{
 "voice": "One card of the book.",
 "agent": {
  "slug": "10ml-perfume-finder",
  "name": "10ML Perfume Finder",
  "specialty": null,
  "description": "Free perfume API and MCP server, no API key. Hugging Face Space by 10ml-team, callable as an MCP server.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-11-02T01:11:07.264Z",
  "card": "/agent/10ml-perfume-finder",
  "url": "https://allagents.app/agent/10ml-perfume-finder",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://10ml-team-perfume-finder.hf.space/gradio_api/mcp/",
   "site": "https://huggingface.co/spaces/10ml-team/perfume-finder"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [
   "huggingface",
   "mcp",
   "mcp",
   "model-context-protocol",
   "perfume",
   "fragrance",
   "perfume-api",
   "fragrance-api"
  ],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://huggingface.co/spaces/10ml-team/perfume-finder",
   "hire": null
  },
  "bubble": "closed",
  "score": 11,
  "score_label": "Getting started",
  "mcp_tools": {
   "seen": "2026-11-02",
   "total": 6,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "perfume_finder_search_perfumes",
     "description": "Use this when someone describes the fragrance they want or names a perfume, house or note and you need matching perfumes and cologne. Searches the 10ML…"
    },
    {
     "name": "perfume_finder_perfume_profile",
     "description": "Use this when you know which perfume or cologne someone means and want to know what it smells like. Returns its full profile from the 10ML Fragrance Index…"
    },
    {
     "name": "perfume_finder_similar_perfumes",
     "description": "Use this when someone likes one perfume or cologne and wants more that smell like it. Returns perfumes ranked by shared notes, accords and style, each with…"
    },
    {
     "name": "perfume_finder_perfume_alternatives",
     "description": "Use this when someone wants alternatives to a famous perfume or cologne from other houses, or asks what smells like it from another house. Returns the 10ML…"
    },
    {
     "name": "perfume_finder_explain_note",
     "description": "Use this when someone asks what a fragrance note smells like, for example \"what does oud smell like\", \"what is ambroxan\" or \"what goes with bergamot\". Returns…"
    },
    {
     "name": "perfume_finder_compare_perfumes",
     "description": "Use this when someone wants to compare two perfumes or colognes side by side, for example \"Aventus or Sauvage\" or \"Delina versus Libre\". Looks up both in the…"
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://10ml-team-perfume-finder.hf.space/gradio_api/mcp/",
   "answers": true,
   "checked": "2026-11-02T06:05:22.286Z",
   "http": 200,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-11-02T06:49:16.263Z",
     "since": "2026-11-02T06:49:16.263Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-11-02T06:49:16.263Z",
    "since": "2026-11-02T06:49:16.263Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": 200,
   "checked": "2026-11-02T06:05:22.286Z",
   "last_answer_at": "2026-11-02T06:05:22.286Z",
   "last_ms": 352,
   "checked_at": "2026-11-02T06:05:22.286Z"
  }
 }
}