Profitpather

com.profitpather由 profitpather.com 發布官方發布者v0.3.7更新於 Oct 24, 2026

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

已驗證Streamable HTTP可網頁執行資料與分析商業與電商

概覽

AI 產生的概覽

Profitpather 的遠端 MCP 伺服器，讓助理取得未抽樣的第一方 Shopify 分析資料：工作階段、歸因、漏斗與營收流失。

可以做什麼
  • 列出可查詢的 Shopify 網域，並一次取得概覽、獲客、裝置與像素狀態
  • 讀取指定時間範圍的核心指標、完整歸因矩陣以及漏斗與轉換經濟性
  • 分析頁面間路徑、馬可夫鏈多觸點歸因以及應用程式內瀏覽器造成的營收損失
  • 查看單一訪客的完整工作階段事件時間軸與已量測的行為訊號
  • 進行具統計顯著性的期間比較，並取得每晚預先計算的 LLM 洞察摘要
  • 檢查像素健康度與覆蓋率，以及裝置拆分、商品分析、搜尋、時間序列與即時檢視
適用情境
適合 Shopify 商家希望助理直接依自家商店資料追查流量、歸因、漏斗流失與營收漏損，或在對話中進行期間比較並排出修正優先順序時使用。
執行需求
遠端 Streamable HTTP 端點，無需本機安裝或套件。需要 Profitpather 帳號，首次呼叫工具時透過 OAuth 2.1（動態用戶端註冊）授權；商店需安裝 Profitpather Custom Pixel 以蒐集事件。
安裝前請注意
授權後用戶端會保存 OAuth 權杖並存取該商家自己的商店分析資料。伺服器聲明所有工具皆為唯讀，且不進行跨租戶或第三方資料分享，但分析資料會傳送到你所連接的 AI 用戶端。核准前請確認 OAuth 授權範圍。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Profitpather，將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存，絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/com.profitpather%2Fanalytics/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。

{
  "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.

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

json
{  "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: [email protected]

來源：README.md，提交 60abb93

工具

0
該伺服器需要登入，因此 SourceWeft 無法在沒有帳號的情況下讀取其工具，也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

1
  1. v0.3.7最新Sep 16, 2026

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