diff --git a/conda/beat-devel/meta.yaml b/conda/beat-devel/meta.yaml
index 3e8d0e461a34f39e8c10b2da1b8dda742b9c25a9..6a988d2aebc6dbf9402c90b438b91255bb8f50a4 100644
--- a/conda/beat-devel/meta.yaml
+++ b/conda/beat-devel/meta.yaml
@@ -1,6 +1,6 @@
 package:
   name: beat-devel
-  version: 2018.04.19
+  version: 2018.04.20
 
 build:
   number: 0
@@ -16,6 +16,9 @@ requirements:
     - requests 2.18.4
     - simplejson 3.13.2
     - pyzmq 17.0.0
+    - python-graphviz 0.8.2
+    - jsonschema 2.6.0
+    - docker-py 3.2.1
   run:
     - python
   run_constrained:
diff --git a/conda/docker-py/meta.yaml b/conda/docker-py/meta.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..76e6536f38b88b2d3e10da7648507271cf08032f
--- /dev/null
+++ b/conda/docker-py/meta.yaml
@@ -0,0 +1,55 @@
+{% set version = "3.2.1" %}
+
+package:
+  name: docker-py
+  version: {{ version }}
+
+source:
+  url: https://github.com/docker/docker-py/archive/{{ version }}.tar.gz
+  sha256: 0cbff988d1520d71e75951a2b58b1b5dabdd7a72c0607fd7c3d2c5d6d0663beb
+
+build:
+  number: 0
+  script: python setup.py install --single-version-externally-managed --record=record.txt
+
+requirements:
+  build:
+    - python
+    - setuptools
+  run:
+    - python
+    - requests >=2.14.2
+    - six >=1.10.0
+    - ssl_match_hostname >=3.5  # [py<35]
+    - ipaddress >=1.0.18  # [py<33]
+    - appdirs >=1.4.3
+    - asn1crypto >=0.22.0
+    - cffi >=1.10.0
+    - cryptography >=1.9
+    - docker-pycreds >=0.2.1
+    - enum34 >=1.1.6  # [py<34]
+    - idna >=2.5
+    - packaging >=16.8
+    - pycparser >=2.17
+    - pyopenssl >=17.0.0
+    - pyparsing >=2.2.0
+    - websocket-client >=0.40.0
+
+test:
+  imports:
+    - docker
+    - docker.api
+    - docker.auth
+    - docker.tls
+    - docker.utils
+    - docker.utils.ports
+    - docker.transport.unixconn
+
+about:
+  home: https://github.com/docker/docker-py/
+  license: Apache 2.0
+  summary: 'Python client for Docker'
+
+extra:
+  recipe-maintainers:
+    - anjos
diff --git a/scripts/build.sh b/scripts/build.sh
index 1708d288add4efa580e2980c7526255b57613709..fd66650a432d5bcafa486d44b6f6a5289ebe0cd0 100755
--- a/scripts/build.sh
+++ b/scripts/build.sh
@@ -36,6 +36,7 @@ PACKAGES+=('conda/schema')
 PACKAGES+=('conda/madmom')
 PACKAGES+=('conda/docker-pycreds')
 PACKAGES+=('conda/websocket-client')
+PACKAGES+=('conda/docker-py')
 PACKAGES+=('conda/bob-devel')
 PACKAGES+=('conda/beat-devel')