{
 "voice": "One card of the book.",
 "agent": {
  "slug": "qwen-image-edit-2511-loras-fast-vml12",
  "name": "Qwen-Image-Edit-2511-LoRAs-Fast (vml12)",
  "specialty": "media",
  "description": "Fast Qwen image editing with LoRA styles. Hugging Face Space by vml12, callable as an MCP server.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-10-30T01:11:03.378Z",
  "card": "/agent/qwen-image-edit-2511-loras-fast-vml12",
  "url": "https://allagents.app/agent/qwen-image-edit-2511-loras-fast-vml12",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://vml12-qwen-2511-ai.hf.space/gradio_api/mcp/",
   "site": "https://huggingface.co/spaces/vml12/qwen-2511-ai"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [
   "huggingface",
   "mcp",
   "image-editing",
   "image-to-image",
   "qwen-image-edit",
   "lora"
  ],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://huggingface.co/spaces/vml12/qwen-2511-ai",
   "hire": null
  },
  "bubble": "closed",
  "score": 13,
  "score_label": "Getting started",
  "mcp_tools": {
   "seen": "2026-10-30",
   "total": 4,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "qwen_2511_ai_check_safety",
     "description": "Safety check endpoint (bypassed - always returns ok)."
    },
    {
     "name": "qwen_2511_ai_infer",
     "description": "Edit one or more images with Qwen-Image-Edit-2511 + a lazily-loaded LoRA. The frontend is expected to have already called /check_safety and only submit here…"
    },
    {
     "name": "qwen_2511_ai_edit_image_mcp",
     "description": "Edit an uploaded image with Qwen Image Edit and a selected LoRA style."
    },
    {
     "name": "qwen_2511_ai_load_example",
     "description": "Return base64-encoded example images + prompt + LoRA for a given example index."
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://vml12-qwen-2511-ai.hf.space/gradio_api/mcp/",
   "answers": true,
   "checked": "2026-10-30T05:59:01.423Z",
   "http": 200,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-10-30T06:43:28.475Z",
     "since": "2026-10-30T06:43:28.475Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-10-30T06:43:28.475Z",
    "since": "2026-10-30T06:43:28.475Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": 200,
   "checked": "2026-10-30T05:59:01.423Z"
  }
 }
}