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

Read-only probes

MCP server · Other

Able.Style

Manage your wardrobe or closet, discover ways to wear your clothes, and get outfit suggestions.

Checks passed
12 / 22

2 failed · 8 not measured

Median response
542 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
15

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

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?
310
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 542 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name able-style-mcp-server.

  • Pass
    Lists tools

    tools/list returned 15 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 542 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 542 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.

  • Fail
    Parameters documented

    38 of 66 parameters have a description (58%). 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.

  • Fail
    Source repo linked

    No 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 2026-10-20T15:54:56.818205Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Able.Style

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 able-style https://able.style/mcp

Capabilities

Tools 15

add_wardrobe_item_from_description

Adds one item that the signed-in user owns to their Able.Style wardrobe from a text description supplied by the user. Use this when the user describes an item in words and asks to add it. When a photo, attachment or image URL is the source, use add_wardrobe_item_from_image; if transfer is unavailable, use create_image_upload with purpose wardrobe_image_add. Do not infer a description from an image and call this tool unless the user explicitly requests a description-based item instead of uploading the image. For an item already returned by suggest-outfit-tool, use add-to-or-remove-from-wardrobe-by-id with its exact styleIdentifier. IMPORTANT: Before calling, make sure the description contains exactly one apparel, footwear, or wearable-accessory item and explicitly includes its colour. If colour is missing, ask the user for it before calling. An optional menswear or womenswear value overrides the user's profile preference; omit it when the profile preference should be used. The result includes a link for reviewing the added item. A newly created item's image may still be generated in the background.

Discovered
add_wardrobe_item_from_image

Add one clothing item from the user's original image to their wardrobe. Use this when the user attaches a photo or supplies an image URL and asks to add/save the pictured item, for example 'Add this to my wardrobe'. The server processes the actual image. Do not replace this flow with add_wardrobe_item_from_description or your own visual interpretation. Generate requestId and provide exactly one of: ChatGPT file reference in file, publicly accessible imageUrl, or complete original image bytes in image.data. JPEG, PNG and WebP up to 10 MB. Never invent file IDs, attachment URLs or base64. If the client cannot transfer the original image, call create_image_upload with the same requestId and purpose wardrobe_image_add and show its uploadPageUrl. Poll get_wardrobe_image_activity for the result.

Discovered
add-to-or-remove-from-closet-tool

Backward-compatible alias of add-to-or-remove-from-wardrobe-by-id. Prefer add-to-or-remove-from-wardrobe-by-id for new calls. Adds or removes a known clothing item from the user's personal wardrobe by its style ID. Use this tool when users want to track clothing items they own or indicate they have something similar. Use cases: "Add this to my wardrobe", "I have a similar jacket", "Mark that I own this", "Remove this from my wardrobe". Requires authentication - if user is not logged in, this will trigger an OAuth authentication flow. Wardrobe items are used to personalize outfit suggestions with clothes the user actually owns. IMPORTANT: Before calling this tool, look at the structured output of the most recent suggest-outfit-tool call earlier in this conversation. The styleId required by this tool is at outfitItems[i].styleIdentifier.styleId in that result — it IS present in your context. Do not claim you cannot see the styleId without first examining that tool result. If after examining it you still cannot find a matching item, tell the user and ask them to request a new outfit suggestion first.

Discovered
add-to-or-remove-from-wardrobe-by-id

Adds or removes a known clothing item from the user's personal wardrobe by its style ID. Use this tool when users want to track clothing items they own or indicate they have something similar. Use cases: "Add this to my wardrobe", "I have a similar jacket", "Mark that I own this", "Remove this from my wardrobe". Requires authentication - if user is not logged in, this will trigger an OAuth authentication flow. Wardrobe items are used to personalize outfit suggestions with clothes the user actually owns. IMPORTANT: Before calling this tool, look at the structured output of the most recent suggest-outfit-tool call earlier in this conversation. The styleId required by this tool is at outfitItems[i].styleIdentifier.styleId in that result — it IS present in your context. Do not claim you cannot see the styleId without first examining that tool result. If after examining it you still cannot find a matching item, tell the user and ask them to request a new outfit suggestion first.

Discovered
authentication-status-tool

Checks whether the current Able Style app session is signed in. This app-only tool never starts authentication and must not be called by the model.

Discovered
create_image_upload

Create a secure web or installed-app image picker when the user asks for an upload link, or an image-based action cannot receive the original image directly. Use this even when you can see a chat photo but cannot pass its real file reference, public URL or original bytes to add_wardrobe_item_from_image. For wardrobe photos, use purpose wardrobe_image_add; do not silently switch to add_wardrobe_item_from_description. Generate a requestId for a new action or reuse the same requestId from a direct-image attempt. Currently supports wardrobe_image_add: one clothing item per image. Returns uploadId, uploadPageUrl, expiresAt and a purpose-specific action reference. Show uploadPageUrl and ask the user to open it and submit their photo. Creating the link does not upload the chat attachment or add the item.

Discovered
get_wardrobe_image_activity

Check the status of an owned wardrobe image action. Returns safe failure details or the added item and its link. Use activityId from add_wardrobe_item_from_image or create_image_upload.

Discovered
like-dislike-outfit-tool

Records or removes a like or dislike for a specific outfit suggestion. Use this tool when users want to save outfits they love or indicate ones they don't prefer. Use cases: "I like this outfit", "Save this to my favorites", "I don't like this one", "Remove my like from this outfit". Requires authentication - if user is not logged in, this will trigger an OAuth authentication flow. Helps personalize future outfit suggestions based on user preferences. IMPORTANT: Before calling this tool, look at the structured output of the most recent suggest-outfit-tool call earlier in this conversation. The outfitId required by this tool is at result.outfitId in that result — it IS present in your context. Do not claim you cannot see the outfitId without first examining that tool result. If after examining it you still cannot find a valid outfitId, tell the user and ask them to request a new outfit suggestion first.

Discovered
search_wardrobe

Use this when the user wants to browse or search their signed-in wardrobe, including questions about categories, colours, attributes, newest items, and natural-language terms such as 'flowery shirts'. Returns up to five items per call and the total number of matches across all pages. The results widget automatically loads further pages as the user scrolls. If the widget is unavailable and nextPageToken is present, call this tool again with only that pageToken when the user asks for more results. Do not combine a pageToken with query, sortBy, or filters.

Discovered
style-purchase-buy-url

Recheck an exact purchase offer and return its current retailer link. Requires sign-in. Call only when the user wants to open a retailer, using the exact styleId, styleProductId, offerId and delivery country from style-purchase-options-by-id. Do not call for offers with canBuy false. This opens a product listing; it does not place an order.

Discovered
style-purchase-options-by-id

Find matching products and retailers where the user can buy a catalog style. Requires sign-in. Copy the exact catalog styleId from an earlier result; userStyle IDs are not supported. An explicit country overrides the saved account delivery country; otherwise the saved account country is preferred to the optional host country hint. Ask the user to select a country when neither is available. Save deliberate country selections with update-user-settings-tool using settings.deliveryCountry. Returns the complete options snapshot, including price, availability, retailer and product links. When searching or refreshing, call again with the same styleId and country to refresh. Buy links are obtained on demand with style-purchase-buy-url.

Discovered
style-ways-to-wear-by-id

Get outfit inspirations showing ways to wear a particular clothing item, including their tagged styles and owned userStyles. Uses the same selection logic as the Able.Style style page and requires sign-in. Copy exact IDs from earlier results: a ref with kind style uses styleId, and kind user_style uses userStyleId. Provide exactly one of styleId or userStyleId. Returns five items per page; the widget loads more on scroll. Without a widget, call this same tool again with only nextPageToken as pageToken when more results are wanted.

Discovered
style-wear-with-get-by-id

Get other styles and owned userStyles that can be worn with a particular clothing item. Uses the same selection logic as the Able.Style style page and requires sign-in. Copy exact IDs from earlier results: a ref with kind style uses styleId, and kind user_style uses userStyleId. Provide exactly one of styleId or userStyleId. Returns five items per page; the widget loads more on scroll. Without a widget, call this same tool again with only nextPageToken as pageToken when more results are wanted.

Discovered
suggest-outfit-tool

Generates personalized fashion, style, and outfit suggestions based on wardrobe items, preferences, local weather conditions, and occasion formality. Use this tool when users ask for fashion or style advice such as: "What should I wear?", "What outfit do you recommend?", "Help me choose clothes for [occasion]", "Outfit ideas for [weather/event]", or "What should I wear in [hot/cold/rainy] weather?". Returns a complete, readable outfit description, structured item data, and an inspiration image when one can be safely supplied. Suggestions are personalized using the signed-in user's saved wardrobe items and style preferences. IMPORTANT: The structured result of this tool call — including all styleIdentifier.styleId values for each outfit item — remains in the conversation context and MUST be used verbatim by subsequent tool calls such as add-to-or-remove-from-wardrobe-by-id. After presenting the outfit, do NOT ask any follow-up questions or invite the user to request more outfits — your response is complete as-is. MANDATORY RESPONSE REQUIREMENT: Whenever suggest-outfit-tool succeeds and outfitUrl is non-null, the final user-facing response MUST include exactly one Markdown link labelled "Open in Able.Style" whose target is the exact outfitUrl value. Do not omit the link or substitute a different URL.

Discovered
update-user-settings-tool

Updates one or more settings on the signed-in user's Able Style profile.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected542 ms15