KitRank

Read-only search over 660 real, sourced AI agent use cases with tools, cost, setup time and copyable setup prompts.

View on kitrank.dev

Hosted MCP Server

npx add-mcp 'https://kitrank.dev/api/mcp'

Installs into Claude Code, Codex, Cursor and more

Documentation

KitRank MCP

Give your agent 660+ real, sourced AI use cases. Free, read-only, no login.

Server URL (Streamable HTTP):

https://kitrank.dev/api/mcp

Tools

  • search_use_cases(query, category?, limit?) finds use cases by goal, tool or topic people actually search for.
  • get_use_case(id) returns the full recipe: source, steps, cost, time, difficulty and the setup prompt.
  • list_categories() lists the 8 categories with counts.
  • latest_use_cases(days?) returns recently sourced use cases.
  • use_cases_by_tool(tool, limit?) lists use cases that name a specific tool such as claude-code or n8n.

Claude Code

claude mcp add --transport http kitrank https://kitrank.dev/api/mcp

Claude (desktop and web)

Settings, Connectors, Add custom connector. Name it KitRank and paste https://kitrank.dev/api/mcp. Custom connectors availability depends on your Claude plan.

Cursor

Add this to ~/.cursor/mcp.json (or .cursor/mcp.json in a project):

{
  "mcpServers": {
    "kitrank": { "url": "https://kitrank.dev/api/mcp" }
  }
}

ChatGPT

In ChatGPT, turn on developer mode for connectors (Settings, Apps and connectors, Advanced), then create a connector with the URL https://kitrank.dev/api/mcp and no authentication. Availability depends on your ChatGPT plan.

Codex CLI

[mcp_servers.kitrank]
url = "https://kitrank.dev/api/mcp"

Add to ~/.codex/config.toml.

Try it

curl -s https://kitrank.dev/api/mcp -H 'Content-Type: application/json' -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"search_use_cases","arguments":{"query":"youtube shorts","limit":3}}}'

Rate limited to about 60 requests per minute per IP. Read-only: the server never writes, sends or stores anything you ask.