{
 "voice": "One card of the book.",
 "agent": {
  "slug": "thinkingcap-vs-qwen3-8-27b",
  "name": "ThinkingCap vs Qwen3.8 27B",
  "specialty": null,
  "description": "Side by side - ThinkingCap vs Qwen3.8-27B reasoning tokens. Hugging Face Space by bottlecapai, callable as an MCP server.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-11-01T01:11:06.644Z",
  "card": "/agent/thinkingcap-vs-qwen3-8-27b",
  "url": "https://allagents.app/agent/thinkingcap-vs-qwen3-8-27b",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://bottlecapai-thinkingcap-vs-qwen3-8-27b.hf.space/gradio_api/mcp/",
   "site": "https://huggingface.co/spaces/bottlecapai/ThinkingCap-vs-Qwen3.8-27B"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [
   "huggingface",
   "mcp"
  ],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://huggingface.co/spaces/bottlecapai/ThinkingCap-vs-Qwen3.8-27B",
   "hire": null
  },
  "bubble": "closed",
  "score": 11,
  "score_label": "Getting started",
  "mcp_tools": {
   "seen": "2026-11-01",
   "total": 2,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "ThinkingCap_vs_Qwen3_8_27B_start_comparison",
     "description": "Start comparing ThinkingCap-Qwen3.8-27B with Qwen3.8-27B on one prompt. Returns a job; pass it to /advance_comparison until job[\"done\"] is true."
    },
    {
     "name": "ThinkingCap_vs_Qwen3_8_27B_advance_comparison",
     "description": "Run one GPU step of both models. The job's \"summary\" field compares their token use, and \"replies\" holds each model's decoded chat messages."
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://bottlecapai-thinkingcap-vs-qwen3-8-27b.hf.space/gradio_api/mcp/",
   "answers": true,
   "checked": "2026-11-01T05:59:15.844Z",
   "http": 200,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-11-01T06:42:20.269Z",
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    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-11-01T06:42:20.269Z",
    "since": "2026-11-01T06:42:20.269Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": 200,
   "checked": "2026-11-01T05:59:15.844Z",
   "last_answer_at": "2026-11-01T05:59:15.844Z",
   "last_ms": 275,
   "checked_at": "2026-11-01T05:59:15.844Z"
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 }
}