644
index f0d6cd8..0000000
--- a/bin/awslocal.bat
+++ /dev/null
@@ -1,3 +0,0 @@
-@echo off
-
-python "%~dp0\awslocal" %*
diff --git a/setup.py b/setup.py
index 52f390d..91a20ac 100755
--- a/setup.py
+++ b/setup.py
@@ -24,7 +24,10 @@
         author_email='info@localstack.cloud',
         url='https://github.com/localstack/awscli-local',
         packages=[],
-        scripts=['bin/awslocal', 'bin/awslocal.bat'],
+        py_modules=['awslocal'],
+        entry_points={
+            'console_scripts': ['awslocal=awslocal:main'],
+        },
         package_data={},
         data_files={},
         install_requires=['localstack-client'],