diff --git a/README.rst b/README.rst
index bd03111df..0c37d3319 100644
--- a/README.rst
+++ b/README.rst
@@ -68,8 +68,9 @@ Projects that use xonsh or compatible
 
 Jupyter-based interactive notebooks via `xontrib-jupyter <https://github.com/xonsh/xontrib-jupyter>`_:
 
-- `jupyter and jupyterlab <https://jupyter.org/>`_: Interactive notebook platform.
+- `Jupyter and JupyterLab <https://jupyter.org/>`_: Interactive notebook platform.
 - `euporie <https://github.com/joouha/euporie>`_: Terminal based interactive computing environment.
+- `Jupytext <https://jupytext.readthedocs.io/>`_: Clear and meaningful diffs when doing Jupyter notebooks version control.
 
 The xonsh shell community
 *************************
diff --git a/news/jupytext.rst b/news/jupytext.rst
new file mode 100644
index 000000000..4dd8bc1d6
--- /dev/null
+++ b/news/jupytext.rst
@@ -0,0 +1,23 @@
+**Added:**
+
+* Added xonsh support into Jupytext project! Jupytext is to store Jupyter notebooks as a plain text documents.
+
+**Changed:**
+
+* <news item>
+
+**Deprecated:**
+
+* <news item>
+
+**Removed:**
+
+* <news item>
+
+**Fixed:**
+
+* <news item>
+
+**Security:**
+
+* <news item>