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Uwear

REMOTE · API.UWEAR.AI · SCANNED SEP 20

AI photoshoot studio: garments, avatars, locations, and art direction

Available components

−1 this week 89 Trust /100
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 Security92
Transport & Reachability100
Schema Quality & AI Usability77
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 17052 tokens (~221/item across 77 items; 66 tools + 11 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 Management97
  • Stability check failed: schema churn in the 30 days we've observed: 2 tool removals, 0 breaking changes, 0 auth/transport breaks, 4 additions. See how to fix → Fail
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Tool Safety50
  • Injection-marker check failed: the description of tool "request_user_context" contains an instruction to conceal the call from the user, the text "Do not tell the user", at byte 493 of that field. See how to fix → Fail
  • All 2 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation.Pass
  • An AI judge read all 68 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
Install

How do I install the Uwear MCP server?

Uwear is a hosted endpoint at https://api.uwear.ai/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 · api.uwear.ai

# add to Claude Code
claude mcp add --transport http ai-uwear-uwear 'https://api.uwear.ai/mcp'
// .cursor/mcp.json
{
  "mcpServers": {
    "ai-uwear-uwear": {
      "url": "https://api.uwear.ai/mcp"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "ai-uwear-uwear": {
      "type": "http",
      "url": "https://api.uwear.ai/mcp"
    }
  }
}
# ~/.codex/config.toml
[mcp_servers.ai-uwear-uwear]
url = "https://api.uwear.ai/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-uwear-uwear": {
      "type": "remote",
      "url": "https://api.uwear.ai/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add ai-uwear-uwear --url 'https://api.uwear.ai/mcp' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  ai-uwear-uwear:
    url: "https://api.uwear.ai/mcp"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "ai-uwear-uwear": {
      "Transport": "http",
      "Url": "https://api.uwear.ai/mcp"
    }
  }
}
# add to Vellum
assistant mcp add ai-uwear-uwear -t streamable-http -u 'https://api.uwear.ai/mcp'
// mcp.json
{
  "mcpServers": {
    "ai-uwear-uwear": {
      "type": "http",
      "url": "https://api.uwear.ai/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

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.

  • 17 Sept 26 −1
    • Stability: pass → fail security
    • A breaking change shipped without a version bump: still 1.0.0 security
    • Tool “create_credit_checkout_session” was removed security
    • Tool “mcp_create_credit_checkout_session” was removed security
    • The server rewrote its instructions, which are the text every model session reads security
    • Tool “create_avatar_from_references” no longer declares itself destructive security
    • Tool “iterate_art_direction” is now declared destructive security
    • “mcp_generate_clip” reworded the description of “generate_audio” cosmetic
  • 9 Sept 26 0
    • Tool “save_template” rewrote its description, which is the text the model reads security
    • “list_templates” reworded the description of “template_kind” cosmetic
    • “save_template” reworded the description of “template_kind” cosmetic
  • 7 Sept 26 +1
    • Stability: fail → pass security
    • Tool “list_models” rewrote its description, which is the text the model reads security
    • Tool “upload_garment_from_public_url” rewrote its description, which is the text the model reads security
    • New resource “model-guidance” functional
    • New tool “copy_template_to_generate_node_config” functional
    • “generate_avatar” added an optional parameter “expression” cosmetic
  • 3 Sept 26 +2

    No change was recorded against any check on this day. Stability & Change Management went from 78 to 98.

  • 31 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 74 to 78.

  • 30 Aug 26 0
    • Tool “get_generation_status” rewrote its description, which is the text the model reads security
    • New tool “apply_backdrop” functional
    • New tool “get_connection_identity” functional
    • New tool “get_outfit” functional
    • “list_garments” added an optional parameter “category” cosmetic
    • “list_outfits” added an optional parameter “source” cosmetic
    • “update_garment” added an optional parameter “category” cosmetic
    • “list_outfits” reworded the description of “sort” cosmetic
  • 29 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 68 to 71.

  • 27 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 61 to 64.

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 20 Sept 2026 · Probed https://api.uwear.ai/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=api.uwear.ai CN=Amazon RSA 2048 M04,O=Amazon,C=US 20 Jun 2026 3 Jan 2027 RSA 2048 SHA256-RSA 7972aca3b35635c62a4a2f54fc31faa
SANs: api.uwear.ai
CN=Amazon RSA 2048 M04,O=Amazon,C=US (CA) CN=Amazon Root CA 1,O=Amazon,C=US 23 Aug 2022 23 Aug 2030 RSA 2048 SHA256-RSA 773124f2a952e3ed18a58bdb85d1bc0ce5f27
CN=Amazon Root CA 1,O=Amazon,C=US (CA) CN=Starfield Services Root Certificate Authority - G2,O=Starfield Technologies\, Inc.,L=Scottsdale,ST=Arizona,C=US 25 May 2015 31 Dec 2037 RSA 2048 SHA256-RSA 67f944a2a27cdf3fac2ae2b01f908eeb9c4c6

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of api.uwear.ai. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
ai. present 3799 8 Verified
uwear.ai. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication Enforced and verified

The endpoint asked for a token and published valid RFC 9728 metadata describing how to get one.

Result Enforced and verified
Enforced On tool calls
HTTP status 200

WWW-Authenticate challenge Bearer resource_metadata="https://api.uwear.ai/.well-known/oauth-protected-resource/mcp", scope="mcp"

Bearer resource_metadata="https://api.uwear.ai/.well-known/oauth-protected-resource/mcp", scope="mcp"

Protected resource metadata

Document https://api.uwear.ai/.well-known/oauth-protected-resource/mcp
Retrieved Yes
Resource https://api.uwear.ai/mcp
Authorisation server https://api.uwear.ai

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

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://api.uwear.ai/mcp Verified 200
http (plaintext) http://api.uwear.ai/mcp HTTPS enforced
MCP tools · 66 exposed · ~13,666 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_avatar_reference ~129

Fill or replace one reference slot on an existing owned avatar/model from an owned workspace file, an owned generation result, or a public image URL. Creator-linked slots keep their source guard.

NameTypeReqDescription
avatar_idintegeryesOwned avatar to update.
generation_result_idintegerOwned image result ID. Use exactly one source field.
image_urlstringPublic HTTP(S) image URL. Use exactly one source field.
slotstringyesReference slot to fill or replace.
uploaded_file_idintegerOwned workspace file ID. Use exactly one source field.

No output schema declared.

No examples provided.

apply_backdrop ~208

Remove or replace an image background through Uwear's canonical free backdrop generation path. Provide exactly one foreground source: generation_result_id, clothing_item_asset_id, or a public HTTPS image_url. Use backdrop_mode transparent, solid with color_hex, or image with background_image_url. Returns generation_id; poll get_generation_status, then fetch get_generation_results.

NameTypeReqDescription
backdrop_modestringyestransparent removes the background, solid uses color_hex, and image uses background_image_url.
background_image_urlstringRequired for image mode; public HTTPS replacement background.
clothing_item_asset_idintegerExact owned garment asset foreground; provide exactly one source. Find asset IDs with get_garment or list_garments.
color_hexstringRequired for solid mode, for example #FFFFFF.
generation_result_idintegerExisting generation result foreground; provide exactly one source.
image_urlstringPublic HTTPS foreground image URL; provide exactly one source.

No output schema declared.

No examples provided.

author_art_direction ~249

Queue the conversation for asynchronous ArtDirection authoring using Uwear's prompt system. Use save=true when the user wants to create, build, or save a reusable ArtDirection. Use save=false when the user explicitly wants an unsaved draft or brainstorming pass. This returns a job ID; call get_art_direction_authoring_job until status is done or failed.

NameTypeReqDescription
image_urlsarrayDraft-only reference image URLs to analyze into the ArtDirection. For saved ArtDirections, first save/select assets and pass reference_image_attachments.
namestringOptional requested ArtDirection name
reference_image_attachmentsarrayPersistent authoring references as asset IDs. Use for save=true so the user can iterate the ArtDirection later. These are not generation-time references.
savebooleanSet true when the user wants to create, build, or save a reusable ArtDirection. Set false when the user explicitly wants an unsaved draft or brainstorming pass.
sourcesarraySupported authoring sources such as text, public URLs, image URLs, uploaded files, or durable reference image attachments
user_textstringConversation text to compile into ArtDirection markdown

No output schema declared.

No examples provided.

build_avatar_prompt ~158

Build a highly detailed prompt for generating a unique reusable avatar/model. Use this when the user wants help describing a person before image generation. If the user's prompt is already intentional and specific, Uwear can skip this and pass the user's wording directly to generate_avatar.

NameTypeReqDescription
aspect_ratiostringOptional aspect ratio for context, e.g. 9:16
camerastringOptional camera key for context, e.g. midshot
camera_labelstringOptional human-readable camera label
model_slugstringOptional image model slug for context
user_textstringUser's rough description of the person/model. Leave empty when the user wants the backend to invent a unique avatar prompt.

No output schema declared.

No examples provided.

confirm_brief ~142

Call this to approve and idempotently execute a visible persisted Uwear brief. In MCP, a one-word 'Confirm' or phrases like 'looks good', 'run it', 'start', or 'generate' mean execute=true unless the user explicitly says to approve without starting. Use the visible/latest BriefProposal brief_id. Repeated calls return or resume the same durable execution.

NameTypeReqDescription
brief_idintegeryesID of the persisted brief to confirm
executebooleanExecute the brief immediately after confirming. Defaults true because MCP 'confirm the brief' means approve and run. Set false only when the user explicitly wants to save approval without starting ge…

No output schema declared.

No examples provided.

copy_template_to_generate_node_config ~88

Copy one generation-preset Template into a contract-typed, detached Production Workflow Generate-node config. The result does not update a Workflow and carries no live Template dependency; insert it through the canonical workflow version authoring tools.

NameTypeReqDescription
contract_versionstringWorkflow contract to target; omit to use the current authoring contract
template_idintegeryesGeneration Template ID

No output schema declared.

No examples provided.

create_art_direction ~170

Create a company ArtDirection markdown document. Use author_art_direction first when the user provides rough creative text or reference images. Use this direct writer only for already-structured markdown that follows the Variation Controls parser contract.

NameTypeReqDescription
content_markdownstringyesComplete ArtDirection markdown document. Prefer author_art_direction for rough briefs. If writing directly, every reusable alternative that should rotate across generations must live under `## Variat…
namestringyesName for the ArtDirection
reference_image_attachmentsarrayAuthoring reference image attachments to keep with the ArtDirection. These are for iterating the markdown only, not generation-time references.

No output schema declared.

No examples provided.

create_avatar_from_references ~120

Create one reusable avatar/model from an ordered set of generated avatar views, owned workspace files, and public image URLs. Each reference fills one durable slot. Traits are optional user-provided facts and are never inferred.

NameTypeReqDescription
age_rangestringOptional concrete age or age range. Never inferred.
buildstringOptional concrete physical build. Never inferred.
height_cmintegerOptional height in centimeters. Never inferred.
namestringyes
referencesarrayyesOrdered reference sources for the new avatar.

No output schema declared.

No examples provided.

create_location ~136

Create a reusable location/scene reference from an image URL. If no description is supplied, the backend analyzes the image. Use the returned location_id in propose_brief/update_brief.

NameTypeReqDescription
descriptionstringOptional location description. If omitted, the system analyzes the image.
image_urlstringyesURL of the location/reference image
namestringyesName for the reusable location/scene reference
source_metadataobjectOptional provenance metadata for the source image
tag_idsarrayOptional tag IDs to assign after creating the location
thumbnail_urlstringOptional thumbnail URL

No output schema declared.

No examples provided.

create_outfit_from_garment_ids ~81

Create an outfit from existing garment IDs. Pairs saved garments together into a saved outfit without uploading new images.

NameTypeReqDescription
clothing_item_idsarrayyesIDs of clothing items to combine into an outfit
is_activebooleanWhether the outfit should be immediately active
namestringOptional human-readable outfit name

No output schema declared.

No examples provided.

create_tag ~68

Create a new tag for organizing assets (garments, models, outfits, files, results, locations). Requires an active company workspace.

NameTypeReqDescription
colorstringOptional hex color, e.g. '#22C55E'
namestringyesTag name (unique within the company)

No output schema declared.

No examples provided.

delete_template ~36

Permanently delete a library template. Owner-only templates must be deleted through their owning resource.

NameTypeReqDescription
template_idintegeryesTemplate ID

No output schema declared.

No examples provided.

duplicate_art_direction ~49

Duplicate a system or company ArtDirection into an editable company copy.

NameTypeReqDescription
art_direction_idintegeryesThe ArtDirection ID to duplicate
namestringOptional name for the copy

No output schema declared.

No examples provided.

estimate_cost ~125

Estimate credit cost for an operation.

NameTypeReqDescription
durationintegerVideo duration in seconds (video only, e.g. 4, 5, 6, 8, 10)
generate_audiobooleanWhether to generate audio (video only, doubles cost for most models)
modelstringSpecific model to use
num_itemsintegerNumber of items/images
operationstringyesOperation: generate, edit, upscale, video
resolutionstringOutput resolution when supported by the selected image or video model

No output schema declared.

No examples provided.

finish_local_garment_upload ~85

Second step only for local garment images already prepared with prepare_local_garment_upload and uploaded to every returned target. Classify each upload_handle as a full/detail front/back/side asset. Do not use this for ChatGPT attachments or arbitrary public URLs.

NameTypeReqDescription
garmentsarrayyesGarments assembled from owned upload handles returned by prepare_local_garment_upload

No output schema declared.

No examples provided.

generate_avatar ~348

Generate reusable avatar/model references through the same creator path as the Uwear app. The default view is upper_body_front, a clean bust identity anchor. For a draft multi-view avatar, generate the bust first, pass its result URL in identity_reference_urls when generating each slot view, then save the chosen results together with save_generated_avatar. Traits are optional user-given facts and are never guessed. If the user wants help writing the person description, call build_avatar_prompt first only for that purpose; if the user's wording is already intentional, pass it directly here.

NameTypeReqDescription
age_rangestringOptional concrete age or age range. Never inferred.
avatar_idintegerOptional existing avatar whose anchor fixes identity for a slot view. Not required when identity_reference_urls are supplied.
buildstringOptional concrete physical build. Never inferred.
expressionstringExact expression instruction for a supported reference view. Replaces the configured neutral expression default.
height_cmintegerOptional height in centimeters. Never inferred.
identity_reference_urlsarrayPerson-image URLs that fix identity for a slot view. In a draft flow, pass the generated bust URL here before the avatar has been saved.
modelstringOptional image model slug or display name. Defaults to the cheapest active image generation model available to the account.
namestringOptional name to carry with the avatar generation
num_imagesintegerNumber of avatar candidate images to generate
promptstringyesDescription of the person to render as a reusable avatar reference
viewstringReference view to generate. Defaults to the upper-body identity anchor.

No output schema declared.

No examples provided.

get_art_direction ~32

Get a selectable ArtDirection by ID.

NameTypeReqDescription
art_direction_idintegeryesThe ArtDirection ID to retrieve

No output schema declared.

No examples provided.

get_art_direction_authoring_job ~107

Read an asynchronous ArtDirection authoring job. Poll the job ID returned by author_art_direction or iterate_art_direction until status is done or failed. A done job includes the authored markdown and, when save=true, the saved art_direction_id. Iteration jobs also expose their source ID, expected revision, and apply outcome. A failed job includes per-source status and safe failure reason.

NameTypeReqDescription
job_idintegeryesArtDirection authoring job ID returned by author_art_direction

No output schema declared.

No examples provided.

get_brief ~146

Load an existing persisted brief unchanged by a real positive brief_id. Only use when the user supplied that brief_id or after propose_brief/update_brief returned it and the user wants to re-open the same brief. Never use brief_id=0, a placeholder, or a guessed ID. Never use this to start a new photoshoot. When the user asks to modify, rewrite, add steps to, or show an adjusted brief, call update_brief with the complete updated brief instead of looping on get_brief.

NameTypeReqDescription
brief_idintegeryesReal persisted brief ID to load unchanged. Do not use 0, guessed IDs, or this tool for editing a visible brief.

No output schema declared.

No examples provided.

get_connection_identity ~48

Return the profile ID and active company ID used by this authenticated MCP connection. Use this before a paid operation when a release or audit must prove the connection is scoped to the intended Uwear account.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

get_garment ~30

Get a specific garment by ID.

NameTypeReqDescription
garment_idintegeryesThe garment ID to retrieve

No output schema declared.

No examples provided.

get_generation_results ~571

Look up generation results by exact IDs, filters, or hybrid image/name/SKU search. Returns labeled native ImageContent previews; use them directly and never Markdown-embed result URLs. They are display previews, not originals: url/download_url are originals, preview_url is the fallback link, and poster_url/thumbnail_url is a video poster. Every result includes generation_result_id and the response includes generation_result_ids; use those exact integers for queue_generation_result_qa/read_generation_result_qa or as durable generation_result command.source values in canonical edit, upscale, and video commands. Confirmation-gated clients use propose_brief(commands=[...], execute_immediately=true) when the user asked to run now, update_brief for a complete command replacement, or confirm_brief(execute=true) for a visible brief. Pass generation_result_id to fetch one result or generation_id to list a job's results. Returns raw payload when available so prior prompts can be recovered. Use start_date/end_date for requests like 'last week'.

NameTypeReqDescription
art_direction_idsarrayFilter results to images generated with these art directions
avatar_idsarrayFilter results to images generated with these avatars
clothing_item_idsarrayFilter results to images generated with these clothing items
decisionstringFilter by the unified result verdict.
decision_sourcestringFilter by the verdict source.
end_datestringFilter results created on or before this ISO date/datetime, e.g. 2026-04-27.
generation_idintegerFilter by parent generation ID (lists all result images from one generation job)
generation_result_idintegerLook up a single result image by its generation_result_id (the exact integer ID required by QA/edit/upscale/video tools). Returns that one result directly.
kindstringFilter by type: 'Image', 'Edit', 'Upscale', 'Video'
limitintegerNumber of items per page
location_idsarrayFilter results to images generated with these locations
model_idsarrayFilter results to images generated with these AI models
outfit_idsarrayFilter results to images generated with these outfits
pageintegerPage number for pagination
qa_statusesarrayFilter by QA statuses, e.g. pending, processing, completed, error.
querystringHybrid search across generated image content, originating item names, and SKUs.
start_datestringFilter results created on or after this ISO date/datetime, e.g. 2026-04-20.
tag_idsarrayFilter by tag IDs (results must have at least one)

No output schema declared.

No examples provided.

get_generation_status ~216

Check generation job status. Completed results may include labeled native ImageContent previews; use them directly and never Markdown-embed result URLs. They are display previews, not originals: url/download_url are originals, preview_url is the fallback link, and poster_url/thumbnail_url is a video poster. Returns status, raw payload, settings, avatar_id, model_id, model_slug, use_case, net credits_charged, credits_refunded, estimated_processing_seconds, and status_guidance. Failed jobs also return a safe error_message and error_type (user, transient, or provider). Status can remain Created while queued/preparing; avoid tight polling loops. UI 'Gemini Pro' maps to model_slug nano-banana-pro or nano_banana_pro_clothing.

NameTypeReqDescription
generation_idintegeryesThe generation ID to check. Returns raw payload, generation_setting, avatar_id, model_id, model_slug, and use_case. UI 'Gemini Pro' maps to model_slug nano-banana-pro or nano_banana_pro_clothing.

No output schema declared.

No examples provided.

get_items_by_tag ~114

Get all item IDs tagged with a specific tag, grouped by type. Use after list_tags for no-UI MCP requests like 'use my clothes tagged summer26'; then pass the resulting clothing_item IDs as garment_ids to propose_brief instead of opening request_user_context.

NameTypeReqDescription
item_typesarrayFilter to specific types: 'clothing_item', 'avatar', 'outfit', 'generation_result', 'location'. Omit to get all.
tag_idintegeryesTag ID to look up

No output schema declared.

No examples provided.

get_location ~31

Get a reusable location/scene reference by ID.

NameTypeReqDescription
location_idintegeryesThe location ID to retrieve

No output schema declared.

No examples provided.

get_outfit ~35

Get one saved outfit by ID, including its member garments.

NameTypeReqDescription
outfit_idintegeryesID of the outfit to retrieve

No output schema declared.

No examples provided.

get_template ~83

Load one canonical company template by ID or public t-xxxx share code. Pass expected_template_kind when the caller requires a generation_preset or batch_workflow.

NameTypeReqDescription
expected_template_kindOptional expected kind. A mismatch returns both expected and actual kinds.
share_codestringPublic t-xxxx share code
template_idintegerTemplate ID

No output schema declared.

No examples provided.

get_user_credits ~16

Get user's current credit balance.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

iterate_art_direction ~205

Queue feedback-driven revision of an existing ArtDirection without resending its markdown. Existing authoring references are included automatically. Use save=false for a reviewable draft, or save=true to update the same company ArtDirection with stale-edit protection. System ArtDirections support drafts only. Poll get_art_direction_authoring_job for the result.

NameTypeReqDescription
art_direction_idintegeryesExisting ArtDirection ID to revise
feedbackstringyesWhat the ArtDirection author should preserve, change, add, or remove
image_urlsarrayDraft-only new visual sources; use persistent attachments when save=true
namestringOptional rename request
reference_image_attachmentsarrayNew persistent authoring references to add alongside existing references
savebooleanFalse returns an unsaved revision draft; true updates this same company ArtDirection
sourcesarrayOptional new supported authoring sources such as text, public URLs, or uploaded files

No output schema declared.

No examples provided.

list_art_directions ~134

List selectable ArtDirections as compact summaries: visible system ArtDirections plus company ArtDirections. Use query to match exact names and natural-language creative requests. Use this as the catalog step before choosing an art_direction_id for a brief; if there is no clear match, fall back to the user's phrase as prompt/creative_context. Use get_art_direction for the full markdown document before reusing one in a brief.

NameTypeReqDescription
limitintegerNumber of compact ArtDirection summaries per page
pageintegerPage number for pagination
querystringHybrid search across saved ArtDirection names and creative content.

No output schema declared.

No examples provided.

list_avatars ~239

List the user's avatars: the reusable people who wear the garments, called 'models' or 'mannequins' in fashion terms (not the AI engines — for those, use list_models). Supports structured filters or query for hybrid name/metadata/image-attribute search. Set include_image_url=true when the avatar image itself is needed.

NameTypeReqDescription
avatar_idsarrayFilter to specific avatar IDs
end_datestringFilter: created on or before this date (ISO format)
include_image_urlbooleanSet true when you need to inspect or reuse the avatar/model image URL.
limitintegerNumber of items per page
pageintegerPage number for pagination
querystringHybrid search across avatar/model names, metadata, and visual attributes.
sortstringSort order: 'field:direction', e.g. 'created_at:desc'. Default: created_at:desc
start_datestringFilter: created on or after this date (ISO format)
tag_idsarrayFilter to avatars with any of these tags

No output schema declared.

No examples provided.

list_garments ~230

List user's garments with structured filters or query for hybrid name/SKU/metadata/image-attribute search.

NameTypeReqDescription
categoryarrayFilter to garments in any of these canonical categories
clothing_item_idsarrayFilter to specific garment IDs
end_datestringFilter: created on or before this date (ISO format)
include_image_urlbooleanSet true when the garment image itself is needed for visual display or reuse.
limitintegerNumber of items per page
pageintegerPage number for pagination
querystringHybrid search across garment names, SKUs, metadata, and visual attributes.
sortstringSort order: 'field:direction', e.g. 'created_at:desc', 'clothing_item_name:asc'. Default: created_at:desc
start_datestringFilter: created on or after this date (ISO format, e.g. '2025-06-01')
tag_idsarrayFilter to garments with any of these tags

No output schema declared.

No examples provided.

list_locations ~214

List reusable location/scene reference images by structured filters or query: IDs, tags, date range, and sort. Use when the user wants to pick a saved background/location reference for a generation.

NameTypeReqDescription
end_datestringFilter: created on or before this date (ISO format)
include_image_urlbooleanSet true when the location/reference image URL is needed for inspection or reuse.
limitintegerNumber of items per page
location_idsarrayFilter to specific location IDs
pageintegerPage number for pagination
querystringHybrid search across location names, metadata, and visual attributes.
sortstringSort order: 'field:direction', e.g. 'created_at:desc', 'location_name:asc'. Default: created_at:desc
start_datestringFilter: created on or after this date (ISO format)
tag_idsarrayFilter to locations with any of these tags

No output schema declared.

No examples provided.

list_models ~84

List available AI generation models (image, video, edit, upscale engines) by type, with credit costs, capability limits, and model-specific production guidance. These are the AI models that render photoshoots — not the human models/avatars; for those, use list_avatars.

NameTypeReqDescription
model_typestringyesType: generation, edit, upscale, video, backdrop

No output schema declared.

No examples provided.

list_outfits ~225

List user's outfits (saved garment combinations). Filter by garment IDs, active status, date range, or query against contained garments.

NameTypeReqDescription
clothing_item_idsarrayFilter to outfits containing any of these garments
end_datestringFilter: created on or before this date (ISO format)
is_activestringFilter by status: 'true', 'false', or 'both' (default: both)
limitintegerNumber of items per page
outfit_idsarrayFilter to specific outfit IDs
pageintegerPage number for pagination
querystringSearch outfit names and contained garments.
sortstringSort: 'field:direction'. Use 'latest_generation_at:desc' to surface recently generated outfits. Default: created_at:desc
sourcestringFilter by outfit source.
start_datestringFilter: created on or after this date (ISO format)
tag_idsarrayFilter to outfits with any of these tags

No output schema declared.

No examples provided.

list_tags ~74

List available tags for the user's company. Use this to resolve user-provided tag names like 'summer26' before selecting garments, outfits, models, files, generations, or locations. For no-UI MCP flows, find the tag ID here, then call get_items_by_tag or the relevant list_* tool with tag_ids.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

list_templates ~175

List canonical company templates, optionally filtered by kind, scope, command use case, or public t-xxxx share code. Templates persist canonical commands but do not execute generations. System templates named `Demo — …` are worked examples of the canonical command language; read one with `get_template` before authoring a first brief or workflow.

NameTypeReqDescription
catalog_scopeFilter by library or owner_only. Owner-only templates are hidden unless explicitly requested.
items_per_pageintegerNumber of templates per page
pageintegerPage number for pagination
share_codestringReturn the template assigned this public t-xxxx share code
template_kindFilter generation presets or read-only historical batch_workflow records
use_casestringFilter by a use_case present in any stored command

No output schema declared.

No examples provided.

mcp_add_context ~42

App-only: append items to the session-scoped Uwear Shoot Board.

NameTypeReqDescription
context_itemsarrayyesShoot Board items to append to the current list

No output schema declared.

No examples provided.

mcp_clear_context ~44

App-only: clear all session context items, or only one context type.

NameTypeReqDescription
typestringContext type to remove; omit to clear the entire Shoot Board

No output schema declared.

No examples provided.

mcp_export_montage ~132

App-only: export the user-confirmed montage clips as a stitched video. Spends credits, so it is hidden from host LLMs; the MCP iframe calls this after the user presses Export on the MontageProposal card. Returns the generation_id to poll via get_generation_status.

NameTypeReqDescription
aspect_ratiostringyesOutput video aspect ratio in W:H format
base_resolutionintegeryesOutput base resolution in pixels
clipsarrayyesOrdered generation-result clips to stitch into the montage
fit_modestringyesHow each clip fits the output frame: contain or cover

No output schema declared.

No examples provided.

mcp_generate_clip ~247

App-only: queue an image-to-video generation for a montage clip. Spends credits, so it is hidden from host LLMs; the montage editor calls this when the user presses Generate on a draft clip. Returns the generation_id to poll via get_generation_status.

NameTypeReqDescription
durationinteger|nullVideo duration in seconds; defaults to 5
generate_audioboolean|nullInclude audio in the delivered video. False delivers a silent file; fixed-audio providers are muted after generation at the same credits.
generation_result_idinteger|nullExisting generation result ID to use as the source image; provide exactly one source
image_urlstring|nullHTTPS source image URL; provide exactly one source
last_frame_urlstring|nullOptional final-frame image URL for supported video models
modelstringyesVideo model slug or supported model name
promptstring|nullOptional motion prompt for the video clip
resolutionstring|nullOptional output resolution; defaults to 480p
uploaded_file_idinteger|nullUploaded file ID to use as the source image; provide exactly one source

No output schema declared.

No examples provided.

mcp_get_context ~23

App-only: hydrate the session-scoped Uwear Shoot Board.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

mcp_list_files ~52

App-only: list uploaded files for the Uwear MCP workspace files tab.

NameTypeReqDescription
limitintegerMaximum number of uploaded files per page
pageintegerPage number for uploaded file results

No output schema declared.

No examples provided.

mcp_replace_context ~67

App-only: replace the session-scoped Uwear Shoot Board items.

NameTypeReqDescription
context_itemsarrayShoot Board items that replace the current list when context_state is omitted
context_stateobjectComplete Shoot Board state to sanitize and persist; takes precedence over context_items

No output schema declared.

No examples provided.

mcp_save_retouch ~146

App-only: save a user-edited image from the shared ImageDetail retouch editor as a child generation result. Hidden from host LLMs; the MCP iframe calls this after the user presses Save.

NameTypeReqDescription
file_namestring|nullOptional filename for the saved retouched image
image_base64stringyesRetouched image encoded as base64 or an image data URL
mime_typestring|nullOptional image MIME type; inferred from a data URL or defaults to image/png
operationsOptional retouch operation metadata stored with the child result
parent_generation_result_idintegeryesGeneration result ID of the original image

No output schema declared.

No examples provided.

prepare_local_garment_upload ~133

First step for garment images on the host's local filesystem, such as files in ~/Downloads. Use only when the host can read those local files and perform the returned direct multipart HTTP uploads, such as Codex. Include every returned form field and send the file bytes under the returned file_field. Never send a local path to Uwear. Do not use this for ChatGPT attachments or existing public URLs. After every upload succeeds, call finish_local_garment_upload with the returned upload handles.

NameTypeReqDescription
filesarrayyesLocal image metadata in a stable order. The local paths never leave the client.

No output schema declared.

No examples provided.

propose_brief ~579

Create a Uwear BriefProposal from canonical generation commands. Every commands[].input is the MCP-safe GenerationIntent fields; commands and immutable plans are persisted without translation. Supply a concrete model_slug for generate, edit, upscale, and video. Use durable command.source IDs for uploaded files or generation results, and reference_attachments for additional references. For video, attach available full back or side garment assets that the camera may reveal when capacity permits; having the asset uploaded is not enough. If the response contains video_garment_view_not_attached, explain its exact assets, node, and capacity, then follow its remediation. Never mix reference_attachments with img_ref_urls or append recommendations beyond remaining capacity. Set execute_immediately=true only when the user explicitly asks to run now. Include creative_context for photoshoots and explain the art direction after proposing. For changes to a visible brief, call update_brief with the complete replacement command list. Webhook callback configuration is API-only.

NameTypeReqDescription
commandsarrayyesCanonical generation commands. Each command contains the MCP-safe GenerationIntent fields and a durable source reference. Write each input.prompt as a compact positive scene description (setting, lig…
creative_contextstringRequired for photoshoot proposals and brief rewrites. Summarize the shoot-level creative approach that guided garment combos, avatars, prompts, and pipeline steps. By default prefer one cohesive art…
execute_immediatelybooleanSet true only when the user explicitly asks to prepare/create/generate/run the photoshoot without another review step. When true, Uwear persists the brief, confirms it, and executes it directly if cr…

No output schema declared.

No examples provided.

propose_montage ~413

ONLY for video montage/stitching/export workflows. Use when the user explicitly asks to create a montage, stitch clips, make a reel, export a video sequence, make video clips from images, or combine images/videos into one final video. Never use this for a photoshoot, lookbook, product shoot, collection shoot, outfit shoot, garment shoot, or image-generation request; those must use request_user_context followed by propose_brief/update_brief. Do not call this merely because selected context contains images, generations, garments, or models. A photoshoot may later feed a montage, but the photoshoot itself must be proposed as a BriefProposal first. PROPOSES the montage for user review — user can edit clips, generate missing videos, then export. Supports: existing videos with optional trim (`target_duration` or `start_time`/`end_time`), images that need video generation (specify video_model + a bespoke per-image motion prompt, and optionally `target_duration` or `duration`), per-clip speed/mute, global aspect ratio. If the user asks for clips to be e.g. '3 seconds each', set `target_duration: 3` on every item, including image items. For image items, avoid generic repeated prompts: tailor each prompt to the specific image and any requested zoom, movement, energy, or camera direction. If motion is not specified, inspect the image first with view_image and then write a fitting motion prompt from the image content before proposing. The user reviews and confirms in the UI. Export is free (0 credits); video generation clips cost credits per their model.

NameTypeReqDescription
aspect_ratiostringOutput aspect ratio (e.g. '9:16', '16:9', '1:1')
base_resolutionintegerOutput resolution height in pixels
itemsarrayyesOrdered list of montage items. Each is either an existing video or an image needing video generation. Min 1, max 10.

No output schema declared.

No examples provided.

propose_outfits ~109

Use Uwear's outfit proposer to create styled outfit combinations from selected garments. Returns candidate titles, clothing_item_ids, and short rationales; call create_outfit_from_garment_ids only after the user chooses a proposal to save.

NameTypeReqDescription
clothing_item_idsarrayyesAccessible clothing item IDs to combine into outfit proposals
instructionsstringOptional styling brief, occasion, season, constraints, or vibe
max_outfitsintegerMaximum number of outfit proposals to return

No output schema declared.

No examples provided.

queue_generation_result_qa ~234

Default tool for generation-result QA. Use this whenever the user asks to QA, quality check, validate, review, inspect for defects, approve/reject, or assess already-created generation results. Do not substitute view_image for QA unless the user explicitly asks for a manual visual critique instead of the official Uwear QA pipeline. First identify the numeric generation_result_ids, then call this tool, then call read_generation_result_qa for the same IDs. Queued or requeued QA costs 1 credit per generation result; already-completed QA rows are not charged again. QA is built for scale — validating large batches (hundreds or thousands of results). When the user is iterating on a handful of results one by one, do not queue QA on your own initiative; run it when the user asks for it or when operating at batch scale.

NameTypeReqDescription
generation_result_idsarrayyesGeneration result IDs to QA. Queued or requeued QA costs 1 credit per result.
max_qa_retriesintegerMaximum QA-triggered retry generations to allow. Retry generations can cost additional generation credits.

No output schema declared.

No examples provided.

Common questions

What is the Uwear MCP server?

Uwear is an MCP server listed in the public MCP registry as ai.uwear/uwear. AI photoshoot studio: garments, avatars, locations, and art direction. This page covers its hosted endpoint (https://api.uwear.ai/mcp).

Is the Uwear MCP server safe to use?

Uwear scores 89 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 Uwear MCP server expose?

Uwear exposes 66 tools: search_uwear_library, list_garments, get_garment, upload_garment_from_chat_file, upload_garment_from_public_url, and 61 more. Their descriptions and schemas cost roughly 13,666 tokens of context every time the server is loaded.

Does the Uwear MCP server require authentication?

Yes. Uwear asked us for credentials when we connected, so you will need to authorise it in your MCP client before it can do anything.

Is the Uwear MCP server still maintained?

Uwear is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.