KitRank use cases

Connect it to your AI

Claude Code

claude mcp add --transport http kitrank https://kitrank.dev/api/mcp

Claude, ChatGPT, Cursor and other apps

Add it as a custom connector with this URL (Streamable HTTP):

https://kitrank.dev/api/mcp

Cursor, VS Code and other apps (mcp.json)

{
  "mcpServers": {
    "kitrank": {
      "url": "https://kitrank.dev/api/mcp"
    }
  }
}

Tools it offers

5 tools, as the server itself reported during our check on Oct 31, 2026.

• search_use_casesSearch 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 note
• get_use_caseFull 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_categoriesList the 8 KitRank categories with ids, blurbs and use-case counts. Call this before filtering search_use_cases by category.
• latest_use_casesRecently sourced use cases (by source publish date), newest first. Use to browse what builders shipped this week.
• use_cases_by_toolList use cases that name a specific consumer tool (claude-code, n8n, cursor, elevenlabs, remotion aliases, etc.). Useful when the user already picked a stack.

Questions