# BraFinder (remote · www.brafinder.com)

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

- Trust score: 64/100 (medium)
- Change this week: +5
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `www.brafinder.com`: 64/100 (this document), [markdown](https://verifymcp.io/servers/fenrici1-brafinder/api-mcp-mcp.md), [page](https://verifymcp.io/servers/fenrici1-brafinder/api-mcp-mcp)

## Channel facts

- Endpoint: `https://www.brafinder.com/api/mcp/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 4 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 49/100
  - 0% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 423 tokens (~84/item across 5 items; 4 tools + 1 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http fenrici1-brafinder https://www.brafinder.com/api/mcp/mcp
```

### Codex

```toml
[mcp_servers.fenrici1-brafinder]
url = "https://www.brafinder.com/api/mcp/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "fenrici1-brafinder": {
      "type": "remote",
      "url": "https://www.brafinder.com/api/mcp/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add fenrici1-brafinder --url https://www.brafinder.com/api/mcp/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  fenrici1-brafinder:
    url: "https://www.brafinder.com/api/mcp/mcp"
```

### Other

```json
{
  "mcpServers": {
    "fenrici1-brafinder": {
      "type": "http",
      "url": "https://www.brafinder.com/api/mcp/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 64, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 63, +2)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 61, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 60, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 59, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 58)

First indexed and scored.

## MCP tools (4)

### `translate_bra_size` (~195 tokens)

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 parameters:

- `from_brand` (string): The brand the size is from (optional). Omit to treat it as a standard US size.
- `size` (string, required): A bra size like "34DD", "32F", "36C".
- `to_brand` (string): A single target brand (optional). Omit to translate to every brand.

### `find_bras` (~84 tokens)

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 parameters:

- `limit` (integer): How many to return (default 6).
- `size` (string, required): A bra size like "34DD" (the size to find in stock).

### `bra_brand_fit` (~89 tokens)

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 parameters:

- `brand` (string): A brand name (optional).

### `bra_size_dataset` (~47 tokens)

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.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/fenrici1-brafinder/api-mcp-mcp#diagnostics

## Score history

- 2026-08-03: 64
- 2026-08-02: 63
- 2026-08-01: 63
- 2026-07-31: 63
- 2026-07-30: 61
- 2026-07-29: 60
- 2026-07-28: 59
- 2026-07-27: 59
- 2026-07-26: 58

## Links

- Remote endpoint: https://www.brafinder.com/api/mcp/mcp
- Repository: https://github.com/WiscAI-Inc/finder-health
- Changelog RSS feed: https://verifymcp.io/servers/fenrici1-brafinder/api-mcp-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/fenrici1-brafinder/api-mcp-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/fenrici1-brafinder/api-mcp-mcp