# Outfitmaker Outfit Assistant MCP server

Source: https://glimind.com/server/mcp-registry%2Fai.outfitmaker%2Foutfit-assistant
Registry id: `mcp-registry/ai.outfitmaker/outfit-assistant`
Status: auth-required (checked 2026-10-26T23:12:08.564Z)

## Verdict

Outfitmaker Outfit Assistant MCP server answered 100% of Glimind's liveness checks over 30 days, better than 42% of MCP servers, with 2503 ms median handshake and 0 outages in 90 days. Its agent-readiness grade is A (94/100) across 3 tools, costing an agent about 558 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 100% | 42% of MCP servers |
| Median handshake latency | 2503 ms | 2% of MCP servers |
| p95 handshake latency | 4395 ms | — |
| Checks in 30 days | 1,071 | — |
| Outages, 90 days | 0 | — |
| Median recovery | — | — |
| Agent-readiness score | 94/100 (A) | 78% of MCP servers |
| Tools | 3 | — |
| Tool-list size for an agent | ~558 tokens | 87% of MCP servers |
| Days observed | 29 | — |

## Install

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

Claude Code:

```sh
claude mcp add --transport http outfitmaker-outfit-assistant-mcp-server https://outfitmaker.ai/mcp/wardrobe
```

## 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, p

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.