MCP Shopline

繁體中文

An open-source MCP (Model Context Protocol) server that wraps the Shopline Open API into 143 AI-callable tools (75 read + 68 write) for e-commerce data analysis.

Built for Claude Code, Claude Cowork, and any MCP-compatible AI client. Enables AI agents to query orders, products, inventory, customer behavior, and promotions from Shopline stores through natural language.

What This Does

• 143 ready-to-use tools covering orders, products, inventory, customers, promotions, categories, subscriptions, conversations, reviews, and more
• MCP server (stdio JSON-RPC 2.0) — plug into Claude Code and start asking questions immediately
• Zero external dependencies beyond Python 3.9+ standard library and requests
• Built-in pagination, retry, and rate limiting — tools handle all API complexity internally
• Designed for AI agents — structured JSON output with natural language-friendly parameters (dates as YYYY-MM-DD, not timestamps)

API Reference

This project is built on the Shopline Open API v1.

• API Documentation: https://open-api.docs.shoplineapp.com
• Authentication: Bearer token via Shopline merchant admin
• Base URL: https://open.shopline.io/v1/

You need a valid Shopline API access token from a Shopline merchant account. Refer to the Shopline API authentication guide for how to obtain one.

Quick Start

Install

pip install mcp-shopline

Or use uvx (no install needed):

uvx --from mcp-shopline mcp-shopline

Set your API token:

export SHOPLINE_API_TOKEN=your_token_here

Use with Claude Code

Add the server via the Claude CLI:

claude mcp add --transport stdio shopline -- mcp-shopline

Or with the environment variable inline:

claude mcp add --transport stdio shopline -e SHOPLINE_API_TOKEN=your_token_here -- mcp-shopline

If you clone the repo locally, the .mcp.json config will be auto-detected by Claude Code and all 143 tools become available immediately.

Use with Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "shopline": {
      "command": "mcp-shopline",
      "env": {
        "SHOPLINE_API_TOKEN": "your_token_here"
      }
    }
  }
}

Or with uvx:

{
  "mcpServers": {
    "shopline": {
      "command": "uvx",
      "args": ["--from", "mcp-shopline", "mcp-shopline"],
      "env": {
        "SHOPLINE_API_TOKEN": "your_token_here"
      }
    }
  }
}

Important: Write Tools

This server includes tools that create, update, and delete data in your Shopline store. Your API token's permission scope controls which operations are available.

• Review your token permissions in Shopline merchant admin
• Restrict to only the scopes you need
• Write tools are clearly marked with [WRITE] prefix in their descr

... View full README on GitHub