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KitRank use cases

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dev.kitrank/kitrankv1.5.1 Domain verified

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

Research & Knowledge AI & Agents

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https://kitrank.dev/api/mcp

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Tool list from our last check. Connect live to refresh it.

get_use_case Read-only

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.

idstring, required

Use case id from search_use_cases, latest_use_cases or use_cases_by_tool.

Tools (5)

KitRank use cases MCP server | mcptry

Argument	Type	Description
id*	string	Use case id from search_use_cases, latest_use_cases or use_cases_by_tool.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "description": "Use case id from search_use_cases, latest_use_cases or use_cases_by_tool."
    }
  }
}

latest_use_cases

Recently sourced use cases (by source publish date), newest first. Use to browse what builders shipped this week.

read-only

Argument	Type	Description
days	integer
limit	integer

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "days": {
      "type": "integer",
      "default": 7,
      "maximum": 90,
      "minimum": 1
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 50,
      "minimum": 1
    }
  }
}

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, setup time, difficulty, verification and source URL.

read-only

Argument	Type	Description
limit	integer
query*	string	Goal, tool name, or topic the user is trying to accomplish.
category	string	Optional category id from list_categories.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 8,
      "maximum": 25,
      "minimum": 1
    },
    "query": {
      "type": "string",
      "description": "Goal, tool name, or topic the user is trying to accomplish."
    },
    "category": {
      "enum": [
        "creators-video",
        "vibe-coding",
        "automation",
        "research",
        "personal",
        "money",
        "marketing",
        "dev-ops"
      ],
      "type": "string",
      "description": "Optional category id from list_categories."
    }
  }
}

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.

read-only

Argument	Type	Description
tool*	string	Tool id or common name, e.g. claude-code, n8n, Cursor, Claude Code.
limit	integer

Input schema (JSON)

{
  "type": "object",
  "required": [
    "tool"
  ],
  "properties": {
    "tool": {
      "type": "string",
      "description": "Tool id or common name, e.g. claude-code, n8n, Cursor, Claude Code."
    },
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 25,
      "minimum": 1
    }
  }
}