diff --git a/mlcube/setup.py b/mlcube/setup.py
index ed29392d..d0a4ded5 100644
--- a/mlcube/setup.py
+++ b/mlcube/setup.py
@@ -53,5 +53,9 @@ def schemas():
     extras_require={},
     cmdclass={
         'clean': Clean,
-    }
+    },
+    long_description="MLCube brings the concept of interchangeable parts to the world of machine learning models. "
+                     "It is the shipping container that enables researchers and developers to easily share the "
+                     "software that powers machine learning.",
+    long_description_content_type="text/markdown",
 )
diff --git a/runners/mlcube_docker/setup.py b/runners/mlcube_docker/setup.py
index d48f6f17..3d6dddf3 100644
--- a/runners/mlcube_docker/setup.py
+++ b/runners/mlcube_docker/setup.py
@@ -51,5 +51,7 @@ def schemas():
     extras_require={},
     cmdclass={
         'clean': Clean,
-    }
+    },
+    long_description="MLCube Docker runner.",
+    long_description_content_type="text/markdown",
 )
diff --git a/runners/mlcube_gcp/setup.py b/runners/mlcube_gcp/setup.py
index 18c1df4e..999b4ba1 100644
--- a/runners/mlcube_gcp/setup.py
+++ b/runners/mlcube_gcp/setup.py
@@ -51,5 +51,7 @@ def schemas():
     extras_require={},
     cmdclass={
         'clean': Clean,
-    }
+    },
+    long_description="MLCube GCP runner.",
+    long_description_content_type="text/markdown",
 )
diff --git a/runners/mlcube_k8s/setup.py b/runners/mlcube_k8s/setup.py
index ffd7d9c9..0bd474e7 100644
--- a/runners/mlcube_k8s/setup.py
+++ b/runners/mlcube_k8s/setup.py
@@ -51,5 +51,7 @@ def schemas():
     extras_require={},
     cmdclass={
         'clean': Clean,
-    }
+    },
+    long_description="MLCube Kubernetes runner.",
+    long_description_content_type="text/markdown",
 )
diff --git a/runners/mlcube_kubeflow/setup.py b/runners/mlcube_kubeflow/setup.py
index 4a9d9005..158e8b83 100644
--- a/runners/mlcube_kubeflow/setup.py
+++ b/runners/mlcube_kubeflow/setup.py
@@ -51,5 +51,7 @@ def schemas():
     extras_require={},
     cmdclass={
         'clean': Clean,
-    }
+    },
+    long_description="MLCube KubeFlow runner.",
+    long_description_content_type="text/markdown",
 )
diff --git a/runners/mlcube_singularity/setup.py b/runners/mlcube_singularity/setup.py
index 7f1bf134..00997c22 100644
--- a/runners/mlcube_singularity/setup.py
+++ b/runners/mlcube_singularity/setup.py
@@ -51,5 +51,7 @@ def schemas():
     extras_require={},
     cmdclass={
         'clean': Clean,
-    }
+    },
+    long_description="MLCube Singularity runner.",
+    long_description_content_type="text/markdown",
 )
diff --git a/runners/mlcube_ssh/setup.py b/runners/mlcube_ssh/setup.py
index 87364a37..e9802742 100644
--- a/runners/mlcube_ssh/setup.py
+++ b/runners/mlcube_ssh/setup.py
@@ -51,5 +51,7 @@ def schemas():
     extras_require={},
     cmdclass={
         'clean': Clean,
-    }
+    },
+    long_description="MLCube SSH runner.",
+    long_description_content_type="text/markdown",
 )