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AI Promo Design MCP server

Which MCP servers are AI Promo Design's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-21

← Back to AI Promo Design

Whose server it is
  • Registry namecom.aipromodesign/apparel-designerverified in the MCP registry

The registry name sits under aipromodesign.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-21
  • Stateanswerschecked 2026-10-21
  • Tools5
  • Server calls itselfaipromodesign
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-10-21 the server answered initialize and tools/list without a sign-in. First answer in 186 ms.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: Upload an existing logo to print on merchandise; Reorder a single shirt for a new staff member.

Once connected

  • Parameters are untyped or undescribed in 2 of 5 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 7, the first on 2026-10-21
  • INITE MCP score71 of 100answers 100 · does the job 0 · definitions 93 · context 100 · connects 100
  • What an agent can do with it0 of 2 use cases
  • Answered100% of days7 of 7 daily checks
  • Median first answer1001 ms
  • Space in an agent's context≈ 1,421 tokensthe definitions of all its tools (5), which an agent carries on every turn
  • Tool definitionsA · 93 of 100
  • Typed results0 of 5 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 2 of 5

What an agent can do with it

  • not sure · Describe a shirt design in one sentence in chat
  • cannot · Upload an existing logo to print on merchandise
  • cannot · Reorder a single shirt for a new staff member

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers5 tools · read 2026-10-21
  • list_items

    The items a design can go on: key, name, the blank it is printed on, price per piece, colors, sizes, and the print areas with their sizes in inches. Call this before quoting or when the customer asks what is available. Prices are per…

  • design_item

    Make a print-ready design from a short description, for one item in one color. Returns a watermarked preview of the design on the item, a design_id for revise_design and open_in_studio, and how many free designs are left. Describe the…

  • revise_design

    Redo an existing design with a change: a different color scheme, fewer details, bolder lines, a different pose, words added or removed. Works from the design, so the result stays recognizably the same piece. Spends one from the allowance…

  • quote_order

    What an order would cost: per piece by size, the pieces, any volume discount, shipping, and the total before sales tax (tax is added at checkout where it applies). Nothing is charged. Use the sizes the customer named; a line is one item…

  • open_in_studio

    A link that opens the aipromodesign.com designer with the design already on the item in that color and, when sizes are given, the order lines filled in. The customer finishes there: more edits with the designer's own tools, other print…

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "apparel-designer": {
      "type": "http",
      "url": "https://aipromodesign.com/api/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http aipromodesign https://aipromodesign.com/api/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://aipromodesign.com/api/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.