First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, leaks. 26 tools.
Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"com-profitpather-analytics": {
"command": "<see-readme>",
"args": []
}
}
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Profitpather is a first-party, unsampled analytics layer for Shopify stores. This is its public Model Context Protocol server — 26 tools that give AI agents live, raw, every-event access to merchant traffic, attribution, funnels, and revenue-leak diagnostics.
No automated test available for this server. Check the GitHub README for setup instructions.
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No known CVEs.
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Profitpather is a first-party, unsampled analytics layer for Shopify stores. This is its public Model Context Protocol server — 26 tools that give AI agents live, raw, every-event access to merchant traffic, attribution, funnels, and revenue-leak diagnostics.
com.profitpather/analytics (DNS-verified via profitpather.com)https://profitpather.com/mcp2025-11-25 · 2025-06-18 · 2025-03-26 · 2024-11-05)| Alternative | Limitation Profitpather solves |
|---|---|
| GA4 / Shopify Reports | Aggressively sampled, third-party-cookie dependent, drops UTMs across the Shopify cross-domain checkout — designed to feed Google Ads, not to answer "where did this cart actually start?" |
| Meta / TikTok / Google Ads dashboards | Self-reported clicks, regularly over-attribute, can't see on-domain behaviour |
| Triple Whale / Northbeam / Polar ($150–$1,500/mo) | Closed paid suites, not Claude-native, not MCP-accessible |
| Heap / Mixpanel / Amplitude | Generic product analytics — don't understand Shopify cart-goal logic, pre-cart paths, checkout linkage, store-domain attribution |
Profitpather is unsampled, first-party, Shopify-native, and agent-native by design — analyse in chat, ship fixes from chat.
Headline tools (the ones agents reach for first):
| Tool | Purpose |
|---|---|
pp_list_domains | List every Shopify domain this account can query. Call first. |
pp_brief | One-call first look — overview + acquisition + device + pixel-status in parallel, with a pre-formatted markdown presentation. |
pp_diagnose_leaks | Revenue-leak finder. Aggregates 8 analyses into a prioritised recommendations[] array. |
pp_overview | Top-level KPIs for one window: sessions, cart rate, checkout rate, top sources, top landing pages. |
pp_acquisition | Full attribution matrix — every (source, medium, campaign, utm, click-id) combo with revenue, AOV, conversion rates. |
pp_conversion | Funnel + pre-cart paths + checkout economics broken down by stage. |
pp_path_analysis | Page-to-page flows with cart-rate weighting; finds dead-end transitions. |
pp_markov | Markov-chain attribution model across multi-touch journeys. |
pp_in_app_browser_loss | Revenue at risk from in-app browsers (Instagram, TikTok, Facebook). |
pp_session_trace | Full per-session event timeline for a single visitor. |
pp_pixel_status | Pixel health & coverage check. |
pp_compare_periods | Period-over-period comparison with statistical significance. |
pp_ai_insights | LLM-summarised insights pre-computed nightly. |
pp_signals | All measured behavioural signals on a domain. |
Plus 12 more covering device splits, page-lift attribution, product analytics, search, timeseries, real-time today-view, change log, admin status, etc.
Full per-tool schemas at: profitpather.com/.well-known/agent-skills/index.json
{
"mcpServers": {
"profitpather": {
"url": "https://profitpather.com/mcp"
}
}
}
Restart the client. On first tool call,