Profitpather

com.profitpather由 profitpather.com 发布官方发布者v0.3.7更新于 Oct 24, 2026

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

已验证Streamable HTTP可网页运行数据与分析商业与电商

概览

AI 生成的概览

Profitpather 的远程 MCP 服务器，让助手获取未抽样的第一方 Shopify 分析数据：会话、归因、漏斗与收入流失。

可以做什么
  • 列出可查询的 Shopify 域名，并一次性获取概览、获客、设备与像素状态
  • 读取指定时间窗口的核心指标、完整归因矩阵以及漏斗与转化经济性
  • 分析页面间路径、马尔可夫链多触点归因以及应用内浏览器造成的收入损失
  • 查看单个访客的完整会话事件时间线与已测量的行为信号
  • 进行带统计显著性的周期对比，并获取每晚预计算的 LLM 洞察摘要
  • 检查像素健康与覆盖率，以及设备拆分、商品分析、搜索、时间序列和实时视图
适用场景
适合 Shopify 商家希望助手直接基于自家店铺数据排查流量、归因、漏斗流失和收入漏损，或在对话中做周期对比并确定修复优先级时使用。
运行要求
远程 Streamable HTTP 端点，无需本地安装或软件包。需要 Profitpather 账户，首次调用工具时通过 OAuth 2.1（动态客户端注册）授权；店铺需安装 Profitpather Custom Pixel 以采集事件。
安装前请注意
授权后客户端会保存 OAuth 令牌并访问该商家自己的店铺分析数据。服务器声明所有工具均为只读，且不进行跨租户或第三方数据共享，但分析数据会发送到你所连接的 AI 客户端。批准前请确认 OAuth 授权范围。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Profitpather，将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储，绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/com.profitpather%2Fanalytics/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "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]

来源：README.md，提交 60abb93

工具

0
该服务器需要登录，因此 SourceWeft 无法在没有账号的情况下读取其工具，也未收录。已连接账号所能看到的内容可能因账号及其权限而异。

版本历史

1
  1. v0.3.7最新Sep 16, 2026

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