Shopgraph
Normalize product facts from any product URL via Schema.org and AI extraction before you commit to a catalog or integration scope.
Overview
Shopgraph is an MCP server for the Validate phase that extracts normalized product data from URLs using Schema.org and AI.
What is this MCP server?
- Remote MCP at https://shopgraph.dev/mcp (streamable-http, npm shopgraph v1.0.1)
- Schema.org plus AI extraction for clean product fields from arbitrary URLs
- Hosted API with 200 free calls per month on the public tier
- No local scraper setup—HTTP remote for Claude Code and Cursor
- Documented free tier: 200 API calls per month
- Server/package version 1.0.1
- Hosted endpoint https://shopgraph.dev/mcp
Community signal: 3 GitHub stars.
What problem does it solve?
You waste days hand-copying titles, prices, and attributes from competitor product pages when scoping a store or agent.
Who is it for?
Indie ecommerce experiments that need quick structured snapshots from live product URLs during niche validation.
Skip if: High-volume production ETL, private retailer feeds, or teams that cannot use a hosted quota-based API.
What do I get? / Deliverables
After adding the shopgraph.dev MCP remote, the agent returns cleaner product records you can compare for niche and catalog decisions.
- Structured product attributes parsed from submitted URLs
- Cleaner catalog samples for scope and pricing decisions
Recommended MCP Servers
Journey fit
How it compares
Product-page extraction MCP, not a full Shopify admin or warehouse integration.
Common Questions / FAQ
Who is shopgraph for?
Solo builders researching ecommerce ideas who want agent-friendly product data from public URLs.
When should I use shopgraph?
Use it in validate/scope when comparing suppliers, niches, or catalog shape before you build importers.
How do I add shopgraph to my agent?
Configure the streamable-http MCP remote https://shopgraph.dev/mcp (or the npm shopgraph package pointing at the same URL) in your client.