About Shopgraph
AI shopping agents need structured product data to compare prices, check availability, and make decisions. Shopify Catalog covers Shopify merchants. Google UCP covers Google Shopping. ShopGraph covers everything else — the DTC brands, independent retailers, and niche suppliers th
Configuration
Remote servers need no local install. Pick your client, then copy the config or install in one click.
https://shopgraph.dev/mcpclaude mcp add --transport http shopgraph https://shopgraph.dev/mcp{"mcpServers":{"shopgraph":{"type":"http","url":"https://shopgraph.dev/mcp"}}}Open in Cursor{"servers":{"shopgraph":{"type":"http","url":"https://shopgraph.dev/mcp"}}}Open in VS Code{"mcpServers":{"shopgraph":{"type":"http","url":"https://shopgraph.dev/mcp"}}}{"mcpServers":{"shopgraph":{"serverUrl":"https://shopgraph.dev/mcp"}}}Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.
Tools
4| Parameter | Type | Required | Description |
|---|---|---|---|
| url | string | Yes | Product page URL to extract data from |
| payment_method_id | string | No | Stripe payment method ID for MPP payment |
| strict_confidence_threshold | number | No | Fields below this confidence will be nulled with explanation. Default: off. |
| force_refresh | boolean | No | Bypass cache entirely. Always triggers live extraction. Costs 3x credits. |
| minimum_confidence | number | No | Auto-refresh if any cached field's DECAYED confidence falls below this threshold. Costs 2x credits when refresh triggers, 0.25x on cache hit. |
| format | enum | No | Output format. "ucp" returns UCP line_item format. Default: "default".default | ucp |
| include_score | boolean | No | Include agent-readiness score in response. |
Details
The maintainer has not added details yet. Check the README in the repository.
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.