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io.github.laundromatic/shopgraph

REMOTE · SHOPGRAPH.DEV · 2 COMPONENTS · SCANNED SEP 20

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

0 this week 81 Trust /100
Trust breakdown (7 categories)

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 → Why this is hard to score →

Endpoint Security63
Transport & Reachability100
Schema Quality & AI Usability75
  • 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 Management100
  • No destabilizing schema changes in the last 30 days.Pass
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
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 5 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

How do I install the io.github.laundromatic/shopgraph MCP server?

io.github.laundromatic/shopgraph is a hosted endpoint at https://shopgraph.dev/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · shopgraph.dev

# add to Claude Code
claude mcp add --transport http laundromatic-shopgraph 'https://shopgraph.dev/mcp'
// .cursor/mcp.json
{
  "mcpServers": {
    "laundromatic-shopgraph": {
      "url": "https://shopgraph.dev/mcp"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "laundromatic-shopgraph": {
      "type": "http",
      "url": "https://shopgraph.dev/mcp"
    }
  }
}
# ~/.codex/config.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
    }
  }
}
# add to OpenClaw
openclaw mcp add laundromatic-shopgraph --url 'https://shopgraph.dev/mcp' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  laundromatic-shopgraph:
    url: "https://shopgraph.dev/mcp"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "laundromatic-shopgraph": {
      "Transport": "http",
      "Url": "https://shopgraph.dev/mcp"
    }
  }
}
# add to Vellum
assistant mcp add laundromatic-shopgraph -t streamable-http -u 'https://shopgraph.dev/mcp'
// mcp.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 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.

  • 26 Aug 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
  • 25 Aug 26 0
    • Stability: 0.97 → pass security
  • 24 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.

  • 11 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 31 Jul 26 0
    • 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 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 27 Jul 26 0
    • 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 0

    First indexed and scored.

Diagnostics

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 20 Sept 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

Background: What to check on a remote MCP endpoint →

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

Background: How OAuth 2.1 works in the 2026 MCP spec →

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
MCP tools · 4 exposed · ~1,047 tokens

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. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
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.

NameTypeReqDescription
force_refreshbooleanBypass cache entirely. Always triggers live extraction. Costs 3x credits.
formatstringOutput format. "ucp" returns UCP line_item format. Default: "default".
include_scorebooleanInclude agent-readiness score in response.
minimum_confidencenumberAuto-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_idstringStripe payment method ID for MPP payment
strict_confidence_thresholdnumberFields below this confidence will be nulled with explanation. Default: off.
urlstringyesProduct 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.

NameTypeReqDescription
force_refreshbooleanBypass cache entirely. Always triggers live extraction. Costs 3x credits.
formatstringOutput format. "ucp" returns UCP line_item format. Default: "default".
htmlstringyesRaw HTML content of the product page
include_scorebooleanInclude agent-readiness score in response.
minimum_confidencenumberAuto-refresh if any cached field's DECAYED confidence falls below this threshold.
payment_method_idstringStripe payment method ID for MPP payment
strict_confidence_thresholdnumberFields below this confidence will be nulled with explanation. Default: off.
urlstringyesOriginal 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.

NameTypeReqDescription
force_refreshbooleanBypass cache entirely. Always triggers live extraction. Costs 3x credits.
formatstringOutput format. "ucp" returns UCP line_item format. Default: "default".
include_scorebooleanInclude agent-readiness score in response.
minimum_confidencenumberAuto-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_idstringStripe payment method ID for MPP payment
strict_confidence_thresholdnumberFields below this confidence will be nulled with explanation. Default: off.
urlstringyesProduct 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.

NameTypeReqDescription
formatstringOutput format. "ucp" returns UCP line_item format. Default: "default".
payment_method_idstringStripe payment method ID for MPP payment
strict_confidence_thresholdnumberFields below this confidence will be nulled with explanation. Default: off.
urlstringyesProduct page URL to extract and score

No output schema declared.

No examples provided.

Common questions

What is the io.github.laundromatic/shopgraph MCP server?

io.github.laundromatic/shopgraph is an MCP server listed in the public MCP registry as io.github.laundromatic/shopgraph. Clean product data from any URL. Schema.org + AI extraction. 200 free calls/month. This page covers its hosted endpoint (https://shopgraph.dev/mcp).

Is the io.github.laundromatic/shopgraph MCP server safe to use?

io.github.laundromatic/shopgraph scores 81 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the io.github.laundromatic/shopgraph MCP server expose?

io.github.laundromatic/shopgraph exposes 4 tools: enrich_product, enrich_basic, enrich_html, score_product. Their descriptions and schemas cost roughly 1,047 tokens of context every time the server is loaded.

Does the io.github.laundromatic/shopgraph MCP server require authentication?

No. We connected to io.github.laundromatic/shopgraph without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the io.github.laundromatic/shopgraph MCP server still maintained?

io.github.laundromatic/shopgraph is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.