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KitRank use cases

dev.kitrank/kitrank · v1.5.1

New (7 days)

Measured by MCP Station

Last check	Reachable
Checked at	—
Check success 7 / 30 days	—
First-try success 30 days	—
Median response	—
Lookups 30 days	—
Authentication	No auth
MCP version	2025-06-18
Rank score	—
Declared risk	Read-only (all tools declare readOnlyHint)
Capabilities declared	tools
Tool definitions	5 tools · with description 100% · input schema is an object 100% · read/destructive hints 100%

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

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

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

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

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.

Website · JSON · Text for agents · Registry updated 2026-10-23