diff --git a/barbora.csv b/barbora.csv
index eb1c937c8afe97b30fac1b04d153e7ac67807402..d4fedde4909b4d352a6896ee5c2b80c57e9aa0f9 100644
--- a/barbora.csv
+++ b/barbora.csv
@@ -36,7 +36,9 @@ numactl/2.0.11-GCCcore-6.3.0,16
 numactl/2.0.12-GCCcore-8.3.0,16
 PGI/19.7-GCC-8.3.0-2.32,16
 Py/2.7,16
+Py/3.6,16
 Python/2.7.17-base,16
+Python/3.6.9-base,16
 Singularity/3.4.1,16
 Singularity-wrappers/1.0,16
 SQLite/3.17.0,16
diff --git a/barbora.md b/barbora.md
index ad7e120c54f3c11a2104979d932098da1971083c..a44a09f4b91a52d24d99baa2368c50d64371fff0 100644
--- a/barbora.md
+++ b/barbora.md
@@ -72,7 +72,7 @@
 
 | Module | Description |
 | ------ | ----------- |
-| [Py](https://www.python.org) | Python 2.7 toolchain |
+| [Py](https://www.python.org) | Python 3.6 toolchain |
 
 ## Tools