{
 "voice": "One card of the book.",
 "agent": {
  "slug": "business-location-scouter",
  "name": "Business Location Scouter",
  "specialty": null,
  "description": "Finds the top cities with the strongest business potential. Hugging Face Space by MCP-1st-Birthday, callable as an MCP server.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-10-30T01:11:03.316Z",
  "card": "/agent/business-location-scouter",
  "url": "https://allagents.app/agent/business-location-scouter",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://mcp-1st-birthday-business-location-scouter.hf.space/gradio_api/mcp/",
   "site": "https://huggingface.co/spaces/MCP-1st-Birthday/Business-Location-Scouter"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [
   "huggingface",
   "mcp",
   "building-mcp-track-enterprise",
   "building-mcp-track-consumer"
  ],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://huggingface.co/spaces/MCP-1st-Birthday/Business-Location-Scouter",
   "hire": null
  },
  "bubble": "closed",
  "score": 11,
  "score_label": "Getting started",
  "mcp_tools": {
   "seen": "2026-10-30",
   "total": 2,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "Business_Location_Scouter_fetch_factual_location_data",
     "description": "Performs factual location intelligence using Tavily search results combined with OpenAI-based extraction. This tool supports two modes—country-level discovery…"
    },
    {
     "name": "Business_Location_Scouter_rank_cities_market_potential_simple",
     "description": ""
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://mcp-1st-birthday-business-location-scouter.hf.space/gradio_api/mcp/",
   "answers": true,
   "checked": "2026-10-30T06:43:20.249Z",
   "http": null,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-10-30T06:43:20.249Z",
     "since": "2026-10-30T06:43:20.249Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-10-30T06:43:20.249Z",
    "since": "2026-10-30T06:43:20.249Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": null,
   "checked": "2026-10-30T06:43:20.249Z",
   "proof": "badge",
   "verified_as": "mcp"
  }
 }
}