diff --git a/ci/run_ci.py b/ci/run_ci.py
index df2c0d37b8..05c9fc1ead 100644
--- a/ci/run_ci.py
+++ b/ci/run_ci.py
@@ -86,8 +86,6 @@ def _run_cpp():
 
 
 def _run_rust():
-    _exec_cmd("rustup component add clippy-preview")
-    _exec_cmd("rustup component add rustfmt")
     logging.info("Executing fury rust tests")
     _cd_project_subdir("rust")
 
diff --git a/rust/rust-toolchain.toml b/rust/rust-toolchain.toml
new file mode 100644
index 0000000000..870d7eb7af
--- /dev/null
+++ b/rust/rust-toolchain.toml
@@ -0,0 +1,20 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+[toolchain]
+channel = "stable"
+components = ["rustfmt", "clippy"]
diff --git a/rust/rustfmt.toml b/rust/rustfmt.toml
new file mode 100644
index 0000000000..39be343c62
--- /dev/null
+++ b/rust/rustfmt.toml
@@ -0,0 +1,19 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+edition = "2021"
+reorder_imports = true