diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index ab830ee..373cf64 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -1,6 +1,11 @@
 Changelog
 =========
 
+v3.1.0
+------
+
+*2024-03-14* -- Create ``FingerprintPackage`` addon pipeline for scancode.io
+
 v3.0.0
 ------
 
diff --git a/setup.cfg b/setup.cfg
index a29fd68..98c97ce 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -77,3 +77,6 @@ docs =
 [options.entry_points]
 scancode_post_scan =
     fingerprint = matchcode_toolkit.plugin_fingerprint:Fingerprint
+
+scancodeio_pipelines =
+    fingerprint_package = matchcode_toolkit.pipelines.fingerprint_package:FingerprintPackage
diff --git a/src/matchcode_toolkit/pipelines/fingerprint_package.py b/src/matchcode_toolkit/pipelines/fingerprint_package.py
new file mode 100644
index 0000000..f714abf
--- /dev/null
+++ b/src/matchcode_toolkit/pipelines/fingerprint_package.py
@@ -0,0 +1,43 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# http://nexb.com and https://github.com/nexB/scancode.io
+# The ScanCode.io software is licensed under the Apache License version 2.0.
+# Data generated with ScanCode.io is provided as-is without warranties.
+# ScanCode is a trademark of nexB Inc.
+#
+# You may not use this software except in compliance with the License.
+# You may obtain a copy of the License at: http://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.
+#
+# Data Generated with ScanCode.io is provided on an "AS IS" BASIS, WITHOUT WARRANTIES
+# OR CONDITIONS OF ANY KIND, either express or implied. No content created from
+# ScanCode.io should be considered or used as legal advice. Consult an Attorney
+# for any legal advice.
+#
+# ScanCode.io is a free software code scanning tool from nexB Inc. and others.
+# Visit https://github.com/nexB/scancode.io for support and download.
+
+from scanpipe.pipelines import Pipeline
+from scanpipe.pipes import matchcode
+
+
+class FingerprintPackage(Pipeline):
+    """
+    Calculate the directory fingerprints of a Project codebase
+    """
+
+    download_inputs = False
+    is_addon = True
+
+    @classmethod
+    def steps(cls):
+        return (cls.fingerprint_codebase,)
+
+    def fingerprint_codebase(self):
+        """
+        Compute directory fingerprints for matching purposes
+        """
+        matchcode.fingerprint_codebase_directories(self.project)