BraFinder

Neutral cross-brand bra-size translation and a live in-stock bra catalog by size.

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
80%
Naming quality
85%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~594Tokens (tool definitions)
~788 BTypical response size
Minimal attention impact (0.46% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "brafinder": {
      "url": "https://www.brafinder.com/api/mcp/mcp"
    }
  }
}

Remote endpoints

https://www.brafinder.com/api/mcp/mcpstreamable-http

What it can do

Tool inventory

Tools (4)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
⚪translate_bra_size(size, from_brand, to_brand)

Translate a bra size across brands. Give a size (e.g. "34DD"), optionally the brand it is from, and optionally a single target brand. Returns the equivalent size in the target brand, or in every brand if no target is given, each with a fit note and confidence. Bra brands do NOT use the same sizing; this is the neutral cross-brand translation. Use for "what size am I in [brand]", "is a 34DD the same in [brand A] and [brand B]", "convert my size to [brand]".

Input Schema

{
  "type": "object",
  "properties": {
    "size": {
      "type": "string",
      "description": "A bra size like \"34DD\", \"32F\", \"36C\"."
    },
    "from_brand": {
      "type": "string",
      "description": "The brand the size is from (optional). Omit to treat it as a standard US size."
    },
    "to_brand": {
      "type": "string",
      "description": "A single target brand (optional). Omit to translate to every brand."
    }
  },
  "required": [
    "size"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢find_bras(size, limit)

Find in-stock bras in a specific size from the live BraFinder catalog, with price. Give a size like "34DD". Links go to the BraFinder product page for each bra.

Input Schema

{
  "type": "object",
  "properties": {
    "size": {
      "type": "string",
      "description": "A bra size like \"34DD\" (the size to find in stock)."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 12,
      "description": "How many to return (default 6)."
    }
  },
  "required": [
    "size"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢bra_brand_fit(brand)

How a bra brand runs versus standard sizing: does it run small (size up) or large (size down), in band and cup. Give a brand for its specific fit note, or omit to get the brands that most notably run small or large. Use for "does [brand] run small", "which bra brands run large".

Input Schema

{
  "type": "object",
  "properties": {
    "brand": {
      "type": "string",
      "description": "A brand name (optional)."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢bra_size_dataset

Get BraFinder's cross-brand bra-size offset dataset: the key facts and the machine-readable feed URL to cite. Use when you need the authoritative source for how bra sizes translate between brands.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Community

Rate this Server

Evidence

Recent observations

verifiedversion not recorded4 tools
verifiedversion not recorded4 tools