Skip to content
Style Look Lab logo

Style Look Lab MCP server

Which servers in the official MCP registry are Style Look Lab's own, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-17

← Back to Style Look Lab

Whose server it is
  • Registry namecom.stylelooklab/hairstyle-recommenderverified in the MCP registry

The registry name sits under stylelooklab.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-17
  • Stateanswerschecked 2026-10-17
  • Tools1
  • Server calls itselfStyle Look Lab
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-10-17 the server answered initialize and tools/list without a sign-in. First answer in 470 ms.

Measured dailydaily checks: 2, the first on 2026-10-19
  • Answeredmeasuring2 of the 7 daily checks it takes to print a share
  • Median first answer148 ms
  • Space in an agent's context≈ 237 tokensthe definitions of all its tools (1), which an agent carries on every turn
  • Tool definitionsB · 83 of 100
  • Not saying whether it only reads or can destroy: 1 of 1

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The state of vendors' MCP servers: method and numbers →

Tools it offers1 tools · read 2026-10-17
  • recommend_hairstyles

    Recommend up to 4 curated hairstyles that suit a face shape, from the Style Look Lab hairstyle library. Each result has a name, a short description, a link to try the hairstyle on your own photo, and (when available) a link to the full…

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "hairstyle-recommender": {
      "type": "http",
      "url": "https://stylelooklab.com/api/mcp"
    }
  }
}

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.