diff --git a/ct/obico.sh b/ct/obico.sh
new file mode 100644
index 0000000000..35373934f1
--- /dev/null
+++ b/ct/obico.sh
@@ -0,0 +1,94 @@
+#!/usr/bin/env bash
+_CS_DEFAULT_URL="https://raw.githubusercontent.com/community-scripts/DevScripts/main"
+_cs_boot="${COMMUNITY_SCRIPTS_CORE_DIR:-$(dirname "${BASH_SOURCE[0]}")/../../core}/core/build.func"
+source "$_cs_boot" 2>/dev/null || source <(curl -fsSL "${COMMUNITY_SCRIPTS_CORE_URL:-https://raw.githubusercontent.com/community-scripts/core/main}/core/build.func")
+# Copyright (c) 2021-2026 community-scripts ORG
+# Author: a55uka (a55uka)
+# License: MIT | https://github.com/community-scripts/DevScripts/raw/main/LICENSE
+# Source: https://github.com/TheSpaghettiDetective/obico-server
+
+APP="Obico"
+var_tags="${var_tags:-3d-printing;monitoring;ai}"
+var_cpu="${var_cpu:-4}"
+var_ram="${var_ram:-4096}"
+var_disk="${var_disk:-15}"
+var_os="${var_os:-debian}"
+var_version="${var_version:-13}"
+#var_arm64="${var_arm64:-yes}" # unset = ask the user; set yes/no only when verified
+var_unprivileged="${var_unprivileged:-1}"
+
+header_info "$APP"
+variables
+color
+catch_errors
+
+function update_script() {
+  header_info
+  check_container_storage
+  check_container_resources
+
+  if [[ ! -d /opt/obico ]]; then
+    msg_error "No ${APP} Installation Found!"
+    exit
+  fi
+
+  if check_for_gh_branch "obico" "TheSpaghettiDetective/obico-server" "release"; then
+    msg_info "Stopping Services"
+    systemctl stop obico-tasks obico-web obico-ml-api
+    msg_ok "Stopped Services"
+
+    create_backup /opt/obico/.env
+
+    # No CLEAN_INSTALL: db.sqlite3, media, static_build, .venv and .env are
+    # gitignored in the upstream repo and survive reset --hard + clean -fd.
+    fetch_and_deploy_gh_branch "obico" "TheSpaghettiDetective/obico-server" "release" "/opt/obico"
+    sed -i "s/^VERSION=.*/VERSION=$(cat ~/.obico)/" /opt/obico/.env
+
+    MOONRAKER_SHA=$(grep -oP 'checkout \K[a-f0-9]{40}' /opt/obico/backend/Dockerfile.base)
+    if [[ -n "$MOONRAKER_SHA" && "$(git -C /opt/moonraker rev-parse HEAD 2>/dev/null)" != "$MOONRAKER_SHA" ]]; then
+      msg_info "Updating Moonraker Metadata Library"
+      [[ -d /opt/moonraker/.git ]] || $STD git clone https://github.com/Arksine/moonraker.git /opt/moonraker
+      $STD git -C /opt/moonraker fetch --depth 1 origin "$MOONRAKER_SHA"
+      $STD git -C /opt/moonraker checkout "$MOONRAKER_SHA"
+      msg_ok "Updated Moonraker Metadata Library"
+    fi
+
+    msg_info "Updating Python Environments"
+    cd /opt/obico/backend
+    $STD uv pip install -p .venv/bin/python -r requirements.txt
+    $STD uv pip install -p .venv/bin/python importlib_metadata==8.2.0
+    cd /opt/obico/ml_api
+    $STD uv pip install -p .venv/bin/python -r requirements.txt onnxruntime==1.31.0 opencv-python-headless==4.12.0.88
+    msg_ok "Updated Python Environments"
+
+    if [[ "$(tr -d '\r' </opt/obico/ml_api/model/model-weights.onnx.sha256)" != "$(sha256sum /model_cache/ml_api/onnx/model-weights.onnx | cut -d' ' -f1)" ]]; then
+      msg_info "Downloading Failure Detection Model"
+      bash /opt/obico/ml_api/scripts/fetch_verified.sh "$(tr -d '\r' </opt/obico/ml_api/model/model-weights.onnx.url)" /model_cache/ml_api/onnx/model-weights.onnx 50000000 "$(tr -d '\r' </opt/obico/ml_api/model/model-weights.onnx.sha256)"
+      msg_ok "Downloaded Failure Detection Model"
+    fi
+
+    msg_info "Running Database Migrations"
+    set -a
+    source /opt/obico/.env
+    set +a
+    cd /opt/obico/backend
+    $STD .venv/bin/python manage.py migrate --noinput
+    $STD .venv/bin/python manage.py collectstatic --noinput
+    msg_ok "Ran Database Migrations"
+
+    msg_info "Starting Services"
+    systemctl start obico-ml-api obico-web obico-tasks
+    msg_ok "Started Services"
+    msg_ok "Updated successfully!"
+  fi
+  exit
+}
+
+start
+build_container
+description
+
+msg_ok "Completed successfully!\n"
+echo -e "${CREATING}${GN}${APP} setup has been successfully initialized!${CL}"
+echo -e "${INFO}${YW}Access it using the following URL:${CL}"
+echo -e "${GATEWAY}${BGN}http://${IP}:3334${CL}"
diff --git a/install/obico-install.sh b/install/obico-install.sh
new file mode 100644
index 0000000000..f4f16994fa
--- /dev/null
+++ b/install/obico-install.sh
@@ -0,0 +1,157 @@
+#!/usr/bin/env bash
+
+# Copyright (c) 2021-2026 community-scripts ORG
+# Author: a55uka (a55uka)
+# License: MIT | https://github.com/community-scripts/DevScripts/raw/main/LICENSE
+# Source: https://github.com/TheSpaghettiDetective/obico-server
+
+source /dev/stdin <<<"$FUNCTIONS_FILE_PATH"
+color
+verb_ip6
+catch_errors
+setting_up_container
+network_check
+update_os
+
+msg_info "Installing Dependencies"
+$STD apt install -y \
+  libmagic1 \
+  redis-server
+systemctl enable -q --now redis-server
+msg_ok "Installed Dependencies"
+
+setup_ffmpeg
+
+fetch_and_deploy_gh_branch "obico" "TheSpaghettiDetective/obico-server" "release" "/opt/obico"
+PYTHON_VERSION="3.12" setup_uv
+
+msg_info "Setting up Python Environments"
+cd /opt/obico/backend
+$STD uv venv --python 3.12 .venv
+$STD uv pip install -p .venv/bin/python -r requirements.txt
+# Pinned the same way as backend/Dockerfile.base for the moonraker metadata parser
+$STD uv pip install -p .venv/bin/python importlib_metadata==8.2.0
+cd /opt/obico/ml_api
+$STD uv venv --python 3.12 .venv
+# CPU inference stack, mirroring ml_api/Containerfile.cpu (onnxruntime 1.16.3 has no cp312 wheels)
+$STD uv pip install -p .venv/bin/python -r requirements.txt onnxruntime==1.31.0 opencv-python-headless==4.12.0.88
+msg_ok "Set up Python Environments"
+
+msg_info "Installing Moonraker Metadata Library"
+# Same pinned clone as backend/Dockerfile.base; gcode metadata parsing imports moonraker via PYTHONPATH
+MOONRAKER_SHA=$(grep -oP 'checkout \K[a-f0-9]{40}' /opt/obico/backend/Dockerfile.base)
+$STD git clone https://github.com/Arksine/moonraker.git /opt/moonraker
+$STD git -C /opt/moonraker checkout "$MOONRAKER_SHA"
+msg_ok "Installed Moonraker Metadata Library"
+
+msg_info "Downloading Failure Detection Model"
+mkdir -p /model_cache/ml_api/onnx
+# Upstream's own checksum-verifying downloader, reading URL and sha256 from the repo's sidecar files
+bash /opt/obico/ml_api/scripts/fetch_verified.sh "$(tr -d '\r' </opt/obico/ml_api/model/model-weights.onnx.url)" /model_cache/ml_api/onnx/model-weights.onnx 50000000 "$(tr -d '\r' </opt/obico/ml_api/model/model-weights.onnx.sha256)"
+msg_ok "Downloaded Failure Detection Model"
+
+msg_info "Configuring Obico"
+# secrets.token_urlsafe() is exactly what `manage.py gen_site_secret` prints, without booting Django before the DB exists
+DJANGO_SECRET_KEY=$(cd /opt/obico/backend && .venv/bin/python -c 'import secrets; print(secrets.token_urlsafe())' 2>/dev/null)
+ML_API_TOKEN=$(random_password 32)
+cat <<EOF >/opt/obico/.env
+DJANGO_SECRET_KEY=${DJANGO_SECRET_KEY}
+REDIS_URL=redis://127.0.0.1:6379
+DATABASE_URL=sqlite:////opt/obico/backend/db.sqlite3
+INTERNAL_MEDIA_HOST=http://127.0.0.1:3334
+ML_API_HOST=http://127.0.0.1:3333
+ML_API_TOKEN=${ML_API_TOKEN}
+OCTOPRINT_TUNNEL_PORT_RANGE=0-0
+VERSION=$(cat ~/.obico)
+PYTHONPATH=/opt/moonraker
+EOF
+chmod 600 /opt/obico/.env
+msg_ok "Configured Obico"
+
+msg_info "Initializing Database"
+set -a
+source /opt/obico/.env
+set +a
+cd /opt/obico/backend
+$STD .venv/bin/python manage.py migrate --noinput
+$STD .venv/bin/python manage.py collectstatic --noinput
+$STD .venv/bin/python manage.py site --add "${LOCAL_IP}:3334"
+msg_ok "Initialized Database"
+
+msg_info "Creating Services"
+cat <<EOF >/etc/systemd/system/obico-ml-api.service
+[Unit]
+Description=Obico ML API
+Wants=network-online.target
+After=network-online.target
+
+[Service]
+Type=simple
+User=root
+WorkingDirectory=/opt/obico/ml_api
+EnvironmentFile=/opt/obico/.env
+# Bound to 0.0.0.0 because external clients (e.g. Bambuddy's Obico integration)
+# call the ML API directly; ML_API_TOKEN from /opt/obico/.env gates every
+# endpoint but the health check.
+ExecStart=/opt/obico/ml_api/.venv/bin/gunicorn --bind 0.0.0.0:3333 --workers 1 --timeout 120 wsgi
+Restart=on-failure
+RestartSec=5
+
+[Install]
+WantedBy=multi-user.target
+EOF
+
+cat <<EOF >/etc/systemd/system/obico-web.service
+[Unit]
+Description=Obico Web Server
+Wants=network-online.target obico-ml-api.service
+After=network-online.target redis-server.service obico-ml-api.service
+
+[Service]
+Type=simple
+User=root
+WorkingDirectory=/opt/obico/backend
+EnvironmentFile=/opt/obico/.env
+ExecStart=/opt/obico/backend/.venv/bin/daphne -b 0.0.0.0 -p 3334 config.routing:application
+Restart=on-failure
+RestartSec=5
+
+[Install]
+WantedBy=multi-user.target
+EOF
+
+cat <<EOF >/etc/systemd/system/obico-tasks.service
+[Unit]
+Description=Obico Celery Worker
+Wants=network-online.target
+After=network-online.target redis-server.service obico-web.service
+
+[Service]
+Type=simple
+User=root
+WorkingDirectory=/opt/obico/backend
+EnvironmentFile=/opt/obico/.env
+ExecStart=/opt/obico/backend/.venv/bin/celery -A config worker --beat -l info -c 2 -Q realtime,celery
+Restart=on-failure
+RestartSec=5
+
+[Install]
+WantedBy=multi-user.target
+EOF
+systemctl enable -q --now obico-ml-api obico-web obico-tasks
+msg_ok "Created Services"
+
+msg_info "Waiting for Obico to start"
+for ((i = 1; i <= 45; i++)); do
+  curl -fsS http://127.0.0.1:3334/hc/ >/dev/null 2>&1 && break
+  sleep 2
+done
+if ! curl -fsS http://127.0.0.1:3334/hc/ >/dev/null 2>&1; then
+  msg_error "Obico did not respond within 90s. Check 'journalctl -u obico-web -u obico-ml-api -u obico-tasks'"
+  exit 150
+fi
+msg_ok "Obico is running"
+
+motd_ssh
+customize
+cleanup_lxc
diff --git a/json/obico.json b/json/obico.json
new file mode 100644
index 0000000000..094b4fee02
--- /dev/null
+++ b/json/obico.json
@@ -0,0 +1,49 @@
+{
+  "name": "Obico",
+  "slug": "obico",
+  "categories": [
+    16
+  ],
+  "date_created": "2026-10-19",
+  "type": "ct",
+  "updateable": true,
+  "privileged": false,
+  "interface_port": 3334,
+  "documentation": "https://www.obico.io/docs/server-guides/",
+  "website": "https://www.obico.io/",
+  "repository": "https://github.com/TheSpaghettiDetective/obico-server",
+  "logo": "https://cdn.jsdelivr.net/gh/selfhst/icons@main/webp/obico.webp",
+  "description": "Obico is a self-hosted server for 3D printing monitoring and remote control. It links to OctoPrint or Klipper printers and runs an AI failure-detection model (spaghetti detection) on the webcam stream. Print from anywhere, watch live video, and get notified when a print fails.",
+  "install_methods": [
+    {
+      "type": "default",
+      "script": "ct/obico.sh",
+      "config_path": "/opt/obico/.env",
+      "resources": {
+        "cpu": 4,
+        "ram": 4096,
+        "hdd": 15,
+        "os": "Debian",
+        "version": "13"
+      }
+    }
+  ],
+  "default_credentials": {
+    "username": "root@example.com",
+    "password": "supersecret"
+  },
+  "notes": [
+    {
+      "text": "Log in at http://<IP>:3334/admin with root@example.com / supersecret and change the password immediately.",
+      "type": "warning"
+    },
+    {
+      "text": "Point the Obico plugin (OctoPrint) or moonraker-obico (Klipper) at http://<IP>:3334 to link printers.",
+      "type": "info"
+    },
+    {
+      "text": "For Bambuddy's AI failure detection, enter http://<IP>:3333 as the Obico ML URL and the ML_API_TOKEN from /opt/obico/.env.",
+      "type": "info"
+    }
+  ]
+}