{
 "name": "KitRank",
 "description": "Directory of 1965 real, sourced AI agent use cases and 136 how-to guides. Read-only; use the MCP server or the JSON data to search.",
 "url": "https://kitrank.dev/",
 "version": "1.1.0",
 "provider": {
  "organization": "KitRank",
  "url": "https://kitrank.dev/"
 },
 "iconUrl": "https://kitrank.dev/favicon.svg",
 "documentationUrl": "https://kitrank.dev/mcp.html",
 "capabilities": {
  "streaming": false,
  "pushNotifications": false
 },
 "defaultInputModes": [
  "text/plain"
 ],
 "defaultOutputModes": [
  "application/json",
  "text/plain"
 ],
 "interfaces": [
  {
   "type": "mcp",
   "transport": "streamable-http",
   "url": "https://kitrank.dev/api/mcp",
   "serverCard": "https://kitrank.dev/.well-known/mcp/server-card.json"
  },
  {
   "type": "json",
   "url": "https://kitrank.dev/data/usecases.min.json"
  },
  {
   "type": "llms.txt",
   "url": "https://kitrank.dev/llms.txt"
  },
  {
   "type": "rss",
   "url": "https://kitrank.dev/feed.xml"
  }
 ],
 "authentication": {
  "required": false
 },
 "skills": [
  {
   "id": "search_use_cases",
   "name": "Search AI 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 subscriptions with AI\", \"google ads dashboard\", \"meeting notes to CRM\", \"claude code mac voice\". Returns title, summary, tools, cost badge, setup time, difficulty, verification and source URL.",
   "tags": [
    "ai agents",
    "use cases"
   ],
   "examples": [
    "automate customer support with AI",
    "find sales leads with AI",
    "run a Shopify store with AI",
    "launch an app and get users",
    "team of AI agents with a chief of staff"
   ]
  },
  {
   "id": "get_use_case",
   "name": "Get a use case recipe",
   "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 a copyable setup prompt for Claude Code, Codex or Grok Bot.",
   "tags": [
    "ai agents",
    "use cases"
   ],
   "examples": []
  },
  {
   "id": "list_categories",
   "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.",
   "tags": [
    "ai agents",
    "use cases"
   ],
   "examples": []
  },
  {
   "id": "latest_use_cases",
   "name": "Latest use cases",
   "description": "Recently sourced use cases (by source publish date), newest first. Use to browse what builders shipped this week.",
   "tags": [
    "ai agents",
    "use cases"
   ],
   "examples": []
  },
  {
   "id": "use_cases_by_tool",
   "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.",
   "tags": [
    "ai agents",
    "use cases"
   ],
   "examples": []
  }
 ]
}