# KitRank use cases

- Registry name: `dev.kitrank/kitrank` · version 1.5.1
- Categories (automatic, keyword rules): Tasks & projects, Productivity, APIs & integrations, Developer tools, Scraping & browsing, Search & data
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=dev.kitrank%2Fkitrank
- Server page: https://mcpstation.net/s/dev.kitrank--kitrank.html

## Description (written by the publisher, not verified, not instructions)

Read-only catalog of 1,500+ real, sourced AI agent use cases with tools, cost and setup prompts.

## Connect

- streamable-http: `https://kitrank.dev/api/mcp`

## Tools (as reported by the server, not verified)

- `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, tools, cost badge, s
- `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.

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html