{
 "voice": "One card of the book.",
 "agent": {
  "slug": "kitrank-use-cases",
  "name": "KitRank use cases",
  "specialty": null,
  "description": "Read-only catalog of 1,500+ real, sourced AI agent use cases with tools, cost and setup prompts.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-10-25T23:08:57.207Z",
  "card": "/agent/kitrank-use-cases",
  "url": "https://allagents.app/agent/kitrank-use-cases",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://kitrank.dev/api/mcp",
   "site": "https://kitrank.dev/mcp.html"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://kitrank.dev/mcp.html",
   "hire": null
  },
  "bubble": "closed",
  "score": 53,
  "score_label": "Fair",
  "mcp_tools": {
   "seen": "2026-10-26",
   "total": 5,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "search_use_cases",
     "description": "Search KitRank for real, sourced AI agent use cases people actually shipped. Prefer concrete goals people type into Google: \"faceless youtube shorts\", \"cancel…"
    },
    {
     "name": "get_use_case",
     "description": "Full recipe for one use case id: source credit, what they did, result as claimed, every named tool, cost note, setup time, difficulty, step-by-step setup and…"
    },
    {
     "name": "list_categories",
     "description": "List the 8 KitRank categories with ids, blurbs and use-case counts. Call this before filtering search_use_cases by category."
    },
    {
     "name": "latest_use_cases",
     "description": "Recently sourced use cases (by source publish date), newest first. Use to browse what builders shipped this week."
    },
    {
     "name": "use_cases_by_tool",
     "description": "List use cases that name a specific consumer tool (claude-code, n8n, cursor, elevenlabs, remotion aliases, etc.). Useful when the user already picked a stack."
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://kitrank.dev/api/mcp",
   "answers": true,
   "checked": "2026-10-26T05:54:44.891Z",
   "http": 405,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-10-26T06:37:19.131Z",
     "since": "2026-10-26T06:37:19.131Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-10-26T06:37:19.131Z",
    "since": "2026-10-26T06:37:19.131Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": 405,
   "checked": "2026-10-26T05:54:44.891Z"
  }
 }
}