diff --git a/easybuild/easyconfigs/m/matplotlib/matplotlib-3.3.3-foss-2020b.eb b/easybuild/easyconfigs/m/matplotlib/matplotlib-3.3.3-foss-2020b.eb
new file mode 100644
index 000000000000..ed77f16aee6e
--- /dev/null
+++ b/easybuild/easyconfigs/m/matplotlib/matplotlib-3.3.3-foss-2020b.eb
@@ -0,0 +1,57 @@
+easyblock = 'PythonBundle'
+
+name = 'matplotlib'
+version = '3.3.3'
+
+homepage = 'https://matplotlib.org'
+description = """matplotlib is a python 2D plotting library which produces publication quality figures in a variety of
+ hardcopy formats and interactive environments across platforms. matplotlib can be used in python scripts, the python
+ and ipython shell, web application servers, and six graphical user interface toolkits."""
+
+toolchain = {'name': 'foss', 'version': '2020b'}
+
+builddependencies = [
+    ('pkg-config', '0.29.2'),
+]
+
+dependencies = [
+    ('Python', '3.8.6'),
+    ('SciPy-bundle', '2020.11'),
+    ('libpng', '1.6.37'),
+    ('freetype', '2.10.3'),
+    ('Tkinter', '%(pyver)s'),
+    ('Pillow', '8.0.1'),
+]
+
+use_pip = True
+sanity_pip_check = True
+
+exts_list = [
+    ('Cycler', '0.10.0', {
+        'modulename': 'cycler',
+        'source_tmpl': 'cycler-%(version)s.tar.gz',
+        'source_urls': ['https://pypi.python.org/packages/source/C/Cycler'],
+        'checksums': ['cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8'],
+    }),
+    ('kiwisolver', '1.3.0', {
+        'source_urls': ['https://pypi.python.org/packages/source/k/kiwisolver'],
+        'checksums': ['14f81644e1f3bf01fbc8b9c990a7889e9bb4400c4d0ff9155aa0bdd19cce24a9'],
+    }),
+    (name, version, {
+        'prebuildopts': "export CPLUS_INCLUDE_PATH=$EBROOTFREETYPE/include/freetype2:${CPLUS_INCLUDE_PATH} && ",
+        'preinstallopts': "export CPLUS_INCLUDE_PATH=$EBROOTFREETYPE/include/freetype2:${CPLUS_INCLUDE_PATH} && ",
+        'source_urls': ['https://pypi.python.org/packages/source/m/matplotlib'],
+        'checksums': ['b1b60c6476c4cfe9e5cf8ab0d3127476fd3d5f05de0f343a452badaad0e4bdec'],
+    }),
+]
+
+sanity_check_commands = [
+    """python -c 'import matplotlib; matplotlib.use("Agg"); import matplotlib.pyplot' """,
+    "python -c 'from mpl_toolkits.mplot3d import Axes3D'",
+]
+
+# use non-interactive plotting backend as default
+# see https://matplotlib.org/tutorials/introductory/usage.html#what-is-a-backend
+modextravars = {'MPLBACKEND': 'Agg'}
+
+moduleclass = 'vis'
diff --git a/easybuild/easyconfigs/m/matplotlib/matplotlib-3.3.3-fosscuda-2020b.eb b/easybuild/easyconfigs/m/matplotlib/matplotlib-3.3.3-fosscuda-2020b.eb
new file mode 100644
index 000000000000..8fb868afaca8
--- /dev/null
+++ b/easybuild/easyconfigs/m/matplotlib/matplotlib-3.3.3-fosscuda-2020b.eb
@@ -0,0 +1,57 @@
+easyblock = 'PythonBundle'
+
+name = 'matplotlib'
+version = '3.3.3'
+
+homepage = 'https://matplotlib.org'
+description = """matplotlib is a python 2D plotting library which produces publication quality figures in a variety of
+ hardcopy formats and interactive environments across platforms. matplotlib can be used in python scripts, the python
+ and ipython shell, web application servers, and six graphical user interface toolkits."""
+
+toolchain = {'name': 'fosscuda', 'version': '2020b'}
+
+builddependencies = [
+    ('pkg-config', '0.29.2'),
+]
+
+dependencies = [
+    ('Python', '3.8.6'),
+    ('SciPy-bundle', '2020.11'),
+    ('libpng', '1.6.37'),
+    ('freetype', '2.10.3'),
+    ('Tkinter', '%(pyver)s'),
+    ('Pillow', '8.0.1'),
+]
+
+use_pip = True
+sanity_pip_check = True
+
+exts_list = [
+    ('Cycler', '0.10.0', {
+        'modulename': 'cycler',
+        'source_tmpl': 'cycler-%(version)s.tar.gz',
+        'source_urls': ['https://pypi.python.org/packages/source/C/Cycler'],
+        'checksums': ['cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8'],
+    }),
+    ('kiwisolver', '1.3.0', {
+        'source_urls': ['https://pypi.python.org/packages/source/k/kiwisolver'],
+        'checksums': ['14f81644e1f3bf01fbc8b9c990a7889e9bb4400c4d0ff9155aa0bdd19cce24a9'],
+    }),
+    (name, version, {
+        'prebuildopts': "export CPLUS_INCLUDE_PATH=$EBROOTFREETYPE/include/freetype2:${CPLUS_INCLUDE_PATH} && ",
+        'preinstallopts': "export CPLUS_INCLUDE_PATH=$EBROOTFREETYPE/include/freetype2:${CPLUS_INCLUDE_PATH} && ",
+        'source_urls': ['https://pypi.python.org/packages/source/m/matplotlib'],
+        'checksums': ['b1b60c6476c4cfe9e5cf8ab0d3127476fd3d5f05de0f343a452badaad0e4bdec'],
+    }),
+]
+
+sanity_check_commands = [
+    """python -c 'import matplotlib; matplotlib.use("Agg"); import matplotlib.pyplot' """,
+    "python -c 'from mpl_toolkits.mplot3d import Axes3D'",
+]
+
+# use non-interactive plotting backend as default
+# see https://matplotlib.org/tutorials/introductory/usage.html#what-is-a-backend
+modextravars = {'MPLBACKEND': 'Agg'}
+
+moduleclass = 'vis'
diff --git a/easybuild/easyconfigs/m/matplotlib/matplotlib-3.3.3-intel-2020b.eb b/easybuild/easyconfigs/m/matplotlib/matplotlib-3.3.3-intel-2020b.eb
new file mode 100644
index 000000000000..d05fd348d94c
--- /dev/null
+++ b/easybuild/easyconfigs/m/matplotlib/matplotlib-3.3.3-intel-2020b.eb
@@ -0,0 +1,57 @@
+easyblock = 'PythonBundle'
+
+name = 'matplotlib'
+version = '3.3.3'
+
+homepage = 'https://matplotlib.org'
+description = """matplotlib is a python 2D plotting library which produces publication quality figures in a variety of
+ hardcopy formats and interactive environments across platforms. matplotlib can be used in python scripts, the python
+ and ipython shell, web application servers, and six graphical user interface toolkits."""
+
+toolchain = {'name': 'intel', 'version': '2020b'}
+
+builddependencies = [
+    ('pkg-config', '0.29.2'),
+]
+
+dependencies = [
+    ('Python', '3.8.6'),
+    ('SciPy-bundle', '2020.11'),
+    ('libpng', '1.6.37'),
+    ('freetype', '2.10.3'),
+    ('Tkinter', '%(pyver)s'),
+    ('Pillow', '8.0.1'),
+]
+
+use_pip = True
+sanity_pip_check = True
+
+exts_list = [
+    ('Cycler', '0.10.0', {
+        'modulename': 'cycler',
+        'source_tmpl': 'cycler-%(version)s.tar.gz',
+        'source_urls': ['https://pypi.python.org/packages/source/C/Cycler'],
+        'checksums': ['cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8'],
+    }),
+    ('kiwisolver', '1.3.0', {
+        'source_urls': ['https://pypi.python.org/packages/source/k/kiwisolver'],
+        'checksums': ['14f81644e1f3bf01fbc8b9c990a7889e9bb4400c4d0ff9155aa0bdd19cce24a9'],
+    }),
+    (name, version, {
+        'prebuildopts': "export CPLUS_INCLUDE_PATH=$EBROOTFREETYPE/include/freetype2:${CPLUS_INCLUDE_PATH} && ",
+        'preinstallopts': "export CPLUS_INCLUDE_PATH=$EBROOTFREETYPE/include/freetype2:${CPLUS_INCLUDE_PATH} && ",
+        'source_urls': ['https://pypi.python.org/packages/source/m/matplotlib'],
+        'checksums': ['b1b60c6476c4cfe9e5cf8ab0d3127476fd3d5f05de0f343a452badaad0e4bdec'],
+    }),
+]
+
+sanity_check_commands = [
+    """python -c 'import matplotlib; matplotlib.use("Agg"); import matplotlib.pyplot' """,
+    "python -c 'from mpl_toolkits.mplot3d import Axes3D'",
+]
+
+# use non-interactive plotting backend as default
+# see https://matplotlib.org/tutorials/introductory/usage.html#what-is-a-backend
+modextravars = {'MPLBACKEND': 'Agg'}
+
+moduleclass = 'vis'
diff --git a/easybuild/easyconfigs/m/matplotlib/matplotlib-3.3.3-intelcuda-2020b.eb b/easybuild/easyconfigs/m/matplotlib/matplotlib-3.3.3-intelcuda-2020b.eb
new file mode 100644
index 000000000000..f20755abf93d
--- /dev/null
+++ b/easybuild/easyconfigs/m/matplotlib/matplotlib-3.3.3-intelcuda-2020b.eb
@@ -0,0 +1,57 @@
+easyblock = 'PythonBundle'
+
+name = 'matplotlib'
+version = '3.3.3'
+
+homepage = 'https://matplotlib.org'
+description = """matplotlib is a python 2D plotting library which produces publication quality figures in a variety of
+ hardcopy formats and interactive environments across platforms. matplotlib can be used in python scripts, the python
+ and ipython shell, web application servers, and six graphical user interface toolkits."""
+
+toolchain = {'name': 'intelcuda', 'version': '2020b'}
+
+builddependencies = [
+    ('pkg-config', '0.29.2'),
+]
+
+dependencies = [
+    ('Python', '3.8.6'),
+    ('SciPy-bundle', '2020.11'),
+    ('libpng', '1.6.37'),
+    ('freetype', '2.10.3'),
+    ('Tkinter', '%(pyver)s'),
+    ('Pillow', '8.0.1'),
+]
+
+use_pip = True
+sanity_pip_check = True
+
+exts_list = [
+    ('Cycler', '0.10.0', {
+        'modulename': 'cycler',
+        'source_tmpl': 'cycler-%(version)s.tar.gz',
+        'source_urls': ['https://pypi.python.org/packages/source/C/Cycler'],
+        'checksums': ['cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8'],
+    }),
+    ('kiwisolver', '1.3.0', {
+        'source_urls': ['https://pypi.python.org/packages/source/k/kiwisolver'],
+        'checksums': ['14f81644e1f3bf01fbc8b9c990a7889e9bb4400c4d0ff9155aa0bdd19cce24a9'],
+    }),
+    (name, version, {
+        'prebuildopts': "export CPLUS_INCLUDE_PATH=$EBROOTFREETYPE/include/freetype2:${CPLUS_INCLUDE_PATH} && ",
+        'preinstallopts': "export CPLUS_INCLUDE_PATH=$EBROOTFREETYPE/include/freetype2:${CPLUS_INCLUDE_PATH} && ",
+        'source_urls': ['https://pypi.python.org/packages/source/m/matplotlib'],
+        'checksums': ['b1b60c6476c4cfe9e5cf8ab0d3127476fd3d5f05de0f343a452badaad0e4bdec'],
+    }),
+]
+
+sanity_check_commands = [
+    """python -c 'import matplotlib; matplotlib.use("Agg"); import matplotlib.pyplot' """,
+    "python -c 'from mpl_toolkits.mplot3d import Axes3D'",
+]
+
+# use non-interactive plotting backend as default
+# see https://matplotlib.org/tutorials/introductory/usage.html#what-is-a-backend
+modextravars = {'MPLBACKEND': 'Agg'}
+
+moduleclass = 'vis'