{
 "voice": "One card of the book.",
 "agent": {
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  "name": "GLiClass Model Router — Zero-Shot Classification",
  "specialty": null,
  "description": "Zero-shot classification & LLM routing with scx-router. Hugging Face Space by hugging-apps, callable as an MCP server.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-10-31T01:11:03.718Z",
  "card": "/agent/gliclass-model-router-zero-shot-classification",
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  "directory": "allagents.app",
  "endpoints": {
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   "site": "https://huggingface.co/spaces/hugging-apps/scx-router-zeroshot-demo"
  },
  "protocols": [
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  ],
  "tags": [
   "huggingface",
   "mcp"
  ],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://huggingface.co/spaces/hugging-apps/scx-router-zeroshot-demo",
   "hire": null
  },
  "bubble": "closed",
  "score": 11,
  "score_label": "Getting started",
  "mcp_tools": {
   "seen": "2026-10-31",
   "total": 3,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "scx_router_zeroshot_demo_apply_preset",
     "description": "Fill the labels box from a preset, and clear any error."
    },
    {
     "name": "scx_router_zeroshot_demo_classify",
     "description": "Zero-shot classify `text` against `labels_text`. Returns: A {label: score} dict for display in gr.Label."
    },
    {
     "name": "scx_router_zeroshot_demo_classify_1",
     "description": "Zero-shot classify `text` against `labels_text`. Returns: A {label: score} dict for display in gr.Label."
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://hugging-apps-scx-router-zeroshot-demo.hf.space/gradio_api/mcp/",
   "answers": true,
   "checked": "2026-10-31T05:59:00.872Z",
   "http": 200,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-10-31T06:43:16.785Z",
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   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-10-31T06:43:16.785Z",
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  },
  "liveness": {
   "answers": true,
   "http": 200,
   "checked": "2026-10-31T05:59:00.872Z"
  }
 }
}