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KitRank use cases

by kitrank.dev · remote · no sign-in to list tools · v1.3.0 · published by dev.kitrank

Read-only catalog of 1,000+ real, sourced AI agent use cases with tools, cost and setup prompts.

Changes · 1
CompareRegistry entry

5 tools: 1 change things and 4 only read.

Scanned Oct 21, 2026

No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.

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

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

5 tools

Changes things 1Claude Code: ask
  • latest_use_casesRecently sourced use cases (by source publish date), newest first.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    Recently sourced use cases (by source publish date), newest first. Use to browse what builders shipped this week.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
Only reads 4Claude Code: allow
  • 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 promp…No findings

    Why it is in this group

    • The name "get_use_case" says "get": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
  • list_categoriesList the 8 KitRank categories with ids, blurbs and use-case counts.No findings

    Why it is in this group

    • The name "list_categories" says "list": a word for reading.
    Description, as the server wrote it
    List the 8 KitRank categories with ids, blurbs and use-case counts. Call this before filtering search_use_cases by category.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
  • search_use_casesSearch KitRank for real, sourced AI agent use cases people actually shipped.No findings

    Why it is in this group

    • The name "search_use_cases" says "search": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
  • use_cases_by_toolList use cases that name a specific consumer tool (claude-code, n8n, cursor, elevenlabs, remotion aliases, etc.).No findings

    Why it is in this group

    • The description's first verb is "list": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.3.0. Values in angle brackets are yours to fill in.

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

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__kitrank__search_use_cases",
      "mcp__kitrank__get_use_case",
      "mcp__kitrank__list_categories",
      "mcp__kitrank__use_cases_by_tool"
    ],
    "ask": [
      "mcp__kitrank__latest_use_cases"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as kitrank. Review it before you use it.