Smasher Studio — AI Fashion Design
AI fashion design — product photos, videos, tech packs, colorways & fabric sims.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"smasher-studio": {
"url": "https://www.smasher.studio/mcp/mcp"
}
}
}Remote endpoints
https://www.smasher.studio/mcp/mcpstreamable-httpWhat it can do
Tool inventory
Tools (5)
🟢check_credits(verbose)
Check the user's current credit balance, subscription plan, and monthly allocation. Free to use.
Input Schema
{
"type": "object",
"properties": {
"verbose": {
"type": "boolean",
"description": "If true, include detailed plan info and upgrade suggestions"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Output Schema
{
"type": "object",
"properties": {
"credits_remaining": {
"type": "number",
"description": "Current credit balance"
},
"plan": {
"type": "string",
"description": "Subscription plan: free, creator, studio, pro, or guest"
},
"credits_per_month": {
"type": "number",
"description": "Monthly credit allocation (authenticated users)"
},
"credits_per_month_guest": {
"type": "number",
"description": "Monthly credit limit (guest users)"
},
"authenticated": {
"type": "boolean",
"description": "Whether the user is authenticated"
},
"tip": {
"type": "string",
"description": "Guidance for unauthenticated users"
}
},
"required": [
"credits_remaining",
"plan",
"authenticated"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢list_collections(limit)
List the user's design collections with session counts and asset counts. Requires authentication.
Input Schema
{
"type": "object",
"properties": {
"limit": {
"type": "number",
"description": "Maximum number of collections to return (default: all)"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Output Schema
{
"type": "object",
"properties": {
"collections": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string",
"description": "Collection ID"
},
"name": {
"type": "string",
"description": "Collection name"
},
"session_count": {
"type": "number",
"description": "Number of design sessions"
},
"asset_count": {
"type": "number",
"description": "Number of generated assets"
}
},
"required": [
"id",
"name",
"session_count",
"asset_count"
],
"additionalProperties": false
},
"description": "List of design collections"
},
"total": {
"type": "number",
"description": "Total number of collections"
},
"authenticated": {
"type": "boolean",
"description": "Whether the user is authenticated"
},
"tip": {
"type": "string",
"description": "Guidance for unauthenticated users"
}
},
"required": [
"collections",
"total",
"authenticated"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢quote_dxf_pattern(garment_description, piece_estimate, add_ons)
Estimate the price of a factory-ready DXF cutting pattern for a garment, cut by a human pattern maker. Returns the complexity tier, the fee in USD, the delivery window and the add-on prices. Free, and it creates nothing: no order, no payment, no account needed. The tier is ESTIMATED here; the binding classification is made server-side when the order is created in the web app, and the buyer never chooses it. Bands: 2 à 6 pièces = $29, 7 à 15 pièces = $59, 16 pièces et plus = $129.
Input Schema
{
"type": "object",
"properties": {
"garment_description": {
"type": "string",
"minLength": 3,
"description": "The garment in plain words: type, silhouette, construction, linings, closures. \"Lined wool overcoat with welt pockets and a half belt\""
},
"piece_estimate": {
"type": "integer",
"exclusiveMinimum": 0,
"description": "Number of pattern pieces, if known. Only used when the description does not name a garment the classifier recognises."
},
"add_ons": {
"type": "array",
"items": {
"type": "string",
"enum": [
"grading",
"techpack",
"marker",
"seam_allowance"
]
},
"description": "Optional paid extras to include in the total. Each is priced separately and none is included in the base fee."
}
},
"required": [
"garment_description"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Output Schema
{
"type": "object",
"properties": {
"tier": {
"type": "string",
"enum": [
"simple",
"standard",
"complex"
],
"description": "Estimated complexity tier"
},
"fee_usd": {
"type": "number",
"description": "Base fee for the tier, in USD"
},
"currency": {
"type": "string",
"description": "Always USD"
},
"delivery_hours": {
"type": "number",
"description": "Hours from a pattern maker claiming the order"
},
"add_ons": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string",
"description": "Add-on key"
},
"price_usd": {
"type": "number",
"description": "Price of the add-on, in USD"
},
"selected": {
"type": "boolean",
"description": "Whether this quote includes it"
}
},
"required": [
"name",
"price_usd",
"selected"
],
"additionalProperties": false
},
"description": "Every paid add-on, with its price. None is included in the base fee."
},
"total_usd": {
"type": "number",
"description": "Base fee plus the selected add-ons"
},
"estimated": {
"type": "boolean",
"description": "Always true: the binding classification is made server-side at order time"
},
"how_to_order": {
"type": "string",
"description": "Where the order is actually placed"
}
},
"required": [
"tier",
"fee_usd",
"currency",
"delivery_hours",
"add_ons",
"total_usd",
"estimated",
"how_to_order"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_tech_pack_spec(garment_type, description, base_size, fabric_weight, fabric_class)
Return the specification a pattern maker works from for a garment: points of measure with tolerances at a base size, the fabric class, weight band and stretch behaviour, and the seam and hem allowance convention. Free, stores nothing, needs no account. This is the SPEC, not the pattern: the DXF itself is cut by a human pattern maker on a paid order, and it is delivered NET of seam allowance unless the seam allowance extra ($5) is bought.
Input Schema
{
"type": "object",
"properties": {
"garment_type": {
"type": "string",
"minLength": 2,
"description": "Garment family in plain words: \"structured blazer\", \"midi dress\", \"hoodie\""
},
"description": {
"type": "string",
"description": "Construction detail that refines the read: panels, lining, closures, pockets"
},
"base_size": {
"type": "string",
"description": "Base size for the measurement table: XS, S, M, L, XL. Defaults to M."
},
"fabric_weight": {
"type": "string",
"enum": [
"light",
"medium",
"heavy"
],
"description": "Fabric weight band, if known"
},
"fabric_class": {
"type": "string",
"enum": [
"knit",
"woven",
"sheer",
"bonded",
"leather",
"technical"
],
"description": "How the fabric behaves. Decides the stretch note and the cutting warnings."
}
},
"required": [
"garment_type"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_order_status(order_id, status, limit)
Check the status of the caller's own pattern-making orders: where each one is, its complexity tier, its fee and when it was placed. Free. Requires authentication. Read-only: it cannot create, pay for or cancel an order.
Input Schema
{
"type": "object",
"properties": {
"order_id": {
"type": "string",
"description": "A single order id. Omit to list the caller's orders."
},
"status": {
"type": "string",
"description": "Filter the list by status, e.g. SUBMITTED, IN_PROGRESS, COMPLETED"
},
"limit": {
"type": "integer",
"exclusiveMinimum": 0,
"maximum": 50,
"description": "Maximum number of orders to return (default 10)"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Community
Evidence