KitRank use cases

Read-only catalog of 1,900+ real, sourced AI agent use cases with tools, cost and setup prompts.

Install

Remote server: your requests and data go to kitrank.dev. Claude Code: claude mcp add --transport http kitrank-use-cases https://kitrank.dev/api/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

• search_use_cases — Search KitRank for real, sourced AI agent use cases people actually shipped. Prefer concrete goals people type into Google: "faceless youtub
• 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-
• 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 alrea

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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