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Able.Style

REMOTE · ABLE.STYLE

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

Available components

+3 this week 64 Trust /100

Last scanned (5 hours ago)

Scores higher than 45% of remote servers

Reachable. Last reached 5 Nov 2026.

Category Productivity and Notes

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security57
Transport & Reachability100
Schema Quality & AI Usability38
  • 0% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Fail
  • AI-judged instruction clarity (good).Pass
  • Context-footprint check failed: tool/resource definitions use about 4701 tokens (~213/item across 22 items; 15 tools + 7 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management53
  • Stability observed for 16 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage92
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 73% of tool parameters carry a description.Partial
  • Structured output schemas are declared (80% of tools); any adoption earns full credit.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • All 2 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation.Pass
  • An AI judge read all 17 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
  • Supports UI / widget rendering.Pass
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 5 Nov 26 0
    • Resource “styles-carousel-legacy” now points somewhere else: ui://widget/styles-carousel-v6.html → ui://widget/styles-carousel-v7.html security
  • 4 Nov 26 0
    • Resource “styles-carousel-legacy” now points somewhere else: ui://widget/styles-carousel-v6.html → ui://widget/styles-carousel-v7.html security
  • 3 Nov 26 +1
    • Resource “styles-carousel-legacy” now points somewhere else: ui://widget/styles-carousel-v6.html → ui://widget/styles-carousel-v7.html security
  • 2 Nov 26 0
    • Resource “styles-carousel-legacy” now points somewhere else: ui://widget/styles-carousel-v6.html → ui://widget/styles-carousel-v7.html security
  • 1 Nov 26 +1
    • Resource “styles-carousel-legacy” now points somewhere else: ui://widget/styles-carousel-v6.html → ui://widget/styles-carousel-v7.html security
  • 31 Oct 26 0
    • Resource “styles-carousel-legacy” now points somewhere else: ui://widget/styles-carousel-v6.html → ui://widget/styles-carousel-v7.html security
  • 30 Oct 26 +1
    • Resource “styles-carousel-legacy” now points somewhere else: ui://widget/styles-carousel-v6.html → ui://widget/styles-carousel-v7.html security
  • 29 Oct 26 0
    • Resource “styles-carousel-legacy” now points somewhere else: ui://widget/styles-carousel-v6.html → ui://widget/styles-carousel-v7.html security
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 5 Nov 2026 · Probed https://able.style/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=able.style CN=WR3,O=Google Trust Services,C=US 11 Oct 2026 9 Jan 2027 RSA 2048 SHA256-RSA f73e50725b76ee1e10e4ccb715b604ef
SANs: able.style
CN=WR3,O=Google Trust Services,C=US (CA) CN=GTS Root R1,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 RSA 2048 SHA256-RSA 7ff005a91568d63abc22861684aa4b5a
CN=GTS Root R1,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 19 Jun 2020 28 Jan 2028 RSA 4096 SHA256-RSA 77bd0d6cdb36f91aea210fc4f058d30d

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of able.style. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
style. present 64534 8 Verified
able.style. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://able.style/mcp Verified 200
http (plaintext) http://able.style/mcp HTTPS enforced 302 https://able.style/mcp
MCP tools · 15 exposed · ~4,481 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
add_wardrobe_item_from_description ~330

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.

NameTypeReqDescription
descriptionstringyesA 10–150 character description of exactly one item the user owns. Use the user's text; do not substitute your interpretation of an attached image unless the user explicitly requests a description-bas…
menswearOrWomenswear––Optional clothing preference for resolving categories. Supply only when the user has specified menswear or womenswear; otherwise omit it to use their profile.
NameTypeReqDescription
resultobjectyes–

No examples provided.

add_wardrobe_item_from_image ~314

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.

NameTypeReqDescription
fileobject–The original image attachment supplied by ChatGPT through its file-input mechanism. Use the host-provided file reference; never fabricate download_url or file_id.
imageobject––
imageUrlstring–A real, publicly accessible HTTP(S) URL to the original image. Do not use a local path, sandbox URL or an invented URL for a chat attachment.
menswearOrWomenswear––The user's clothing preference. Omit to use their saved preference.
requestIdstringyesUnique identifier for this requested action. Reuse it for retries and the upload-page fallback; use a new value for another item.

No output schema declared.

No examples provided.

add-to-or-remove-from-closet-tool ~763

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.

NameTypeReqDescription
addOrRemovestringyesThe action to perform: "add" to include the item in the user's wardrobe, or "remove" to delete it from their collection. Use "add" when user says "I have this shirt" or "Add the shoes to my wardrobe"…
categoryName––Provide the category name of the style to add to or remove from the wardrobe. For example: "Jackets", "Shirts", "Trousers", "Shoes". This value is provided in outfit suggestion responses in the "cate…
isUserStylebooleanyesWhether this is a user-created custom style (true) or a catalog style from the platform (false). Most items from outfit suggestions will be catalog styles (false). IMPORTANT: This value MUST be copie…
styleDescriptionstringyesThe user-friendly description of the style to add to or remove from the wardrobe. IMPORTANT: This value MUST be copied from the `description` field of the outfit item returned in the most recent prev…
styleIdstringyesThe unique identifier of the clothing style/item. IMPORTANT: This value MUST be copied exactly from the `styleIdentifier.styleId` field returned in the most recent previous `suggest-outfit-tool` resp…
NameTypeReqDescription
resultobjectyesThe wardrobe update result.

No examples provided.

add-to-or-remove-from-wardrobe-by-id ~733

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.

NameTypeReqDescription
addOrRemovestringyesThe action to perform: "add" to include the item in the user's wardrobe, or "remove" to delete it from their collection. Use "add" when user says "I have this shirt" or "Add the shoes to my wardrobe"…
categoryName––Provide the category name of the style to add to or remove from the wardrobe. For example: "Jackets", "Shirts", "Trousers", "Shoes". This value is provided in outfit suggestion responses in the "cate…
isUserStylebooleanyesWhether this is a user-created custom style (true) or a catalog style from the platform (false). Most items from outfit suggestions will be catalog styles (false). IMPORTANT: This value MUST be copie…
styleDescriptionstringyesThe user-friendly description of the style to add to or remove from the wardrobe. IMPORTANT: This value MUST be copied from the `description` field of the outfit item returned in the most recent prev…
styleIdstringyesThe unique identifier of the clothing style/item. IMPORTANT: This value MUST be copied exactly from the `styleIdentifier.styleId` field returned in the most recent previous `suggest-outfit-tool` resp…
NameTypeReqDescription
resultobjectyesThe wardrobe update result.

No examples provided.

authentication-status-tool ~37

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.

Input schema present but exposes no named parameters.

NameTypeReqDescription
resultobjectyes–

No examples provided.

create_image_upload ~220

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.

NameTypeReqDescription
optionsobject––
purposestringyes–
requestIdstringyesUnique identifier for this requested action. Reuse it for retries and the upload-page fallback; use a new value for another item.

No output schema declared.

No examples provided.

get_wardrobe_image_activity ~58

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.

NameTypeReqDescription
activityIdstringyes–

No output schema declared.

No examples provided.

like-dislike-outfit-tool ~465

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.

NameTypeReqDescription
likeOrDislikestringyesThe preference type to record: "like" to mark the outfit as preferred, or "dislike" to mark it as not preferred. Likes help surface similar outfits in future suggestions, while dislikes help filter o…
outfitIdstringyesThe unique identifier of the outfit to like or dislike. IMPORTANT: This exact value is available in the conversation context at result.outfitId in the most recent suggest-outfit-tool response — look…
valuebooleanyesSet to true to add the preference (like/dislike), or false to remove an existing preference. Use true when user says "I like this" or "I don't like this". Use false when user says "Remove my like" or…
NameTypeReqDescription
resultobjectyesThe like/dislike result.

No examples provided.

search_wardrobe ~189

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.

NameTypeReqDescription
filtersobject––
pageToken––Opaque continuation token from the preceding result. When supplied, omit all other inputs.
query––Optional natural-language wardrobe search. Whitespace is trimmed.
sortBystring–Sort order. Defaults to relevance for a query and newest-first without a query.
NameTypeReqDescription
resultobjectyes–

No examples provided.

style-purchase-buy-url ~117

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.

NameTypeReqDescription
countrystringyes–
offerIdstringyes–
styleIdstringyes–
styleProductIdstringyes–
NameTypeReqDescription
resultobjectyes–

No examples provided.

style-purchase-options-by-id ~159

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.

NameTypeReqDescription
countrystring––
styleIdstringyes–
NameTypeReqDescription
resultobjectyes–

No examples provided.

style-ways-to-wear-by-id ~195

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.

NameTypeReqDescription
pageTokenstring–Continuation token from this tool. When supplied, omit all other inputs.
styleIdstring–Exact catalog style ID. Omit userStyleId and pageToken.
userStyleIdstring–Exact ID of a userStyle owned by the signed-in user. Omit styleId and pageToken.
NameTypeReqDescription
resultobjectyes–

No examples provided.

style-wear-with-get-by-id ~190

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.

NameTypeReqDescription
pageTokenstring–Continuation token from this tool. When supplied, omit all other inputs.
styleIdstring–Exact catalog style ID. Omit userStyleId and pageToken.
userStyleIdstring–Exact ID of a userStyle owned by the signed-in user. Omit styleId and pageToken.
NameTypeReqDescription
resultobjectyes–

No examples provided.

suggest-outfit-tool ~680

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.

NameTypeReqDescription
inspirationId––Optional identifier of an existing outfit inspiration to reload. Use this only when refreshing the exact outfit already displayed in the widget.
menswearOrWomenswear–yesGender category for clothing suggestions: "menswear" for men's clothing, "womenswear" for women's clothing. Set to null if unspecified or user prefers gender-neutral suggestions. Use available user p…
smartness–yesFormality/dressiness level on a 1-5 scale: 1 = Casual (jeans, t-shirts, sneakers, everyday wear), 2 = Quite Casual (smart jeans, polo shirts, clean trainers), 3 = Smart Casual (chinos, button-down sh…
temperature–yesWeather temperature category for outfit appropriateness: "cold" for < 6°C/43°F (winter coats, layers, boots), "cool" for 6-15°C/43-59°F (light jackets, long sleeves, closed shoes), "warm" for 15-22°C…
NameTypeReqDescription
resultobjectyesThe outfit suggestion result.

No examples provided.

update-user-settings-tool ~31

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

NameTypeReqDescription
settingsobjectyes–
NameTypeReqDescription
resultobjectyes–

No examples provided.

Install

How do I install the Able.Style MCP server?

Able.Style is a hosted endpoint at https://able.style/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · able.style

# add to Claude Code
claude mcp add --transport http style-able-able-style-wardrobe-management 'https://able.style/mcp'
Common questions

What is the Able.Style MCP server?

Able.Style is an MCP server listed in the public MCP registry as style.able/able-style-wardrobe-management. Manage your wardrobe or closet, discover ways to wear your clothes, and get outfit suggestions. This page covers its hosted endpoint (https://able.style/mcp).

Is the Able.Style MCP server safe to use?

Able.Style scores 64 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the Able.Style MCP server expose?

Able.Style exposes 15 tools: suggest-outfit-tool, like-dislike-outfit-tool, add-to-or-remove-from-wardrobe-by-id, add-to-or-remove-from-closet-tool, add_wardrobe_item_from_description, and 10 more. Their descriptions and schemas cost roughly 4,481 tokens of context every time the server is loaded.

Does the Able.Style MCP server require authentication?

No. We connected to Able.Style without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the Able.Style MCP server still maintained?

Able.Style is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.