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

Read-only probes

MCP server · Other

PatchDesign.AI

By patchdesign.ai Verified namespace

Design custom embroidered, woven, chenille, printed and PVC patches, price them, and link to order.

WebsiteSource codeDesign & media
Connect to PatchDesign.AI
Checks passed
15 / 22

0 failed · 7 not measured

Median response
1881 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?
103
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?
402

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 1643 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-06-18, serverInfo.name patchdesign-ai.

  • Pass
    Lists tools

    tools/list returned 5 tools.

  • Pass
    Current protocol

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

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 1881 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 2094 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

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.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-10-20T17:04:34.673331Z, within 180 days.

  • Not measured
    Open-source licence

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

Start using PatchDesign.AI

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 patchdesign-ai https://patchdesign.ai/api/mcp

Capabilities

Tools 5

design_patch

Generate a production-ready custom patch design from a description (and optionally a reference image URL). Takes about 15 to 30 seconds and returns the design as an image plus a design id for edits and an order link. Previews carry a light PatchDesign.AI watermark; the clean file comes with an order. Say what the patch shows and any text on it, spelled exactly. To change a design already made in this chat, use edit_patch with its id. A chat gets 10 free designs, then the user signs in with the link from sign_in_link. If the result says the service was busy, call it once more with the same input.

Discovered
edit_patch

Make a change to a design from this chat: pass its design id (d_...) and the change in plain words ("make the border gold", "change TROOP 42 to TROOP 24"). Use it for a change the user asks for later in the chat too, so the original artwork is kept. Returns a new design with its own id; the original stays. Counts as one design.

Discovered
order_link

The link where the user orders a design from this chat, with the type, size and quantity set, plus the price for that quantity. Nothing is ordered or charged by this call; the user reviews and pays on patchdesign.ai. Use it when the user wants to buy, get a quote by email, or adjust size and quantity on the site.

Discovered
quote_patch

Price a custom patch from the live PatchDesign.AI production price table: type, size and quantity in, the per-patch and total price in USD out, with the next quantity breaks and what the price already includes (artwork, a pre-production sample, worldwide shipping). The price returned is the customer's price, not a starting figure. No quote is needed unless they choose a backing or border with no set price; then that price is confirmed within 2 business hours. There is no minimum: quantity 1 returns the sample prices, and by default quote the price breaks. Use it when the user asks about a price or a minimum.

Discovered
sign_in_link

A link that connects this chat to the user's PatchDesign.AI account (free), lifting the 10-design limit to the account allowance of 50 designs a day and 250 a month, and saving the designs to their account. The link expires in 15 minutes. Give it to the user, then continue once they say they have connected.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected1643 ms5
Connected2118 ms5

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