Koskamo

BraFinder MCP

BraFinder MCP provides tools for cross-brand bra size translation, live in-stock bra searching by size, brand fit analysis, and access to the underlying sizing dataset. It enables agents to perform accurate size conversions and find available products across multiple retailers.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

BraFinder MCP logo, by Innovative Apparel System / Fenrici BrandsCommunity listingStreamable HTTPNo sign-inEndpoint checked 2026-11-07Published by Innovative Apparel System / Fenrici Brands
MCP endpoint (Streamable HTTP)
https://www.brafinder.com/api/mcp/mcp
Vendor documentation

What its tools do

4 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Not annotated (4)

4 of 4 have a description · 0 of 4 declare behavior hints · 3 of 3 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Translate bra size from one brand to equivalents in other brands
  • Find live in-stock bras for a specific size
  • Determine which brands run small or large
  • Access citable bra size offset facts and dataset

Source and maintenance

Community listingRegistry 1.0.0
mcp-registry: io.github.fenrici1/brafinder@1.0.0Source repository
Maintenance checked

Protocol and capabilities

Server
BraFinder 1.0.0
MCP protocol negotiated in check
2025-11-25
Tools
4 advertised
Resources
1 advertised
Resource templates
0 advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": true
  },
  "resources": {
    "listChanged": true
  }
}

Tools

4 advertised

translate_bra_size
Advertised by the server during the last successful anonymous check.

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]".

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

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.

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

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".

bra_brand_fit input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "brand": {
      "type": "string",
      "description": "A brand name (optional)."
    }
  },
  "additionalProperties": false
}
bra_size_dataset
Advertised by the server during the last successful anonymous check.

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.

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

Prompts

Not advertised

No prompt definitions available.

Resources

1 advertised

brafinder-size-widget

Advertised by the server during the last successful anonymous check.

brafinder-size-widget URI
ui://widget/brafinder-size.html

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
1104 ms
95th percentile latency
1104 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 1104 ms · metadata changed · 4 tool(s), 1 resource(s), 0 resource template(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http brafinder-mcp https://www.brafinder.com/api/mcp/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add brafinder-mcp --url https://www.brafinder.com/api/mcp/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable brafinder-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "brafinder-mcp": {
      "url": "https://www.brafinder.com/api/mcp/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "brafinder-mcp": {
      "type": "streamableHttp",
      "url": "https://www.brafinder.com/api/mcp/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start brafinder-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "brafinder-mcp": {
      "type": "http",
      "url": "https://www.brafinder.com/api/mcp/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http brafinder-mcp https://www.brafinder.com/api/mcp/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://www.brafinder.com/api/mcp/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "brafinder-mcp": {
      "serverUrl": "https://www.brafinder.com/api/mcp/mcp"
    }
  }
}

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