diff --git a/jellyfin/Chart.yaml b/jellyfin/Chart.yaml
index c1c0afb..ff42fe3 100644
--- a/jellyfin/Chart.yaml
+++ b/jellyfin/Chart.yaml
@@ -2,5 +2,8 @@ apiVersion: v2
 name: jellyfin
 description: A Helm chart for Jellyfin media server with Postgres support
 type: application
+annotations:
+  version-source: github-release:jellyfin/jellyfin
+  version-pattern: "s|^v||"
 version: 0.1.9
 appVersion: "10.11.6"
diff --git a/scripts/update-charts.sh b/scripts/update-charts.sh
new file mode 100644
index 0000000..d69d922
--- /dev/null
+++ b/scripts/update-charts.sh
@@ -0,0 +1,106 @@
+#!/usr/bin/env bash
+# scripts/update-charts.sh
+# Checks for upstream image updates and bumps Helm chart versions automatically.
+
+set -e
+
+# Repository Root
+REPO_ROOT=$(git rev-parse --show-toplevel)
+UPDATES_FOUND=""
+
+# Fetch latest version from different sources
+fetch_latest() {
+    local source_type=$1
+    local source_data=$2
+    local version=""
+
+    case "$source_type" in
+        "github-release")
+            version=$(curl -sL "https://api.github.com/repos/$source_data/releases/latest" | jq -r '.tag_name // empty')
+            ;;
+        "dockerhub-tags")
+            version=$(curl -s "https://registry.hub.docker.com/v2/repositories/$source_data/tags?page_size=100" | jq -r '.results[].name' | grep -E '^[0-9]+\.[0-9]+\.[0-9]+$' | sort -V -r | head -1)
+            ;;
+        *)
+            return 1
+            ;;
+    esac
+    echo "$version"
+}
+
+# Apply sed pattern if provided
+apply_pattern() {
+    local version=$1
+    local pattern=$2
+    if [ -z "$pattern" ]; then
+        echo "$version"
+    else
+        echo "$version" | sed "$pattern"
+    fi
+}
+
+# Bump semver patch version (0.1.9 -> 0.1.10)
+bump_version() {
+    local version=$1
+    local major minor patch
+    IFS='.' read -r major minor patch <<< "$version"
+    patch=$((patch + 1))
+    echo "$major.$minor.$patch"
+}
+
+# Main loop through charts
+for chart_dir in "$REPO_ROOT"/*/; do
+    chart_yaml="$chart_dir/Chart.yaml"
+    [ -f "$chart_yaml" ] || continue
+
+    chart_name=$(basename "$chart_dir")
+    echo "Checking chart: $chart_name"
+
+    # Parse metadata
+    source_type=$(grep "version-source:" "$chart_yaml" | sed 's/.*version-source: *//' | tr -d ' ' || true)
+    source_pattern=$(grep "version-pattern:" "$chart_yaml" | sed 's/.*version-pattern: *//' | sed 's/^"\(.*\)"$/\1/' || true)
+    current_app_version=$(grep "^appVersion:" "$chart_yaml" | head -1 | sed 's/.*appVersion: *"\([^"]*\)".*/\1/' || true)
+    current_chart_version=$(grep "^version:" "$chart_yaml" | head -1 | sed 's/.*version: *//' | tr -d ' ' || true)
+
+    if [ -z "$source_type" ]; then
+        echo "  Skipping: No version-source found."
+        continue
+    fi
+
+    # Fetch and clean latest
+    echo "  Source image: $source_type"
+    latest_raw=$(fetch_latest "${source_type%%:*}" "${source_type#*:}")
+    latest_clean=$(apply_pattern "$latest_raw" "$source_pattern")
+
+    if [ -z "$latest_clean" ]; then
+        echo "  Error: Could not fetch latest version."
+        continue
+    fi
+
+    echo "  Current: $current_app_version | Latest: $latest_clean"
+
+    # Compare and Update
+    if [ "$current_app_version" != "$latest_clean" ]; then
+        new_chart_version=$(bump_version "$current_chart_version")
+        echo "  🚀 Update found! Bumping to App: $latest_clean | Chart: $new_chart_version"
+        
+        # Update Chart.yaml
+        sed -i.bak \
+            -e "s|^appVersion:.*|appVersion: \"$latest_clean\"|" \
+            -e "s|^version:.*|version: $new_chart_version|" \
+            "$chart_yaml"
+        rm -f "$chart_yaml.bak"
+
+        UPDATES_FOUND="$UPDATES_FOUND\n- **$chart_name**: $current_app_version ➔ $latest_clean (Chart v$new_chart_version)"
+    else
+        echo "  Up to date."
+    fi
+done
+
+# Output summary for GH Actions
+if [ -n "$UPDATES_FOUND" ]; then
+    echo -e "$UPDATES_FOUND" > "$REPO_ROOT/update_summary.txt"
+    exit 0
+else
+    exit 0
+fi