Shopgraph

Name: Shopgraph
Author: laundromatic

by laundromaticcommunityv1.0.1

ShopGraph is a product data structuring layer that converts URLs or raw HTML into clean structured JSON with confidence scores for each field.

From the registry: Clean product data from any URL. Schema.org + AI extraction. 200 free calls/month.

GitHub Repository

Install & configure

Install in your client

Paste into the AI you're chatting with — it will figure out the rest

Please install the `shopgraph` MCP server into my current AI client (that's you).

Canonical MCP server config (HTTP transport):
- url: `https://shopgraph.dev/mcp`

Note: Product data extraction from URLs: Schema.org/JSON-LD first, LLM fallback. 3 tools: enrich_basic (free, 500/mo), enrich_product ($0.02/call), enrich_html. Per-field confidence scores. UCP schema output available.

Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.

Note: Product data extraction from URLs: Schema.org/JSON-LD first, LLM fallback. 3 tools: enrich_basic (free, 500/mo), enrich_product ($0.02/call), enrich_html. Per-field confidence scores. UCP schema output available.

Tools (3)

enrich_basic

Schema.org extraction only. Fast, zero LLM cost.

enrich_product

Full pipeline: Schema.org + Gemini LLM fallback. All fields + images.

enrich_html

Bring your own HTML. Works with Bright Data, Firecrawl, any scraper.

Environment variables

STRIPE_TEST_SECRET_KEYrequiredStripe secret key (test or live)

GOOGLE_API_KEYrequiredGemini API key for LLM fallback

Packages

shopgraph

npmv1.0.1transport: streamable-http

Remote Endpoints

https://shopgraph.dev/mcp

type: streamable-http

Details

Language: TypeScript
License: Apache-2.0
Released: Apr 4, 2026
Last commit: Apr 11, 2026
Registry name: io.github.laundromatic/shopgraph

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