MCP server

KitRank use cases Official

dev.kitrank/kitrank

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

Read-only catalog of 1,500+ real, sourced AI agent use cases with tools, cost and setup prompts.

Working at last checkVerified publisher: kitrank.devAbout 649 tokens per request once connected5 tools

https://kitrank.dev/api/mcp

At a glance

Type: MCP server
Publisher: kitrank.dev (verified by the MCP Registry)
Status: Working at last check
Tools: 5
Token cost: About 649 tokens per request
Sets up in: Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
Last checked: 26 Oct 2026, 08:29 UTC

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

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

Gemini CLI

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

Cursor

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

VS Code

{"servers":{"kitrank":{"type":"http","url":"https://kitrank.dev/api/mcp"}}}

Antigravity

agy mcp add kitrank https://kitrank.dev/api/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"kitrank","server_url":"https://kitrank.dev/api/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"kitrank","server_url":"https://kitrank.dev/api/mcp"}

get_use_case ~125 tokens
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.
latest_use_cases ~96 tokens
Recently sourced use cases (by source publish date), newest first. Use to browse what builders shipped this week.
list_categories ~62 tokens
List the 8 KitRank categories with ids, blurbs and use-case counts. Call this before filtering search_use_cases by category.
search_use_cases ~238 tokens
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, s
use_cases_by_tool ~128 tokens
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.

AstraNL
Dutch construction facts with measured accuracy + NL coordination. Never holds third-party funds.
Jurk Shenzhen Electronic Component Sourcing
Shenzhen sourcing for hard-to-find, obsolete and EOL electronic components.
Shelfatlas Catalog
Danish grocery catalog as MCP tools: live offers across all major chains, stores, EAN lookup, stock.
Tollmint
Per-call data for agents: graded behavioural science, dark-pattern detection, web fetch, geocode.
The Front Desk Review
4,764 products, 626 categories: sourced prices, dated price history, independent-test coverage.
Agent News by The Agent Times
Verified, sourced, real-time intelligence layer for AI agents.
Valumech
Sourced new prices, specs and modeled used values for humanoids, robot dogs and home robots.
RoboHub Robot Catalog
Vendor-neutral catalog of 300+ commercial robots: search, compare specs, request vendor intros.

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