io.github.laundromatic/shopgraph

Structured product data from the open web — Schema.org + AI extraction. Pay per call via Stripe.

3 3 tools GitHub

No known CVEs

No license

Actively maintained

Last commit 21d ago

Works with most clients

Transport: stdio, http

3 tools · ~344 tok

Grade A · 0.2% of 200K ctx

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E-Commerce

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-laundromatic-shopgraph": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

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[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-laundromatic-shopgraph)](https://mcppedia.org/s/io-github-laundromatic-shopgraph)

Read me

What io.github.laundromatic/shopgraph does

The extraction API that shows its work. Send a URL or raw HTML, get structured JSON with per-field confidence scoring and extraction provenance — every field shows which method produced it (Schema.org, LLM inference, or headless browser) and how confident the system is. Set strict_confidence_threshold and uncertain fields are removed server-side before they reach your agent. 50 free calls/month.

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

66/100across 5 weighted dimensions

How we score →

0255075100

−34

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Inventory

Tools (3)

Click any tool to inspect its schema.

~344 tokens total

Inventory

Resources (3)

product_data

Extracted product data including product_name, brand, price, availability, categories, image_urls, color, material, dimensions, and confidence scores

https://shopgraph.dev/api/enrich

health_status

ShopGraph service health status

https://shopgraph.dev/health

api_stats

API usage statistics and monitoring data

https://shopgraph.dev/api/stats

Community

Reviews

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How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.laundromatic/shopgraph safe to use?: io.github.laundromatic/shopgraph has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.laundromatic/shopgraph?: io.github.laundromatic/shopgraph can be installed by cloning its GitHub repository and following the setup instructions in the README.
What can io.github.laundromatic/shopgraph do?: io.github.laundromatic/shopgraph provides 3 tools: enrich_basic, enrich_product, enrich_html. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.laundromatic/shopgraph?: io.github.laundromatic/shopgraph is compatible with claude-desktop, cursor, claude-code. It uses stdio and http transport.
Is io.github.laundromatic/shopgraph actively maintained?: io.github.laundromatic/shopgraph is actively maintained — last commit was 21 days ago. It has 3 GitHub stars.

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Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Frequently Asked Questions

Is io.github.laundromatic/shopgraph safe to use?

io.github.laundromatic/shopgraph has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install io.github.laundromatic/shopgraph?

io.github.laundromatic/shopgraph can be installed by cloning its GitHub repository and following the setup instructions in the README.

What can io.github.laundromatic/shopgraph do?

io.github.laundromatic/shopgraph provides 3 tools: enrich_basic, enrich_product, enrich_html. See the full tools list on the server page for descriptions and parameters.

What AI clients work with io.github.laundromatic/shopgraph?

io.github.laundromatic/shopgraph is compatible with claude-desktop, cursor, claude-code. It uses stdio and http transport.

Is io.github.laundromatic/shopgraph actively maintained?

io.github.laundromatic/shopgraph is actively maintained — last commit was 21 days ago. It has 3 GitHub stars.