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BraFinder

R0· no sign-in

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

v1.0.0 · active · repository · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust83of 100
Uptime, 30 days100%
Latency p50330 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "brafinder": {
      "type": "http",
      "url": "https://www.brafinder.com/api/mcp/mcp"
    }
  }
}
claude mcp add --transport http brafinder https://www.brafinder.com/api/mcp/mcp
[mcp_servers.brafinder]
url = "https://www.brafinder.com/api/mcp/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "brafinder": {
      "type": "remote",
      "url": "https://www.brafinder.com/api/mcp/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "brafinder": {
      "type": "http",
      "url": "https://www.brafinder.com/api/mcp/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=brafinder&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vd3d3LmJyYWZpbmRlci5jb20vYXBpL21jcC9tY3AifQ%3D%3D"
}
{
  "servers": {
    "brafinder": {
      "type": "http",
      "url": "https://www.brafinder.com/api/mcp/mcp"
    }
  }
}
{
  "mcpServers": {
    "brafinder": {
      "httpUrl": "https://www.brafinder.com/api/mcp/mcp"
    }
  }
}
extensions:
  "brafinder":
    enabled: true
    name: "brafinder"
    type: streamable_http
    uri: "https://www.brafinder.com/api/mcp/mcp"
    timeout: 300

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: find_bras (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); bra_brand_fit (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); bra_size_dataset (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 555 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

4 tools, about 555 tokens to load them all · tool set f65af73e5827 · checked 2026-10-19 10:20 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 83 / 100

provenance65
liveness100
freshness65
hygiene100

+repository +reachable +uptime-100% ~updated-100d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://www.brafinder.com/api/mcp/mcp streamable-httpnoneyes100%330 ms2025-11-252026-10-19

Tools (4)

bra_brand_fitHow 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_size_datasetGet 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.
find_brasFind 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.
translate_bra_sizeTranslate 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]".

Schemas: list_tools.

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Official server.json
{
  "name": "io.github.fenrici1/brafinder",
  "title": "BraFinder",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://www.brafinder.com/api/mcp/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/WiscAI-Inc/finder-health",
    "source": "github"
  },
  "description": "Neutral cross-brand bra-size translation and a live in-stock bra catalog by size."
}