diff --git a/.github/labeler.yml b/.github/labeler.yml
new file mode 100644
index 0000000000000..cfc1963d030e2
--- /dev/null
+++ b/.github/labeler.yml
@@ -0,0 +1,83 @@
+clients:
+- changed-files:
+  - any-glob-to-any-file: 
+    - 'clients/**'
+
+config:
+- changed-files:
+  - any-glob-to-any-file:
+    - 'config/**'
+
+connect:
+- changed-files:
+  - any-glob-to-any-file: 
+    - 'connect/**'
+
+core:
+- changed-files:
+  - any-glob-to-any-file:
+    - 'core/**'
+
+raft:
+- changed-files:
+  - any-glob-to-any-file: 
+    - 'raft/**'
+
+storage:
+- changed-files:
+  - any-glob-to-any-file: 
+    - 'storage/**'
+
+streams:
+- changed-files:
+  - any-glob-to-any-file: 
+    - 'streams/**'
+
+tests:
+- changed-files:
+  - any-glob-to-any-file: 
+    - 'tests/**'
+
+tools:
+- changed-files:
+  - any-glob-to-any-file:
+    - 'tools/**'
+    - 'trogdor/**'
+    - 'vagrant/**'
+    - 'committer-tools/**'
+
+metadata:
+- changed-files:
+  - any-glob-to-any-file: 
+    - 'metadata/**'
+
+docs:
+- changed-files:
+  - any-glob-to-any-file:
+    - 'docs/**'
+    - '**/*.md'
+
+docker:
+- changed-files:
+  - any-glob-to-any-file: 
+    - 'docker/**'
+
+server:
+- changed-files:
+  - any-glob-to-any-file: 
+    - '*server*/**'
+
+coordinator:
+- changed-files:
+  - any-glob-to-any-file: 
+    - '*coordinator*/**'
+
+examples:
+- changed-files:
+  - any-glob-to-any-file:
+    - 'examples/**'
+
+benchmarks:
+- changed-files:
+  - any-glob-to-any-file: 
+    - 'jmh-benchmarks/**'
diff --git a/.github/workflows/labeler.yml b/.github/workflows/labeler.yml
new file mode 100644
index 0000000000000..e57cd86e2b3c7
--- /dev/null
+++ b/.github/workflows/labeler.yml
@@ -0,0 +1,12 @@
+name: "Pull Request Labeler"
+on:
+- pull_request_target
+
+jobs:
+  labeler:
+    permissions:
+      contents: read
+      pull-requests: write
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/labeler@v5