KitRank use cases

Reliability

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "kitrank-use-cases": {
      "type": "http",
      "url": "https://kitrank.dev/api/mcp"
    }
  }
}

5 tools

• search_use_cases

  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…

• get_use_case

  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.

• list_categories

  List the 8 KitRank categories with ids, blurbs and use-case counts. Call this before filtering search_use_cases by category.

• latest_use_cases

  Recently sourced use cases (by source publish date), newest first. Use to browse what builders shipped this week.

• use_cases_by_tool

  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.

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