KitRank use cases
Read-only catalog of 1,500+ real, sourced AI agent use cases with tools, cost and setup prompts.
| Endpoint | https://kitrank.dev/api/mcp (streamable-http) |
|---|---|
| Registry version | 1.5.1 |
| Now | 5 tools · grade A (98) · pin ts_2a63b7d12865b4dd199c521d956ea918 · protocol 2025-06-18 |
| First / last listed | 2026-10-28 01:05 UTC / 2026-10-28 01:05 UTC |
| Grade over time | 2026-10-28: A (98), 5 tools |
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Tools: search_use_cases get_use_case list_categories latest_use_cases use_cases_by_tool
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. params: query*, category, limit |
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. params: id* |
list_categories | List the 8 KitRank categories with ids, blurbs and use-case counts. Call this before filtering search_use_cases by category. params: none |
latest_use_cases | Recently sourced use cases (by source publish date), newest first. Use to browse what builders shipped this week. params: days, limit |
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. params: tool*, limit |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.