diff --git a/ImageMagick-7.1.0-37-GCCcore-11.3.0.eb b/ImageMagick-7.1.0-37-GCCcore-11.3.0.eb
new file mode 100644
index 0000000000..99adfd2a8e
--- /dev/null
+++ b/ImageMagick-7.1.0-37-GCCcore-11.3.0.eb
@@ -0,0 +1,42 @@
+easyblock = 'ConfigureMake'
+
+name = 'ImageMagick'
+version = '7.1.0-37'
+
+homepage = 'https://www.imagemagick.org/'
+description = """ImageMagick is a software suite to create, edit, compose, or convert bitmap images"""
+
+toolchain = {'name': 'GCCcore', 'version': '11.3.0'}
+
+source_urls = ['https://github.com/ImageMagick/ImageMagick/archive/']
+sources = ['%(version)s.tar.gz']
+checksums = ['a54888a1a46dbb808705a3e6c6b5ecb93ee30189a8ae6ea0f02300a0ab0d0996']
+
+dependencies = [
+    ('bzip2', '1.0.8'),
+    ('X11', '20220504'),
+    ('Ghostscript', '9.56.1'),
+    ('JasPer', '2.0.33'),
+    ('libjpeg-turbo', '2.1.3'),
+    ('LibTIFF', '4.3.0'),
+    ('LittleCMS', '2.13.1'),
+    ('Pango', '1.50.7'),
+]
+
+builddependencies = [
+    ('binutils', '2.38'),
+    ('pkgconf', '1.8.0'),
+    ('Pango', '1.50.7'),
+]
+
+configopts = "--with-gslib --with-x"
+
+sanity_check_paths = {
+    'files': [],
+    'dirs': ['bin', 'etc/%(name)s-%(version_major)s',
+             'include/%(name)s-%(version_major)s', 'lib', 'share'],
+}
+
+modextravars = {'MAGICK_HOME': '%(installdir)s'}
+
+moduleclass = 'vis'
diff --git a/eessi-2023.06-eb-4.8.1-2022a.yml b/eessi-2023.06-eb-4.8.1-2022a.yml
index 2da265489c..97e524b399 100644
--- a/eessi-2023.06-eb-4.8.1-2022a.yml
+++ b/eessi-2023.06-eb-4.8.1-2022a.yml
@@ -50,3 +50,4 @@ easyconfigs:
   - PCRE2-10.40-GCCcore-11.3.0.eb
   - Tk-8.6.12-GCCcore-11.3.0.eb
   - GROMACS-2023.1-foss-2022a.eb
+  - ImageMagick-7.1.0-37-GCCcore-11.3.0.eb