diff --git a/.versionrc.json b/.versionrc.json
new file mode 100644
index 0000000..9eb7ced
--- /dev/null
+++ b/.versionrc.json
@@ -0,0 +1,15 @@
+{
+  "host": "github.com",
+  "owner": "deschler",
+  "repository": "django-modeltranslation",
+  "bumpFiles": [
+    {
+      "filename": "PKG-INFO",
+      "updater": "pkg-info-updater.js"
+    },
+    {
+      "filename": "modeltranslation/__init__.py",
+      "updater": "modeltranslation-version-updater.js"
+    }
+  ]
+}
diff --git a/CHANGELOG.md b/CHANGELOG.md
index e4571fe..1757eb7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,7 +2,7 @@
 
 All notable changes to this project will be documented in this file. See [standard-version](https://github.com/conventional-changelog/standard-version) for commit guidelines.
 
-## 0.14-0 (2019-11-14)
+## 0.14.0 (2019-11-14)
 
 
 ### Bug Fixes
diff --git a/modeltranslation-version-updater.js b/modeltranslation-version-updater.js
new file mode 100644
index 0000000..3c5bc6c
--- /dev/null
+++ b/modeltranslation-version-updater.js
@@ -0,0 +1,15 @@
+const VERSION_REGEX = /^VERSION = \((?<major>\d+), (?<minor>\d+), (?<patch>\d+), '(?<tag>\w+)', (?<tagVer>\d+)\)$/m;
+const NEW_VERSION_REGEX = /(?<major>\d+).(?<minor>\d+).(?<patch>\d+)(-(?<tag>\w+).(?<tagVer>\d+))?/;
+
+module.exports.readVersion = function (contents) {
+  let v = contents.match(VERSION_REGEX).groups;
+  let version = `${v.major}.${v.minor}.${v.patch}`;
+  if (v.tag == "final")
+    return version;
+  return version + `-${v.tag}.${v.tagVer}`;
+}
+
+module.exports.writeVersion = function (contents, version) {
+  let v = version.match(NEW_VERSION_REGEX).groups;
+  return contents.replace(VERSION_REGEX, `VERSION = (${v.major}, ${v.minor}, ${v.patch}, '${v.tag || 'final'}', ${v.tagVer || 0})`);
+}
diff --git a/pkg-info-updater.js b/pkg-info-updater.js
new file mode 100644
index 0000000..a13508a
--- /dev/null
+++ b/pkg-info-updater.js
@@ -0,0 +1,9 @@
+const VERSION_REGEX = /^Version: (.*)$/m;
+
+module.exports.readVersion = function (contents) {
+  return contents.match(VERSION_REGEX)[1];
+}
+
+module.exports.writeVersion = function (contents, version) {
+  return contents.replace(VERSION_REGEX, `Version: ${version}`);
+}