Brandloupe Index
Weekly data on 600k+ Shopify stores: launches, best sellers, prices, apps and similar stores.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
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": {
"brandloupe": {
"url": "https://api.brandloupe.com/api/mcp/"
}
}
}Remote endpoints
https://api.brandloupe.com/api/mcp/streamable-httpWhat it can do
Tool inventory
Tools (4)
🟢lookup_store(domain)
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).
Input Schema
{
"type": "object",
"properties": {
"domain": {
"type": "string",
"description": "Store domain, e.g. gymshark.com"
}
},
"required": [
"domain"
]
}🟢weekly_changes(category, country)
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.
Input Schema
{
"type": "object",
"properties": {
"category": {
"type": "string",
"description": "Store category key, e.g. fashion, beauty, home, health, food-drink, pets"
},
"country": {
"type": "string",
"description": "Two-letter country code of the store's business address, e.g. US"
}
}
}🟢find_stores(category, country, app, no_app, pixel, ...)
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.
Input Schema
{
"type": "object",
"properties": {
"category": {
"type": "string",
"description": "Store category key, e.g. fashion, beauty, home, health, food-drink, pets"
},
"country": {
"type": "string",
"description": "Two-letter country code of the store's business address, e.g. US"
},
"app": {
"type": "string",
"description": "Comma-separated app keys the store runs (all of them, max 5). Keys by category: Email & SMS marketing: klaviyo, attentive, postscript, omnisend, privy; Pop-ups & conversion: justuno; Product reviews: judge_me, okendo, yotpo, loox, stamped, trustpilot, reviews_io; Customer support: gorgias, tidio; Subscriptions: recharge; Upsell & personalization: rebuy; Price & A/B testing: intelligems; Returns & shipping: loop_returns, aftership, route; Buy now, pay later: afterpay, klarna, affirm, shop_pay_installments; Analytics: hotjar, lucky_orange; Analytics & attribution: triple_whale, elevar; Wishlists: swym_wishlist; Loyalty & rewards: rivo_loyalty, smile_loyalty, yotpo_loyalty; Page builders: shogun, pagefly, gempages, replo, zipify; Translation: langify, weglot; Cross-border commerce: global_e"
},
"no_app": {
"type": "string",
"description": "Comma-separated app keys the store runs none of (max 10), e.g. all of a category's keys for 'no reviews app'"
},
"pixel": {
"type": "string",
"description": "Comma-separated pixel keys the store runs: meta, tiktok, google_ads, google_analytics, pinterest, snapchat, microsoft_ads, reddit, northbeam, rakuten"
},
"no_pixel": {
"type": "string",
"description": "Comma-separated pixel keys the store runs none of"
},
"theme": {
"type": "string",
"description": "Theme name, e.g. Dawn"
},
"sort": {
"type": "string",
"enum": [
"popularity",
"visits",
"launches",
"newest",
"products"
]
}
}
}🟢technology_usage(slug)
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).
Input Schema
{
"type": "object",
"properties": {
"slug": {
"type": "string"
}
},
"required": [
"slug"
]
}Community
Evidence