Skip to main content
Glama

Server Details

Read-only fashion and beauty product search across popular online shops, any price, any language.

If you are the author of this connector, you can claim ownership by verifying the domain or GitHub account it belongs to. Claimed connector authors can inspect health checks, view analytics, and manage their listing.
Status
Healthy
Uptime
100.0% over 24 days
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A4.4/5.0

Scored across 1 tool

Disambiguation5/5

There is only one tool, so there is no possibility of an agent confusing it with another tool in this set. Its purpose (fashion product search) is stated unambiguously.

Naming Consistency5/5

The single tool name 'search_fashion_products' follows a clear verb_noun snake_case convention. With only one tool there are no competing conventions to create inconsistency.

Tool Count3/5

One tool is defensible for a pure search endpoint, but the surface is very thin for a full fashion search engine. It lands at the borderline of the 1-tool case rather than being a well-rounded toolset.

Completeness3/5

Search is covered, and the description claims natural-language handling of occasion, budget and category, so core lookup works. However, obvious adjacent operations are absent: no product-detail retrieval by ID, no category/brand browsing or filtered listing, and no follow-up on a returned result, leaving agents with a single entry point and no lifecycle coverage. This is a notable gap, though the search tool itself avoids hard dead ends by returning links.

Available Tools

1 tool
search_fashion_productsSearch minxa fashionA
Read-onlyIdempotent
Inspect

Search minxa, a fashion search engine, for clothes, shoes, bags, jewelry, accessories and beauty products across a broad selection of popular online shops at every price point. Describe what the person wants in plain words, in any language: the occasion, place, weather, look or budget is enough, e.g. 'something to wear to a beach wedding in Mexico' with max_price_usd 200. Returns up to 10 products with photo, price (in the shop's currency), brand, shop and a link to each product's page on minxa.com, plus a link to all results on minxa.com. minxa covers clothes, shoes, bags, jewelry, accessories and beauty products only, so do not call it for anything else.

NameRequiredDescriptionDefault
limitNoHow many products to return (1-10).
queryYesWhat the person wants, in plain words and in any language: the item itself, or the occasion, place, weather, look and budget it is for (e.g. 'something to wear to a beach wedding in Mexico'), plus any colour, material or brand.
genderNoWhose clothes: women (minxa's default), men, or girls / boys for kids. Set it from the request: "men's linen shirts" is men, "something for my daughter" is girls; leave it out when the request doesn't say whose. Left out, minxa searches women's unless the words say whose, as minxa.com does; the answer's gender is the one searched.women
max_price_usdNoHighest price in US dollars. When set, items the shop prices in another currency are left out.

Output Schema

NameRequiredDescription
itemsYes
queryYes
genderYes
fallbackNoPresent only when the full search was busy and these are the newest items in the category the query names.
no_matchNoPresent only when nothing minxa has matches the request: it is not a fashion or beauty product.
disclosureYesHow minxa is paid (null when nothing matched).
max_price_usdYes
total_matchesYesCards minxa.com shows for this search (each colour is a card).
minxa_search_urlYesAll results for this search on minxa.com (null when nothing matched).

TDQS

A4.6/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, idempotent, non-destructive, closed-world, so the safety profile is covered. The description adds real behavioral context beyond that: return count cap (up to 10) and, notably, the non-obvious rule that setting max_price_usd drops items priced in other currencies, plus the gender defaulting behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with scope, then guidance, then return format, then the exclusion — a sensible order. Slightly verbose: the product-category list is repeated verbatim in the first and last sentences, which is redundant but not harmful.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be documented, yet the description still summarizes the payload (photo, price, brand, shop, product link). Combined with usage examples, exclusions, and the currency caveat, an agent has everything needed to invoke this correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3. The description goes further by demonstrating how query and max_price_usd combine in a real call and by explaining the gender default semantics ('left out, minxa searches women's unless the words say whose'), which clarifies intent rather than restating the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (Search) and resource (minxa fashion search engine) and enumerates the exact catalog scope: clothes, shoes, bags, jewelry, accessories, beauty. The closing sentence explicitly bounds the domain, so an agent knows precisely what this tool does and does not cover.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives explicit when-to-use guidance with a concrete example ('something to wear to a beach wedding in Mexico' with max_price_usd 200) and an explicit when-not-to-use exclusion ('minxa covers ... only, so do not call it for anything else'). No siblings exist, so no alternative routing is needed.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Changedsearch_fashion_products1 field changed
      • changedInput schema / properties / query / description
        Previous value: -"What the person wants, in plain words and in any language: the item, colour, material, style, occasion, brand."New value: +"What the person wants, in plain words and in any language: the item itself, or the occasion, place, weather, look and budget it is for (e.g. 'something to wear to a beach wedding in Mexico'), plus any colour, material or brand."
  2. 1 tool update
    • Changedsearch_fashion_products9 fields changed
      • changedInput schema / properties / gender / description
        Previous value: -"Whose clothes: women (minxa's default), men, or girls / boys for kids. Set it from the request: \"men's linen shirts\" is men, \"something for my daughter\" is girls; leave it out when the request doesn't say whose."New value: +"Whose clothes: women (minxa's default), men, or girls / boys for kids. Set it from the request: \"men's linen shirts\" is men, \"something for my daughter\" is girls; leave it out when the request doesn't say whose. Left out, minxa searches women's unless the words say whose, as minxa.com does; the answer's gender is the one searched."
      • changedInput schema / properties / query / description
        Previous value: -"What the person wants, in plain words: the item, colour, material, style, occasion, brand."New value: +"What the person wants, in plain words and in any language: the item, colour, material, style, occasion, brand."
      • addedOutput schema / properties / disclosure / anyOf
        Added value: +[
        +  {
        +    "type": "string"
        +  },
        +  {
        +    "type": "null"
        +  }
        +]
      • changedOutput schema / properties / disclosure / description
        Previous value: -"How minxa is paid."New value: +"How minxa is paid (null when nothing matched)."
      • removedOutput schema / properties / disclosure / type
        Removed value: -"string"
      • addedOutput schema / properties / minxa_search_url / anyOf
        Added value: +[
        +  {
        +    "type": "string"
        +  },
        +  {
        +    "type": "null"
        +  }
        +]
      • changedOutput schema / properties / minxa_search_url / description
        Previous value: -"All results for this search on minxa.com."New value: +"All results for this search on minxa.com (null when nothing matched)."
      • removedOutput schema / properties / minxa_search_url / type
        Removed value: -"string"
      • addedOutput schema / properties / no_match
        Added value: +{
        +  "description": "Present only when nothing minxa has matches the request: it is not a fashion or beauty product.",
        +  "enum": [
        +    "outside_fashion_beauty"
        +  ],
        +  "type": "string"
        +}
  3. 1 tool update
    • First observedsearch_fashion_products

Related MCP Connectors

Related MCP Servers

  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to search a catalog of roughly 960,000 fashion products across about 10,000 Iranian online and Instagram shops, comparing prices and discounts, checking per-color and per-size stock, browsing categories and curated listings, and finding similar items at other shops. It also lets agents assess shop trust signals such as ratings and buyer surveys, surface flash sales and discount codes, and read blog style guides, all read-only with no login or ordering.
    14
    153 PyPI
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables searching Vinted marketplaces for second-hand listings and reading detailed item information, read-only, without buying or contacting sellers.
    1
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables product search, price comparison, and price history analysis across 6 European marketplaces (DE, AT, GB, FR, IT, ES).
    23
    MIT
Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources