Read-only catalog of 1,900+ real, sourced AI agent use cases with tools, cost and setup prompts.
Connect Remote server
claude mcp add --transport http kitrank https://kitrank.dev/api/mcp
{
"mcpServers": {
"kitrank": {
"url": "https://kitrank.dev/api/mcp"
}
}
}
{
"servers": {
"kitrank": {
"type": "http",
"url": "https://kitrank.dev/api/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://kitrank.dev/api/mcp
Tools 5 found in our last check
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 notes to CRM", "claude code mac voice". Returns title, summary,…
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.
Details
| Endpoint | https://kitrank.dev/api/mcp (Streamable HTTP) |
| First published | 30 Oct 2026 |
| Last updated | 30 Oct 2026 |
| Registry name | dev.kitrank/kitrank |
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