diff --git a/README.md b/README.md
new file mode 100644
index 0000000..28728b9
--- /dev/null
+++ b/README.md
@@ -0,0 +1,21 @@
+# mbz2nx
+Python library that generates NetworkX graphs from the MusicBrainz database
+
+Right now, the library is pretty limited and only generates graphs of music label relations.
+
+To use the library, do:
+
+```python
+import mbz2nx
+
+# MusicBrainz Database PostgreSQL settings
+pg_config = {
+    "database": ,  # default: "musicbrainz_db"
+    "user": ,  # default: "musicbrainz"
+    "password": ,  # default: "musicbrainz"
+    "host": ,  # default: "localhost"
+    "port": ,  # default: 5432
+}
+
+my_label_graph = mbz2nx.label_graph(pg_config)
+```