{
 "voice": "One card of the book.",
 "agent": {
  "slug": "sparehive-gpu-advisor",
  "name": "SpareHive GPU Advisor",
  "specialty": "realestate",
  "description": "Read-only GPU advisor: model VRAM needs, fit checks and rental prices, with evidence grades.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-11-06T23:12:14.570Z",
  "card": "/agent/sparehive-gpu-advisor",
  "url": "https://allagents.app/agent/sparehive-gpu-advisor",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://sparehive.com/mcp",
   "site": "https://sparehive.com/mcp"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://sparehive.com/mcp",
   "hire": null
  },
  "bubble": "closed",
  "score": 55,
  "score_label": "Fair",
  "mcp_tools": {
   "seen": "2026-11-07",
   "total": 5,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "search_models",
     "description": "按名字或类型查找模型 ID。查询模型显存需求前先用它确认 ID；模型名有别名（Qwen3.8 27B / qwen3.8-27b）。返回 id、类型、最小显存、参数规模。"
    },
    {
     "name": "model_requirements",
     "description": "查询部署某个模型需要的硬件配置：指定量化下的权重大小、最小/推荐显存、证据等级与出处，以及各张显卡的 fits/tight/no 判定与租价。数据可能过期，响应里会给出 data_updated 与 stale。"
    },
    {
     "name": "fit_check",
     "description": "判断某模型（指定量化、指定上下文）能否跑在某张显卡上。返回 fits/tight/no/unknown、剩余显存、内存拆解、以及跑不动时的替代方案（降量化/减上下文/换更大卡），并附带该卡的租金。"
    },
    {
     "name": "gpu_prices",
     "description": "查询租用不同类型 GPU 的价格：我们的即时档/排队档报价、host 实得、电费成本、竞品中位价与国内零售价。只有 RTX 4090 有报价，其余显示为未定。"
    },
    {
     "name": "data_status",
     "description": "报告数据的新鲜度：每个数据文件的更新时间、距今天数、是否超过 60 天阈值。当用户质疑数据是否过时时调用。"
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://sparehive.com/mcp",
   "answers": true,
   "checked": "2026-11-07T06:06:51.135Z",
   "http": 405,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-11-07T06:48:53.722Z",
     "since": "2026-11-07T06:48:53.722Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-11-07T06:48:53.722Z",
    "since": "2026-11-07T06:48:53.722Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": 405,
   "checked": "2026-11-07T06:06:51.135Z",
   "last_answer_at": "2026-11-07T06:06:51.135Z",
   "last_ms": 962,
   "checked_at": "2026-11-07T06:06:51.135Z"
  }
 }
}