# io.github.laundromatic/shopgraph (remote · shopgraph.dev)

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

- Trust score: 68/100 (medium)
- Change this week: +4
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `shopgraph.dev`: 68/100 (this document), [markdown](https://verifymcp.io/servers/laundromatic-shopgraph/shopgraph.md), [page](https://verifymcp.io/servers/laundromatic-shopgraph/shopgraph)
- npm · `shopgraph`: 30/100, [markdown](https://verifymcp.io/servers/laundromatic-shopgraph/shopgraph-2.md), [page](https://verifymcp.io/servers/laundromatic-shopgraph/shopgraph-2)

## Channel facts

- Endpoint: `https://shopgraph.dev/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.1`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 4 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 69/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 1058 tokens (~211/item across 5 items; 4 tools + 1 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http laundromatic-shopgraph https://shopgraph.dev/mcp
```

### Codex

```toml
[mcp_servers.laundromatic-shopgraph]
url = "https://shopgraph.dev/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "laundromatic-shopgraph": {
      "type": "remote",
      "url": "https://shopgraph.dev/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add laundromatic-shopgraph --url https://shopgraph.dev/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  laundromatic-shopgraph:
    url: "https://shopgraph.dev/mcp"
```

### Other

```json
{
  "mcpServers": {
    "laundromatic-shopgraph": {
      "type": "http",
      "url": "https://shopgraph.dev/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 68, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 67, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 66, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 65, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 64, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 63)

First indexed and scored.

## MCP tools (4)

### `enrich_product` (~303 tokens)

Extract comprehensive product data from a URL including name, price, brand, images, availability, and more. Uses schema.org structured data when available, with LLM fallback. Costs $0.02 per call (cached results are free). Each field carries verification metadata in _shopgraph: provenance (field_method — which source/tier produced it: schema_org, llm, or hybrid), freshness (field_freshness — recency + volatility_class, for volatile fields like price & availability), and abstain (a field is null when ShopGraph cannot verify it on the page). Rely on provenance, freshness, and the abstain signal to decide what to trust.

Input parameters:

- `force_refresh` (boolean): Bypass cache entirely. Always triggers live extraction. Costs 3x credits.
- `format` (string): Output format. "ucp" returns UCP line_item format. Default: "default".
- `include_score` (boolean): Include agent-readiness score in response.
- `minimum_confidence` (number): Auto-refresh if any cached field's DECAYED confidence falls below this threshold. Costs 2x credits when refresh triggers, 0.25x on cache hit.
- `payment_method_id` (string): Stripe payment method ID for MPP payment
- `strict_confidence_threshold` (number): Fields below this confidence will be nulled with explanation. Default: off.
- `url` (string, required): Product page URL to extract data from

### `enrich_basic` (~301 tokens)

Extract basic product attributes from a URL (name, price, brand, availability). Faster and cheaper than enrich_product. 50 free calls/month — no payment needed. Paid: $0.01 per call after free tier. Each field carries verification metadata in _shopgraph: provenance (field_method — which source/tier produced it: schema_org, llm, or hybrid), freshness (field_freshness — recency + volatility_class, for volatile fields like price & availability), and abstain (a field is null when ShopGraph cannot verify it on the page). Rely on provenance, freshness, and the abstain signal to decide what to trust.

Input parameters:

- `force_refresh` (boolean): Bypass cache entirely. Always triggers live extraction. Costs 3x credits.
- `format` (string): Output format. "ucp" returns UCP line_item format. Default: "default".
- `include_score` (boolean): Include agent-readiness score in response.
- `minimum_confidence` (number): Auto-refresh if any cached field's DECAYED confidence falls below this threshold. Costs 2x credits when refresh triggers, 0.25x on cache hit.
- `payment_method_id` (string): Stripe payment method ID for MPP payment
- `strict_confidence_threshold` (number): Fields below this confidence will be nulled with explanation. Default: off.
- `url` (string, required): Product page URL to extract data from

### `enrich_html` (~317 tokens)

Extract product data from raw HTML you already have (no HTTP fetch needed). Ideal when using Bright Data, Firecrawl, or any scraping API — pipe the HTML through ShopGraph for structured product data. Uses schema.org + LLM fallback. Costs $0.02 per call (cached results are free). Each field carries verification metadata in _shopgraph: provenance (field_method — which source/tier produced it: schema_org, llm, or hybrid), freshness (field_freshness — recency + volatility_class, for volatile fields like price & availability), and abstain (a field is null when ShopGraph cannot verify it on the page). Rely on provenance, freshness, and the abstain signal to decide what to trust.

Input parameters:

- `force_refresh` (boolean): Bypass cache entirely. Always triggers live extraction. Costs 3x credits.
- `format` (string): Output format. "ucp" returns UCP line_item format. Default: "default".
- `html` (string, required): Raw HTML content of the product page
- `include_score` (boolean): Include agent-readiness score in response.
- `minimum_confidence` (number): Auto-refresh if any cached field's DECAYED confidence falls below this threshold.
- `payment_method_id` (string): Stripe payment method ID for MPP payment
- `strict_confidence_threshold` (number): Fields below this confidence will be nulled with explanation. Default: off.
- `url` (string, required): Original URL of the page (used for context and caching)

### `score_product` (~126 tokens)

Extract product data and return agent-readiness score (0-100). Scores structured data completeness, semantic richness, UCP compatibility, pricing clarity, and inventory signals. Full scoring breakdown included.

Input parameters:

- `format` (string): Output format. "ucp" returns UCP line_item format. Default: "default".
- `payment_method_id` (string): Stripe payment method ID for MPP payment
- `strict_confidence_threshold` (number): Fields below this confidence will be nulled with explanation. Default: off.
- `url` (string, required): Product page URL to extract and score

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/laundromatic-shopgraph/shopgraph#diagnostics

## Score history

- 2026-08-03: 68
- 2026-08-02: 67
- 2026-08-01: 67
- 2026-07-31: 67
- 2026-07-30: 66
- 2026-07-29: 65
- 2026-07-28: 64
- 2026-07-27: 64
- 2026-07-26: 63

## Links

- Remote endpoint: https://shopgraph.dev/mcp
- Changelog RSS feed: https://verifymcp.io/servers/laundromatic-shopgraph/shopgraph/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/laundromatic-shopgraph/shopgraph/changelog.json
- HTML version of this page: https://verifymcp.io/servers/laundromatic-shopgraph/shopgraph