diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..c37cb4b
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,10 @@
+FROM nlesc/magma
+
+MAINTAINER Lars Ridder <l.ridder@esciencecenter.nl>
+
+RUN conda install -c conda-forge chemspipy
+ADD annotate_docs.py /motif_annotation/annotate_docs.py
+ADD ms2lda_feature_extraction.py /ms2ldaviz/lda/code/ms2lda_feature_extraction.py
+
+WORKDIR /
+ENTRYPOINT ["/motif_annotation/annotate_docs.py"]