# Brandloupe Index

> Weekly data on 600k+ Shopify stores: launches, best sellers, prices, apps and similar stores.

- name: com.brandloupe/brandloupe
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 83/100 flags: no-repository
- quality: 81/100 (new)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.brandloupe%2Fbrandloupe
- tools: https://api.protogrid.dev/v1/servers/com.brandloupe%2Fbrandloupe/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "brandloupe": {
      "type": "http",
      "url": "https://api.brandloupe.com/api/mcp/"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% +updated-5d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 81/100 (new)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 86 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 4 of 4 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: find_stores (destructiveHint, idempotentHint); technology_usage (destructiveHint, idempotentHint); lookup_store (destructiveHint, idempotentHint); …
- pass `tools.token_cost`: about 803 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`: tool history recorded for 4 of the 7 days needed

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 4, about 803 tokens to load them all
- tool set hash: d5865fdf9f188a2969d60b38723dee16
- badge: [![protogrid quality](https://protogrid.dev/badge/com.brandloupe/brandloupe.svg)](https://protogrid.dev/servers/com.brandloupe/brandloupe)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://api.brandloupe.com/api/mcp/ (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (4)

- `find_stores`: Up to 10 live Shopify stores matching filters (category, country, apps they run or lack, pixels, theme), sorted by popularity, estimated US visits, recent launches or catalog size.
- `lookup_store`: One Shopify store's profile from the latest crawl: newest products, best sellers, price range, catalog, apps, theme, pixels, estimated US traffic and similar stores (competitors).
- `technology_usage`: How many live Shopify stores run an app, theme or pixel, its share of its category, top countries, apps used with it and the most visited stores running it. Slugs: app key with hyphens (judge-me), theme name + '-theme' (dawn-theme), pixel key (meta).
- `weekly_changes`: Totals and examples from the latest weekly crawl compared with the previous one: product launches, price drops of 10% or more, new discounts, best-seller climbs and apps stores added. Optionally for one category or country.