MerchantFlow

ai.merchantflowPublished by merchantflow.aiOfficial publisherv1.1.0Updated Oct 24, 2026

Read-only Shopify and WooCommerce profit analytics: P&L, COGS, product margins, ROAS and LTV.

VerifiedStreamable HTTPWeb executableData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

Read-only Shopify and WooCommerce profit analytics MCP server that lets an assistant answer P&L, margin, ROAS and LTV questions from real store data.

What you can do
  • Summarise profit and loss for a period and compare it with earlier periods
  • Rank products by net profit and flag products that lost money
  • Report ROAS and ad/channel performance across Meta, Google and TikTok spend
  • Check COGS coverage and identify products missing cost data
  • Look up orders, cohorts and integration sync health
When to use it
Useful for ecommerce merchants and analysts who want to ask plain-language questions about store profitability — margins, ad spend efficiency, missing product costs — instead of reading dashboards. Best when the store already runs on Shopify or WooCommerce and costs and ad spend are connected in MerchantFlow.
Requirements
A remote MCP endpoint reached over HTTP with MerchantFlow OAuth sign-in; a MerchantFlow account with an authorised Shopify or WooCommerce store. No API keys or environment variables are declared.
Before you install
Access is described as read-only and scoped to the store you authorise, but it exposes sensitive financial data (revenue, costs, ad spend) to the assistant. Sign-in goes through MerchantFlow OAuth; access can be revoked in MerchantFlow settings. Answers depend on connected cost and ad data, so missing or stale inputs can skew results.

Installation

In SourceWeft

  1. Open MerchantFlow in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. 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/ai.merchantflow%2Fmcp/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": {
    "merchantflow": {
      "type": "http",
      "url": "https://merchantflow.ai/api/mcp"
    }
  }
}

README

MerchantFlow for Claude

[MerchantFlow on Smithery]

Revenue is easy to see. Profit is not. MerchantFlow joins your Shopify or WooCommerce orders with your product costs (COGS), shipping and 3PL fees, payment fees and Meta, Google and TikTok ad spend. This plugin lets Claude read that data, so you can ask about your store in plain English and get answers built on your real numbers instead of dashboard screenshots.

What you can ask

  • "Summarise last month's P&L and compare it with the month before."
  • "Which five products made the most net profit last month, and which lost money?"
  • "What is my ROAS by channel this quarter, and where should I cut spend?"
  • "How much of my revenue is missing product costs, and which products need them?"
  • "Are any of my integrations out of date or failing to sync?"

Claude picks the right MerchantFlow tool for each question: P&L summaries, product profitability, ad and channel performance, COGS coverage, cohorts, order lookup and integration health. The included merchantflow-financial-copilot skill tells Claude how to route questions, compare periods and flag missing or stale data instead of guessing.

Getting started

  1. Install the MerchantFlow plugin from the Claude plugin directory.
  2. Sign in to MerchantFlow when Claude asks. Don't have an account yet? Start at merchantflow.ai/ai.
  3. Ask a question about your store.

Setup guides for Claude Code, Claude Desktop and other clients are in the MerchantFlow MCP documentation.

Security and privacy

  • The plugin connects to https://merchantflow.ai/api/mcp over HTTP and signs in with MerchantFlow OAuth. No credentials or tokens are stored in this repository.
  • Access is read-only and scoped to the MerchantFlow store you authorise.
  • You can revoke access at any time in MerchantFlow Settings > Developer > MCP.
  • See the privacy policy and terms of service.

Support

Read the troubleshooting guide or email [email protected].

Repository contents

  • .claude-plugin/plugin.json - plugin metadata and directory listing details.
  • .mcp.json - the MerchantFlow MCP connection.
  • skills/merchantflow-financial-copilot/ - tool routing and reporting guidance.
  • assets/logo-icon.png - MerchantFlow brand mark.

This repository contains no MerchantFlow application source code, customer data, credentials or access tokens.

Source: README.md at commit adf861c

Tools

0
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

1
  1. v1.1.0LatestSep 20, 2026

Score

85% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • 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.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts