diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index f9954a1..c448c3a 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -38,7 +38,6 @@ updates:
       - "/docker/production/semeryfr"
       - "/docker/production/vhaudiquetfr"
       - "/docker/tools/excalidraw"
-      - "/docker/tools/manyfold"
       - "/docker/tools/netdata"
       - "/docker/tools/notesnook"
       - "/docker/tools/stirling-pdf"
diff --git a/.swarmcd/stacks.yaml b/.swarmcd/stacks.yaml
index 1358f9d..d18f900 100644
--- a/.swarmcd/stacks.yaml
+++ b/.swarmcd/stacks.yaml
@@ -175,13 +175,6 @@ excalidraw:
   branch: main
   compose_file: docker/tools/excalidraw/docker-compose.yml
 
-manyfold:
-  repo: homeprod
-  branch: main
-  compose_file: docker/tools/manyfold/docker-compose.yml
-  sops_files:
-    - docker/tools/manyfold/.env
-
 netdata:
   repo: homeprod
   branch: main
diff --git a/docker/tools/manyfold/.env b/docker/tools/manyfold/.env
deleted file mode 100644
index 4597260..0000000
--- a/docker/tools/manyfold/.env
+++ /dev/null
@@ -1,19 +0,0 @@
-DATABASE_ADAPTER=ENC[AES256_GCM,data:PJuMjoKyM0hxHA==,iv:hT/p+xZ6wwfVsbL4Elrq2IvGb9MU2AyJMhLxm0SPupE=,tag:nbzAGpuQoyToVcZiWZybfw==,type:str]
-DATABASE_HOST=ENC[AES256_GCM,data:oNYghEn1jYYbjC5zgRqI,iv:P19/tF7gzLcyril3HOtr3MFpCn/3qZxcraFXgyUcq6Y=,tag:gOLROihjIjKdyat6ppgntw==,type:str]
-DATABASE_PORT=ENC[AES256_GCM,data:IET/mQ==,iv:CU4uF8q6T1sbDW4yBOKU4Vs4eBwkpJ+dbR1JMeTvqUI=,tag:Ncej8WzpeT9IhB0krxZ1Mw==,type:str]
-DATABASE_NAME=ENC[AES256_GCM,data:SSKa38edPIA=,iv:E9kL2Hw8AuY4ypRWg1OIkQSvL5/SZjx7FBJTcn2n0Uw=,tag:ER/1vmnfS39DLpzKGR3+og==,type:str]
-DATABASE_USER=ENC[AES256_GCM,data:xYS+sbRoFzM=,iv:KPjUgfAidbBUS8ly/84rUW64ZD5p1ez4J1kJt39SMAs=,tag:Sc82bcznZaVcAzTtshErTg==,type:str]
-DATABASE_PASSWORD=ENC[AES256_GCM,data:GPMkoIKLLfi5+RzgCjA=,iv:9GJ0cMokC9gAIBX21b/kesdLjAxWSUQwskavUfjFFz4=,tag:wNZkwDHf0hhwdSAFYATfqQ==,type:str]
-SECRET_KEY_BASE=ENC[AES256_GCM,data:vPqEU0pldvqegC8Fjw234LwyMwvoyhcpffTAh4RTFWx072K/TYItFdj7n1UU+dOUnQ==,iv:jSW67q11S7djOMkhltAIBVlx8g8vjLC8LeOG1uulAus=,tag:CXl7GIVY94O4sJIlY0VnWw==,type:str]
-REDIS_URL=ENC[AES256_GCM,data:bW1M7weT2RuQJdPznK1z8lrbxQpKbDM0iB/J,iv:ecZ+7A7RIVBpsAnyALhcWU3p/I6r/C7iJ2Rvelanv80=,tag:WXb7jdcwr+O9PyUoUGZQNg==,type:str]
-PUID=ENC[AES256_GCM,data:BzTfvg==,iv:jKvoXROsJfla5ptKg2qq90SKtOhM//IYn2H1Izzgpds=,tag:IV2wOeerVIYN4IEmAmtwuQ==,type:str]
-PGID=ENC[AES256_GCM,data:xKNHbw==,iv:ik+oSxuvRytYNLCIQR4RhNT6G4E/+W7r3SR2PBfUQzw=,tag:TSjAJ+OEnPTZDD+AfH7yZQ==,type:str]
-POSTGRES_USER=ENC[AES256_GCM,data:9+B20gqaEMI=,iv:4Ocbw3fRKv+nyivU1Aa1jNy6v0sEcR45ASa5mlBjsOk=,tag:Lg9a7L+vf8ClpsfiD1nmoQ==,type:str]
-POSTGRES_PASSWORD=ENC[AES256_GCM,data:gEKkaRexkkSWK1yfvcQ=,iv:x/b1nr+sZpXAEQntDvzHM1LKwGqYUXPywKs2JBokt9w=,tag:Ai0HASbOVBE/ofntQ5BaOA==,type:str]
-sops_lastmodified=2025-10-16T20:21:31Z
-sops_mac=ENC[AES256_GCM,data:o/wX4kifILqeHX7y7G7j94rKLI/VODJzz2jOT7vz9UChepq70Ma9BGZ1ytSEllLT20FG09CfvRkqStBXGXdvTBWXU5J4DmBiuYlFxqilerbeHOZNU6RTIGc5daz753AkSi7NxyOKKPFVq4NCyGJqTEZYg8rK0P7Zs+tWpJaLr4k=,iv:TDRc/KxsObV7Vfi7Ne4Ez31IGq3ARdWhjnwFZBqV7Zk=,tag:+4g8nm7xencviH1AIam+uA==,type:str]
-sops_pgp__list_0__map_created_at=2025-10-16T20:21:31Z
-sops_pgp__list_0__map_enc=-----BEGIN PGP MESSAGE-----\n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\n=tB+6\n-----END PGP MESSAGE-----
-sops_pgp__list_0__map_fp=DC6910268E657FF70BA7EC289974494E76938DDC
-sops_unencrypted_suffix=_unencrypted
-sops_version=3.10.2
diff --git a/docker/tools/manyfold/docker-compose.yml b/docker/tools/manyfold/docker-compose.yml
deleted file mode 100644
index 7f0294c..0000000
--- a/docker/tools/manyfold/docker-compose.yml
+++ /dev/null
@@ -1,63 +0,0 @@
-services:
-  manyfold:
-    image: ghcr.io/manyfold3d/manyfold:latest
-    ports:
-      - "3214"
-    volumes:
-      - models:/models
-    env_file: .env
-    restart: unless-stopped
-    depends_on:
-      - postgres-server
-      - redis-server
-    networks:
-      - manyfold
-      - proxy
-    labels:
-      - "traefik.enable=true"
-      - "traefik.http.routers.manyfold.rule=Host(`manyfold.lan`)"
-      - "traefik.http.services.manyfold.loadbalancer.server.port=3214"
-    security_opt:
-      - no-new-privileges:true
-    cap_drop:
-      - ALL
-    cap_add:
-      - CHOWN
-      - DAC_OVERRIDE
-      - SETUID
-      - SETGID
-
-  postgres-server:
-    image: postgres:15
-    volumes:
-      - db_data:/var/lib/postgresql/data
-    env_file: .env      
-    restart: unless-stopped
-    networks:
-      - manyfold
-
-  redis-server:
-    image: redis:7
-    restart: unless-stopped
-    networks:
-      - manyfold
-
-volumes:
-  db_data:
-    driver: local
-    driver_opts:
-      type: 'none'
-      o: 'bind'
-      device: '/app/manyfold/db_data'
-  models:
-    driver: local
-    driver_opts:
-      type: 'none'
-      o: 'bind'
-      device: '/app/manyfold/models'
-
-networks:
-  manyfold:
-  proxy:
-    name: proxy
-    external: true