io.github.laundromatic/shopgraph
REMOTE · SHOPGRAPH.DEV · 2 COMPONENTS · SCANNED AUG 3
Clean product data from any URL. Schema.org + AI extraction. 200 free calls/month.
Available components
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. How we score →
Endpoint Security63
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- 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. See how to fix → View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability69
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (good).Pass
- 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. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
- Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
remote · shopgraph.dev
claude mcp add --transport http laundromatic-shopgraph https://shopgraph.dev/mcp
[mcp_servers.laundromatic-shopgraph] url = "https://shopgraph.dev/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"laundromatic-shopgraph": {
"type": "remote",
"url": "https://shopgraph.dev/mcp",
"enabled": true
}
}
} openclaw mcp add laundromatic-shopgraph --url https://shopgraph.dev/mcp --transport streamable-http
mcp_servers:
laundromatic-shopgraph:
url: "https://shopgraph.dev/mcp" {
"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.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 3 Aug 26 +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.
- 31 Jul 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 30 Jul 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 29 Jul 26 +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.
- 27 Jul 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 26 Jul 26 63
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 3 Aug 2026 · Probed https://shopgraph.dev/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=*.shopgraph.dev | CN=YR1,O=Let's Encrypt,C=US | 25 Jul 2026 | 23 Oct 2026 | RSA 2048 | SHA256-RSA | 6b55f5e69c305c4f343fc486ae3a92a45c9 |
| SANs: *.shopgraph.dev, shopgraph.dev | ||||||
| CN=YR1,O=Let's Encrypt,C=US (CA) | CN=Root YR,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | RSA 2048 | SHA256-RSA | a20253f15f2691c05dc1ce13b9bcca4e |
| CN=Root YR,O=ISRG,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | RSA 4096 | SHA256-RSA | f24b6d17f9d9ad7cb1c9fea78782699f |
DNSSEC insecure
Validation of shopgraph.dev. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| dev. | present | 60074 | 8 | Verified |
| shopgraph.dev. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=63072000 |
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://shopgraph.dev/mcp | Verified | 200 | |
| http (plaintext) | http://shopgraph.dev/mcp | HTTPS enforced | 308 | https://shopgraph.dev/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.
enrich_basic ~301
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.
| Name | Type | Req | Description |
|---|---|---|---|
| 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 | yes | Product page URL to extract data from |
No output schema declared.
No examples provided.
enrich_html ~317
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.
| Name | Type | Req | Description |
|---|---|---|---|
| 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 | yes | 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 | yes | Original URL of the page (used for context and caching) |
No output schema declared.
No examples provided.
enrich_product ~303
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.
| Name | Type | Req | Description |
|---|---|---|---|
| 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 | yes | Product page URL to extract data from |
No output schema declared.
No examples provided.
score_product ~126
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.
| Name | Type | Req | Description |
|---|---|---|---|
| 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 | yes | Product page URL to extract and score |
No output schema declared.
No examples provided.