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Profitpather

Official registry E-commerce

First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, leaks. 26 tools.

Source code Documentation

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http profitpather 'https://profitpather.com/mcp'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "profitpather": {
            "type": "http",
            "url": "https://profitpather.com/mcp"
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. Profitpather — MCP server
  2. Why Profitpather
  3. Tools (26)
  4. Install
  5. Architecture
  6. Discovery endpoints
  7. License

Profitpather — MCP server

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.

Why Profitpather

AlternativeLimitation Profitpather solves
GA4 / Shopify ReportsAggressively 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 dashboardsSelf-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 / AmplitudeGeneric 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.

Tools (26)

Headline tools (the ones agents reach for first):

ToolPurpose
pp_list_domainsList every Shopify domain this account can query. Call first.
pp_briefOne-call first look — overview + acquisition + device + pixel-status in parallel, with a pre-formatted markdown presentation.
pp_diagnose_leaksRevenue-leak finder. Aggregates 8 analyses into a prioritised recommendations[] array.
pp_overviewTop-level KPIs for one window: sessions, cart rate, checkout rate, top sources, top landing pages.
pp_acquisitionFull attribution matrix — every (source, medium, campaign, utm, click-id) combo with revenue, AOV, conversion rates.
pp_conversionFunnel + pre-cart paths + checkout economics broken down by stage.
pp_path_analysisPage-to-page flows with cart-rate weighting; finds dead-end transitions.
pp_markovMarkov-chain attribution model across multi-touch journeys.
pp_in_app_browser_lossRevenue at risk from in-app browsers (Instagram, TikTok, Facebook).
pp_session_traceFull per-session event timeline for a single visitor.
pp_pixel_statusPixel health & coverage check.
pp_compare_periodsPeriod-over-period comparison with statistical significance.
pp_ai_insightsLLM-summarised insights pre-computed nightly.
pp_signalsAll 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

Install

Claude Desktop / Claude Code / Cursor
{
  "mcpServers": {
    "profitpather": {
      "url": "https://profitpather.com/mcp"
    }
  }
}

Restart the client. On first tool call, you'll be redirected through OAuth 2.1 to authorise the connection. Sign in with your Profitpather account, approve, and the client stores the token automatically.

ChatGPT / Claude.ai Custom Connectors

Settings → Connectors → Add custom connector → paste https://profitpather.com/mcp → approve OAuth.

No Profitpather account yet?

Sign up at profitpather.com, install the single Shopify Custom Pixel on your store, and Profitpather starts collecting events immediately. The MCP becomes useful within minutes of the pixel firing.

Architecture

Profitpather runs entirely on Cloudflare Workers with D1 (SQLite at the edge) for per-merchant event storage. The MCP endpoint at /mcp is the same Worker that serves the dashboard at profitpather.com/dashboard — analytics queries hit D1 directly with no intermediate cache or sampling.

Shopify Custom Pixel (storefront)
       │
       ▼
Cloudflare Worker  ───────►  D1 (per-merchant event store)
       │                              ▲
       ▼                              │
   /mcp (MCP server)  ─── reads ──────┘
       │
       ▼
  AI agent (Claude / ChatGPT / Cursor / your app)

All 26 MCP tools are read-only against the merchant's own data — no cross-tenant access, no third-party data sharing.

Discovery endpoints

Profitpather publishes the full agentic-discovery surface:

PathWhat it returns
/.well-known/mcp/server-card.jsonMCP server card v1 (SEP-1649)
/.well-known/oauth-protected-resourceOAuth 2.1 discovery (RFC 9728)
/.well-known/api-catalogRFC 9727 API catalogue
/.well-known/agent-skills/index.jsonPer-tool agent skills with SHA-256 digests (Cloudflare RFC v0.2.0)
/llms-full.txtFull Markdown documentation for LLM ingestion
/llms.txtLLM index

License

MIT — see LICENSE.

Built by Boolsai · Contact: founder@boolsai.ai

Frequently asked questions

What is Profitpather?

First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, leaks. 26 tools.

How do I install Profitpather?

It runs as a remote server. In Claude Code: claude mcp add --transport http profitpather 'https://profitpather.com/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does Profitpather need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is Profitpather open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains Profitpather?

It is published by profitpather. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.