diff --git a/ms2rescore/__init__.py b/ms2rescore/__init__.py
index 606a1c8..c99ef9b 100644
--- a/ms2rescore/__init__.py
+++ b/ms2rescore/__init__.py
@@ -1,6 +1,6 @@
 """MS²Rescore: Sensitive PSM rescoring with predicted MS² peak intensities and RTs."""
 
-__version__ = "3.1.0-dev9"
+__version__ = "3.1.0"
 
 from warnings import filterwarnings
 
diff --git a/pyproject.toml b/pyproject.toml
index 694fa06..7c23553 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,8 +41,8 @@ dependencies = [
     "jinja2>=3",
     "lxml>=4.5",
     "mokapot>=0.9",
-    "ms2pip>=4.0.0-dev10",
-    "ms2rescore_rs",
+    "ms2pip>=4.0.0",
+    "ms2rescore_rs>=0.3.0",
     "numpy>=1.16.0",
     "pandas>=1.0",
     "plotly>=5",