dev.kitrankPublished by kitrank.devOfficial publisherv1.6.0Updated Oct 30, 2026
Read-only catalog of 1,900+ real, sourced AI agent use cases with tools, cost and setup prompts.
Read-only remote catalog of 1,900+ sourced AI agent use cases, with tools, cost notes and setup prompts an assistant can search and retrieve.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/dev.kitrank%2Fkitrank/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Add this to your client's mcpServers config.
{
"mcpServers": {
"kitrank-use-cases": {
"type": "http",
"url": "https://kitrank.dev/api/mcp"
}
}
}Search AI 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.
limitqueryrequiredcategoryGet a use case recipe
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.
idrequiredList categories
List the 8 KitRank categories with ids, blurbs and use-case counts. Call this before filtering search_use_cases by category.
Takes no parameters.
Latest use cases
Recently sourced use cases (by source publish date), newest first. Use to browse what builders shipped this week.
dayslimitUse 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.
toolrequiredlimit83% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.