mcpbeat Sign in

Outfit Assistant MCP Server

by outfitmaker Your server? Claim it
answering

Outfit Assistant is answering right now. Last checked 7 min ago. It exposes 3 tools. Last commit 16 Sep 2026.

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

Uptime history 50 days of history · worst day 97%
50 days agonow
99.5%
Uptime 24h
181 of 182 checks
3
Tools
read from the server
405 ms
Response time
average over 24h
0
Stars
last commit 16 Sep 2026

What changed 1

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 28 September 2026. No other catalogue keeps this.

28 Sep a tool changed version

Outfit Assistant missed one check this week

Everything else answered, so this is steady rather than shaky. We check every 15 minutes, which is how a one-off gets told apart from the start of a pattern, and how you hear about the next one within the hour instead of from your users.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 7 min ago.

run in your terminal
claude mcp add outfit-assistant --transport http https://outfitmaker.ai/mcp
Settings → Connectors → Add custom connector, then paste this address
https://outfitmaker.ai/mcp
~/.codex/config.toml
[mcp_servers.outfit-assistant]
url = "https://outfitmaker.ai/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "outfit-assistant": {
      "url": "https://outfitmaker.ai/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "outfit-assistant": {
      "type": "http",
      "url": "https://outfitmaker.ai/mcp"
    }
  }
}

This endpoint answered with an authorization challenge. The server is running, and it signs you in through your browser: there is no API key to paste.

This server publishes 1 more address. The block above uses the one we reach during checks; the full list is under Endpoints below, and the author may intend a particular one for your client.

Available tools 3

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

about
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
suggest_outfit
Get curated outfit formulas for an occasion and weather. Occasions: casual, school, work, date, party, friends, formal.
what
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.

Endpoints

URLTransportStateLatencyChecked
https://outfitmaker.ai/mcp streamable-http answering 371 ms 7 min ago
https://outfitmaker.ai/mcp/wardrobe streamable-http sign-in 420 ms 9 min ago

Alternatives to Outfit Assistant

same job, measured the same way
AIMEAT
by aimeat

Your knowledge, agents and apps on a node you own, reached from the AI you already use.

answering
Moonlauncher
by moonlauncher

Prepare pump.fun token launches from your AI agent. You review and sign each one in your own wallet.

5 tools answering
Local Commander
by localcmd

Give your AI hands on every computer you own. One chat, all your machines — even from your phone.

answering
Shorty AI Video Editor
by shortyedit

Edit your own clips into finished short-form videos from a brief or a reference video.

answering
whatsapi.sh
by whatsapi

Send WhatsApp messages from your own numbers, read and answer chats, and send sign-in codes.

answering
Shop Your Color Season
by shopyourcolorseason

Find clothes in your colour season (seasonal colour analysis) from shops in your country.

4 tools answering
AgentX
by agentxhq

Cloud console for a fleet of AI coding agents running on your own machines. OAuth.

answering
Samautomation Video
by smrht

Render an MP4 from your own images, clips, voice-over and timed captions. JSON to video.

answering

Outfit Assistant — questions

Answers built from our own checks of this server.

What can Outfit Assistant do?
It exposes 3 tools, read directly from the server on our last check. Among them: about_outfitmaker, suggest_outfit, what_to_wear_today. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is Outfit Assistant working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 181 of 182 checks got a reply (99.5%), average response time 405 ms. The bar chart above shows every period we have measured.
How do I connect Outfit Assistant?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address. You sign in through your browser once and the client keeps the session: no key to copy, and it refuses anonymous clients.
How do you sign in to Outfit Assistant?
No API key is involved. Outfit Assistant answers our knock with an OAuth challenge, so you authorise it once in your browser and the client keeps the session. That is also why we see no tool list: it will not describe itself to an anonymous client, and that is the server working as intended, not a fault.
How fast is Outfit Assistant?
It answers our handshake in 405 ms on average, which is faster than 32% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is Outfit Assistant open source?
The code is open source: it is published under the MIT licence, written in Dockerfile, 0 stars on GitHub and 2 open issues. The licence covers the code in the repository, not the hosted service at outfitmaker.ai, which runs on its operator's own terms.