diff --git a/scripts/bump-astrolabe.sh b/scripts/bump-astrolabe.sh
index b0ba72d..b3aefaa 100755
--- a/scripts/bump-astrolabe.sh
+++ b/scripts/bump-astrolabe.sh
@@ -58,6 +58,15 @@ fi
 # Run commitizen bump and capture output
 if ! output=$($CZ_CMD 2>&1); then
     cd ../..
+
+    # Check if this is the expected "no commits to bump" case
+    if echo "$output" | grep -q "\[NO_COMMITS_TO_BUMP\]"; then
+        echo "ℹ️  No commits eligible for version bump" >&2
+        echo "$output" >&2
+        exit 0
+    fi
+
+    # Otherwise, this is an actual error
     echo "❌ Error: Version bump failed" >&2
     echo "$output" >&2
     echo "" >&2
diff --git a/scripts/bump-helm.sh b/scripts/bump-helm.sh
index 62e8e9e..f8086a9 100755
--- a/scripts/bump-helm.sh
+++ b/scripts/bump-helm.sh
@@ -53,6 +53,15 @@ fi
 # Run commitizen bump and capture output
 if ! output=$($CZ_CMD 2>&1); then
     cd ../..
+
+    # Check if this is the expected "no commits to bump" case
+    if echo "$output" | grep -q "\[NO_COMMITS_TO_BUMP\]"; then
+        echo "ℹ️  No commits eligible for version bump" >&2
+        echo "$output" >&2
+        exit 0
+    fi
+
+    # Otherwise, this is an actual error
     echo "❌ Error: Version bump failed" >&2
     echo "$output" >&2
     echo "" >&2
diff --git a/scripts/bump-mcp.sh b/scripts/bump-mcp.sh
index 9b39f03..37d56eb 100755
--- a/scripts/bump-mcp.sh
+++ b/scripts/bump-mcp.sh
@@ -44,6 +44,14 @@ fi
 
 # Run commitizen bump and capture output
 if ! output=$($CZ_CMD 2>&1); then
+    # Check if this is the expected "no commits to bump" case
+    if echo "$output" | grep -q "\[NO_COMMITS_TO_BUMP\]"; then
+        echo "ℹ️  No commits eligible for version bump" >&2
+        echo "$output" >&2
+        exit 0
+    fi
+
+    # Otherwise, this is an actual error
     echo "❌ Error: Version bump failed" >&2
     echo "$output" >&2
     echo "" >&2