io.github.laundromatic/shopgraph

Est-ce que io.github.laundromatic/shopgraph est sûr ?

Au dernier audit MCP Hub, le serveur MCP « io.github.laundromatic/shopgraph » est classé « Non encore testé ». Référencé dans l'annuaire. Seul le pentest comportemental fait foi, et il n'a pas encore été exécuté sur ce serveur. Le verdict est réévalué en continu ; consultez la fiche pour l'état à jour.

Méthode : MCP Hub analyse la description de chaque outil (couche 1) et, pour le verdict fort, exécute le serveur dans une micro-VM isolée avec leurres et réseau bloqué (couche 2). On publie des noms et des compteurs, jamais le contenu brut renvoyé par un outil.

Les 4 outils

• enrich_basic≈ 467 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.

  Paramètres, retour & exemple (7)

  Paramètres

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

  Exemple d'appel

  {"name": "enrich_basic", "arguments": {"url": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• enrich_html≈ 499 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.

  Paramètres, retour & exemple (8)

  Paramètres

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

  Exemple d'appel

  {"name": "enrich_html", "arguments": {"url": "texte", "html": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• enrich_product≈ 473 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.

  Paramètres, retour & exemple (7)

  Paramètres

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

  Exemple d'appel

  {"name": "enrich_product", "arguments": {"url": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• score_product≈ 255 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.

  Paramètres, retour & exemple (4)

  Paramètres

  • url · string · requis
    Product page URL to extract and score
  • format · string · optionnel · default | ucp
    Output format. "ucp" returns UCP line_item format. Default: "default".
  • payment_method_id · string · optionnel
    Stripe payment method ID for MPP payment
  • strict_confidence_threshold · number · optionnel
    Fields below this confidence will be nulled with explanation. Default: off.

  Exemple d'appel

  {"name": "score_product", "arguments": {"url": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

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Source

https://shopgraph.dev/mcp