diff --git a/math/Makefile b/math/Makefile
index 5d641626803a4..95d7988378e91 100644
--- a/math/Makefile
+++ b/math/Makefile
@@ -807,6 +807,7 @@
     SUBDIR += py-mathics
     SUBDIR += py-mathics-scanner
     SUBDIR += py-matplotlib
+    SUBDIR += py-matplotlib-inline
     SUBDIR += py-matplotlib-scalebar
     SUBDIR += py-matplotlib2
     SUBDIR += py-mip
diff --git a/math/py-matplotlib-inline/Makefile b/math/py-matplotlib-inline/Makefile
new file mode 100644
index 0000000000000..bbf4323ff28c8
--- /dev/null
+++ b/math/py-matplotlib-inline/Makefile
@@ -0,0 +1,20 @@
+PORTNAME=	matplotlib-inline
+DISTVERSION=	0.1.2
+CATEGORIES=	math python
+MASTER_SITES=	CHEESESHOP
+PKGNAMEPREFIX=	${PYTHON_PKGNAMEPREFIX}
+
+MAINTAINER=	dbaio@FreeBSD.org
+COMMENT=	Matplotlib Inline Back-end for IPython and Jupyter
+
+LICENSE=	BSD3CLAUSE
+LICENSE_FILE=	${WRKSRC}/LICENSE
+
+RUN_DEPENDS=	${PYTHON_PKGNAMEPREFIX}traitlets>0:devel/py-traitlets@${PY_FLAVOR}
+
+USES=		python:3.6+
+USE_PYTHON=	autoplist concurrent distutils
+
+NO_ARCH=	yes
+
+.include <bsd.port.mk>
diff --git a/math/py-matplotlib-inline/distinfo b/math/py-matplotlib-inline/distinfo
new file mode 100644
index 0000000000000..e9e4963413c22
--- /dev/null
+++ b/math/py-matplotlib-inline/distinfo
@@ -0,0 +1,3 @@
+TIMESTAMP = 1619904375
+SHA256 (matplotlib-inline-0.1.2.tar.gz) = f41d5ff73c9f5385775d5c0bc13b424535c8402fe70ea8210f93e11f3683993e
+SIZE (matplotlib-inline-0.1.2.tar.gz) = 7480
diff --git a/math/py-matplotlib-inline/pkg-descr b/math/py-matplotlib-inline/pkg-descr
new file mode 100644
index 0000000000000..64d37947fba5f
--- /dev/null
+++ b/math/py-matplotlib-inline/pkg-descr
@@ -0,0 +1,6 @@
+Matplotlib Inline Back-end for IPython and Jupyter.
+
+Matplotlib is a comprehensive library for creating static, animated, and
+interactive visualizations in Python.
+
+WWW: https://pypi.org/project/matplotlib-inline/