diff --git a/infra/data-pipeline.yml b/infra/data-pipeline.yml
index 7f45b053..9a0f2781 100644
--- a/infra/data-pipeline.yml
+++ b/infra/data-pipeline.yml
@@ -26,6 +26,10 @@ tasks:
           - /cache/
           - https://github.com/marco-c/gecko-dev-wordified
           - --tokenize
+        artifacts:
+          public/gecko-dev-wordified.version:
+            path: /data/gecko-dev-wordified.version
+            type: file
         cache:
           bugbug-mercurial-repository: /cache
         features:
@@ -61,6 +65,10 @@ tasks:
           - /cache/
           - https://github.com/marco-c/gecko-dev-comments-removed
           - --remove-comments
+        artifacts:
+          public/gecko-dev-comments-removed.version:
+            path: /data/gecko-dev-comments-removed.version
+            type: file
         cache:
           bugbug-mercurial-repository: /cache
         features:
@@ -97,6 +105,10 @@ tasks:
           - https://github.com/marco-c/gecko-dev-wordified-and-comments-removed
           - --tokenize
           - --remove-comments
+        artifacts:
+          public/gecko-dev-wordified-and-comments-removed.version:
+            path: /data/gecko-dev-wordified-and-comments-removed.version
+            type: file
         cache:
           bugbug-mercurial-repository: /cache
         features:
diff --git a/scripts/microannotate_generator.py b/scripts/microannotate_generator.py
index 0e467a6f..4079e8ff 100644
--- a/scripts/microannotate_generator.py
+++ b/scripts/microannotate_generator.py
@@ -8,13 +8,17 @@ from logging import INFO, basicConfig, getLogger
 
 from microannotate import generator
 
-from bugbug import repository
+from bugbug import db, repository
 from bugbug.utils import get_secret, retry
 
 basicConfig(level=INFO)
 logger = getLogger(__name__)
 
 
+# When updating the version, the git repositories will be recreated from scratch.
+# This is useful when new meaningful versions of rust-code-analysis or microannotate
+# are used.
+VERSION = 1
 COMMITS_STEP = 5000
 
 
@@ -30,6 +34,12 @@ class MicroannotateGenerator(object):
         self.repo_dir = os.path.join(cache_root, "mozilla-central")
 
     def generate(self):
+        db.register(
+            self.git_repo_path,
+            f"https://community-tc.services.mozilla.com/api/index/v1/task/project.relman.bugbug.microannotate_{self.git_repo_path}.latest/artifacts/public/",
+            VERSION,
+        )
+
         with concurrent.futures.ThreadPoolExecutor(max_workers=2) as executor:
             cloner = executor.submit(repository.clone, self.repo_dir)
             cloner.add_done_callback(