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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

Smasher Studio — AI Fashion Design

By Atenkai Verified namespace

AI fashion design — product photos, videos, tech packs, colorways & fabric sims.

WebsiteSource codeDesign & media
Connect to Smasher Studio — AI Fashion Design
Checks passed
13 / 22

1 failed · 8 not measured

Median response
354 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
5

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 354 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name smasher-studio.

  • Pass
    Lists tools

    tools/list returned 5 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 354 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 354 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    13 of 13 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Fail
    Recently updated

    Updated 2026-03-09T00:54:18.633171Z, which is older than 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using Smasher Studio — AI Fashion Design

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http smasher-studio-ai-fashion-design https://www.smasher.studio/mcp/mcp

Capabilities

Tools 5

check_credits

Check the user's current credit balance, subscription plan, and monthly allocation. Free to use.

Discovered
get_order_status

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.

Discovered
get_tech_pack_spec

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.

Discovered
list_collections

List the user's design collections with session counts and asset counts. Requires authentication.

Discovered
quote_dxf_pattern

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. Garments and sewn accessories (ties, bags, backpacks, hats, belts, scarves): footwear and hard goods (jewellery, eyewear, watches) are refused with code non_apparel. Bands: 2 à 6 pièces = $29, 7 à 15 pièces = $59, 16 pièces et plus = $129.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected354 ms5

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