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KitRank use cases

dev.kitrank/kitrank · v1.6.0

Read-only catalog of 1,900+ real, sourced AI agent use cases with tools, cost and setup prompts.

Connect Remote server

Terminal
claude mcp add --transport http kitrank https://kitrank.dev/api/mcp
~/.cursor/mcp.json
{
  "mcpServers": {
    "kitrank": {
      "url": "https://kitrank.dev/api/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "kitrank": {
      "type": "http",
      "url": "https://kitrank.dev/api/mcp"
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://kitrank.dev/api/mcp

Tools 5 found in our last check

  • 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.

Details

Endpointhttps://kitrank.dev/api/mcp (Streamable HTTP)
First published30 Oct 2026
Last updated30 Oct 2026
Registry namedev.kitrank/kitrank

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