Profitpather

com.profitpatherPublished by profitpather.comOfficial publisherv0.3.7Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableData & Analytics Business & Commerce

Server details

Identifier: com.profitpather/analytics
Transport: Streamable HTTP
Runtime: Web executable
Trust: Verified
Published: Sep 16, 2026

Security note

MCP servers receive tool arguments from a conversation and may perform external actions. Review what a server can do before you enable it, and give it only the access it needs.

The registry verified that this server's namespace belongs to profitpather.com, which also runs its endpoint. That identifies the publisher; it does not make the server's tools safe.

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Overview

AI-generated overview

Remote MCP server for Profitpather, giving an assistant unsampled, first-party Shopify analytics: sessions, attribution, funnels and revenue leaks.

What you can do: List queryable Shopify domains and get a one-call overview with acquisition, device and pixel status
Read top-level KPIs, full attribution matrices and funnel/conversion economics for a time window
Analyse page-to-page paths, Markov-chain multi-touch attribution and in-app browser revenue loss
Inspect a single visitor's full session event timeline and measured behavioural signals
Compare periods with statistical significance and pull nightly LLM-summarised insights
Check pixel health and coverage, plus device splits, product analytics, search, timeseries and real-time views
When to use it: Useful when a Shopify merchant wants an assistant to investigate traffic, attribution, funnel drop-off and revenue leaks directly from their own store data, or to compare periods and prioritise fixes in chat.
Requirements: A remote Streamable HTTP endpoint; no local install or package. Requires a Profitpather account with OAuth 2.1 authorisation (dynamic client registration) on first tool call, and a Shopify store with the Profitpather Custom Pixel installed so events are collected.

Before you install

Authorising grants the client access to the merchant's own store analytics through an OAuth token stored by the client. The server states all tools are read-only and that no cross-tenant or third-party data sharing occurs, but analytics data is sent to the AI client you connect. Review the OAuth consent scope before approving.

Installation

In SourceWeft

Open Profitpather in the dashboard and add it to a workspace.
Connect the required credentials. They are stored privately and never shown on public pages.
Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.profitpather%2Fanalytics/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "profitpather": {
      "type": "http",
      "url": "https://profitpather.com/mcp"
    }
  }
}

README

Profitpather — MCP server

[MCP] [OAuth 2.1] [License: MIT]

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.

Registry name: com.profitpather/analytics (DNS-verified via profitpather.com)
Endpoint: https://profitpather.com/mcp
Transport: Streamable HTTP (protocol versions 2025-11-25 · 2025-06-18 · 2025-03-26 · 2024-11-05)
Auth: OAuth 2.1 with Dynamic Client Registration (RFC 7591)
Docs (LLM-ready): profitpather.com/llms-full.txt
Server card: profitpather.com/.well-known/mcp/server-card.json

Why Profitpather

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.

Tools (26)

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

Install

Claude Desktop / Claude Code / Cursor

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)

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:

Path	What it returns
`/.well-known/mcp/server-card.json`	MCP server card v1 (SEP-1649)
`/.well-known/oauth-protected-resource`	OAuth 2.1 discovery (RFC 9728)
`/.well-known/api-catalog`	RFC 9727 API catalogue
`/.well-known/agent-skills/index.json`	Per-tool agent skills with SHA-256 digests (Cloudflare RFC v0.2.0)
`/llms-full.txt`	Full Markdown documentation for LLM ingestion
`/llms.txt`	LLM index

License

MIT — see LICENSE.

Built by Boolsai · Contact: [email protected]

Source: README.md at commit 60abb93

Tools

This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

v0.3.7LatestSep 16, 2026

Score

85% of the applicable checks met

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Reached in the last 30 daysRequired25 pts
Auth declaredRequired10 pts
Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
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Documentation15 pts
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