KitRank

About

KitRank is a read-only catalog of real AI agent use cases collected from creators, builders and operators. Each entry links to its original source and lists the tools used, claimed result, cost, setup time, difficulty, setup steps and a copyable setup prompt.

The server runs as a hosted streamable HTTP endpoint at kitrank.dev. No sign-in or API key is needed. Results are as claimed by the original authors, so cite the source link when using them.

What you can do

• Search use cases by goal, tool or topic
• Fetch the full recipe for a use case by id
• List use case categories with counts
• See use cases published in the last N days
• Get cost, setup time and difficulty for each entry
• Copy a ready setup prompt

Tools 5

• search_use_casesRead-only

  Search sourced AI agent use cases by goal, tool or topic, with cost, setup time and difficulty.

• get_use_caseRead-only

  Get the full recipe for one use case by id, including steps and a setup prompt.

• list_categoriesRead-only

  List use case categories with ids and counts.

• latest_use_casesRead-only

  List use cases whose source was published in the last N days, newest first.

• use_cases_by_toolRead-only

  Use cases by tool

Read from the live server on 15 Nov 2026. Read-only, Writes and Can delete are hints the server declares; your client decides whether to ask before running a tool.

Example prompts

• Find AI agent use cases for making faceless YouTube videos.

• Show the full recipe for the Home Assistant automation use case.

• What new AI use cases were published in the last 7 days?

• List the KitRank categories and how many use cases each has.

Set up

Every client connects to kitrank.dev. Pick yours; the page remembers your choice.

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

https://kitrank.dev/api/mcp

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

code --add-mcp '{"name":"kitrank","type":"http","url":"https://kitrank.dev/api/mcp"}'

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

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

codex mcp add kitrank --url https://kitrank.dev/api/mcp

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

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

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

Embed

Show KitRank in a README or on your site. Each embed links to this page, uses the server’s own URL, and sets no cookies. How embeds work

The card, the iframe and the JSON are in English. Add ?lang=it, fr, de or es to their address for another language.

README badge Website card iframe JSON AI prompt

README badge

Markdown

[![KitRank on mcp.tc](https://mcp.tc/i/kitrank/badge.svg)](https://mcp.tc/i/kitrank)

HTML

<a href="https://mcp.tc/i/kitrank"><img src="https://mcp.tc/i/kitrank/badge.svg" alt="KitRank on mcp.tc" height="20"></a>

It follows the reader’s light or dark mode. Add ?theme=light or ?theme=dark to fix it, or ?style=compact to show the mark without the word.

Website card

HTML

<script src="https://mcp.tc/w/kitrank.js" async></script>

The card appears where the tag is. Add data-theme="dark" or data-size="compact" to the tag to change it. The file holds everything it needs, so it makes no other requests and sets no cookies.

iframe

HTML

<iframe src="https://mcp.tc/embed/kitrank" title="KitRank on mcp.tc" width="420" height="200" loading="lazy" allow="clipboard-write" style="border:0;border-radius:8px;max-width:100%"></iframe>

Use it on pages that don’t allow scripts. Add ?theme=light or ?theme=dark to the address to fix the colors.

JSON

The listing as data for your own pages and tools: name, tagline, the server’s own URL, tools and the “Add to” links. Any site can read it (CORS is open).

https://mcp.tc/i/kitrank.json

What each field means

AI prompt

Paste this into an AI coding assistant, such as Claude Code or Cursor, and it adds the KitRank card to your site.

Markdown

Add the mcp.tc card for KitRank, an MCP server, to my website. It is one static script: no build step, no package to install, no cookies.

Put this tag where the card should appear. The card renders right before it:

```html
<script src="https://mcp.tc/w/kitrank.js" async></script>
```

To show the card somewhere else, put this placeholder there and load the same script once, for example before `</body>`. Keep the link inside: visitors without JavaScript see it.

```html
<div data-mcptc="kitrank"><a href="https://mcp.tc/i/kitrank">KitRank on mcp.tc</a></div>
```

Options:
- `data-theme="light"` or `"dark"` on the tag or the placeholder fixes the colors. Without it, the card follows the visitor’s light or dark mode.
- `data-size="compact"` gives a smaller card without the tagline.
- The CSS variable `--mcptc-max-width` on the placeholder or a parent sets the width (default `520px`).
- `?lang=` on the script URL sets the card’s language: `en`, `it`, `fr`, `de` or `es`.

If the site has a Content Security Policy, allow `script-src https://mcp.tc` and `img-src data:` (the icon is inline).

For a README or other Markdown docs, use the badge instead:

```markdown
[![KitRank on mcp.tc](https://mcp.tc/i/kitrank/badge.svg)](https://mcp.tc/i/kitrank)
```

Reference: https://mcp.tc/embed

Change history

We read this server’s tool list every 3 hours and record what changes. Last read 15 Nov 2026, 02:39 UTC.

1. 13 Nov 2026, 17:50 UTC, Automatic check

   New version 1.2.0 (was 1.1.0). Reported by the server.

2. 13 Nov 2026, 17:50 UTC, Automatic check

   Server instructions changed.

   New server instructions

   Details, 13 Nov 2026, 17:50 UTC

   Server instructions

   Before

   KitRank is a read-only catalog of real, sourced AI agent use cases at kitrank.dev. Workflow: list_categories or search_use_cases (or use_cases_by_tool), then get_use_case for the full setup prompt. Prefer searchable goals users type into Google. Results are as claimed by authors; always cite the source URL. Never invent costs or times.

   After

   KitRank is a read-only catalog of real, sourced AI agent use cases at kitrank.dev. No authentication is needed. Workflow: list_categories or search_use_cases (or use_cases_by_tool), then get_use_case for the full setup prompt. Prefer searchable goals users type into Google. Results are as claimed by authors; always cite the source URL. Never invent costs or times.

3. 15 Oct 2026, 13:22 UTC, Automatic check

   Tracking started: 5 tools.

FAQ