# ai.outfitmaker/outfit-assistant

> Your own closet in your AI: outfits from clothes you own, rendered on a model inline.

- name: ai.outfitmaker/outfit-assistant
- version: 2.0.0
- connection class: R0 (autonomous)
- trust: 96/100
- quality: 89/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/ai.outfitmaker%2Foutfit-assistant
- tools: https://api.protogrid.dev/v1/servers/ai.outfitmaker%2Foutfit-assistant/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "outfit-assistant": {
      "type": "http",
      "url": "https://outfitmaker.ai/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 100
- freshness: 100
- provenance: 85
- drivers: +repository +dns-namespace +website +reachable +uptime-100% +updated-17d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 89/100 (good)

### protocol: 88 (weight 25)

- pass `protocol.modern`: supports 2026-07-28 (server/discover)
- pass `protocol.stateless`: answers without a session
- pass `protocol.transport`: streamable HTTP
- warn `protocol.list_ttl`: tools/list declares ttlMs 0, so clients re-fetch it on every use

### authorization: 83 (weight 15)

- pass `auth.prm`: Protected Resource Metadata (RFC 9728) published
- pass `auth.as_metadata`: authorization server metadata reachable
- warn `auth.cimd`: only Dynamic Client Registration, deprecated in 2026-07-28 in favour of CIMD
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 3 of 3 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 536 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 75 (weight 15)

- warn `stability.changes`: 6 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 3, about 536 tokens to load them all
- tool set hash: 9d8fb8db0eee8926090dc68733caee93
- tools last changed: 2026-10-17T19:47:38.699Z
- badge: [![protogrid quality](https://protogrid.dev/badge/ai.outfitmaker/outfit-assistant.svg)](https://protogrid.dev/servers/ai.outfitmaker/outfit-assistant)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-17 `about_outfitmaker` changed (annotations)
- 2026-10-17 `suggest_outfit` changed (annotations)
- 2026-10-17 `what_to_wear_today` changed (annotations)
- 2026-10-05 `about_outfitmaker` changed (title)
- 2026-10-05 `suggest_outfit` changed (title)
- 2026-10-05 `what_to_wear_today` changed (title)

Full history: https://api.protogrid.dev/v1/servers/ai.outfitmaker%2Foutfit-assistant/changes

## Remotes

- https://outfitmaker.ai/mcp/wardrobe (streamable-http, auth oauth2, reachable true, uptime30d 1)
- https://outfitmaker.ai/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (3)

- `about_outfitmaker`: What OutfitMaker is and what connecting your own closet unlocks (AI outfits from your real clothes, daily weather-aware looks, on-model previews).
- `suggest_outfit`: Get curated outfit formulas for an occasion and weather. Occasions: casual, school, work, date, party, friends, formal.
- `what_to_wear_today`: Get a weather-aware outfit suggestion for today or tomorrow. Provide a city for live weather and forecast; optionally an occasion (casual, school, work, date, party, friends, formal). Asked in the evening? Use day=tomorrow — that's what people dress for.