MCP MeasureMCP Measure

índice observado

shopgraph

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

¿Debería usar esto?

Calidad y seguridad

A
Calidad de la descripción
100%
Integridad del esquema
100%
Calidad de los nombres
80%
Riesgo de envenenamiento
100%
Coincidencia de permisos
100%
Cumplimiento del protocolo
100%

Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.

Costo de contexto

~1,459Tokens (definiciones de herramientas)
~2.9 KBTamaño de respuesta típico
Impacto moderado en la atención (1.14% del contexto de 128k)

Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.

Instalar

Instalación con un clic

Agrega esto a tu archivo `claude_desktop_config.json`:

{
  "mcpServers": {
    "shopgraph": {
      "command": "npx",
      "args": [
        "shopgraph"
      ]
    }
  }
}

Paquetes ejecutables

npmshopgraph1.0.1streamable-http

Puntos de conexión remotos

https://shopgraph.dev/mcpstreamable-http

Qué puede hacer

Inventario de herramientas

Herramientas (4)

🟢 Solo lectura🟡 Escritura🔴 Eliminación⚪ Desconocido
🟢enrich_product(url, payment_method_id, strict_confidence_threshold, force_refresh, minimum_confidence, ...)

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.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "Product page URL to extract data from"
    },
    "payment_method_id": {
      "type": "string",
      "description": "Stripe payment method ID for MPP payment"
    },
    "strict_confidence_threshold": {
      "type": "number",
      "minimum": 0,
      "maximum": 1,
      "description": "Fields below this confidence will be nulled with explanation. Default: off."
    },
    "force_refresh": {
      "type": "boolean",
      "description": "Bypass cache entirely. Always triggers live extraction. Costs 3x credits."
    },
    "minimum_confidence": {
      "type": "number",
      "minimum": 0,
      "maximum": 1,
      "description": "Auto-refresh if any cached field's DECAYED confidence falls below this threshold. Costs 2x credits when refresh triggers, 0.25x on cache hit."
    },
    "format": {
      "type": "string",
      "enum": [
        "default",
        "ucp"
      ],
      "default": "default",
      "description": "Output format. \"ucp\" returns UCP line_item format. Default: \"default\"."
    },
    "include_score": {
      "type": "boolean",
      "description": "Include agent-readiness score in response."
    }
  },
  "required": [
    "url"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢enrich_basic(url, payment_method_id, strict_confidence_threshold, force_refresh, minimum_confidence, ...)

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.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "Product page URL to extract data from"
    },
    "payment_method_id": {
      "type": "string",
      "description": "Stripe payment method ID for MPP payment"
    },
    "strict_confidence_threshold": {
      "type": "number",
      "minimum": 0,
      "maximum": 1,
      "description": "Fields below this confidence will be nulled with explanation. Default: off."
    },
    "force_refresh": {
      "type": "boolean",
      "description": "Bypass cache entirely. Always triggers live extraction. Costs 3x credits."
    },
    "minimum_confidence": {
      "type": "number",
      "minimum": 0,
      "maximum": 1,
      "description": "Auto-refresh if any cached field's DECAYED confidence falls below this threshold. Costs 2x credits when refresh triggers, 0.25x on cache hit."
    },
    "format": {
      "type": "string",
      "enum": [
        "default",
        "ucp"
      ],
      "default": "default",
      "description": "Output format. \"ucp\" returns UCP line_item format. Default: \"default\"."
    },
    "include_score": {
      "type": "boolean",
      "description": "Include agent-readiness score in response."
    }
  },
  "required": [
    "url"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢enrich_html(html, url, payment_method_id, strict_confidence_threshold, force_refresh, ...)

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.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "html": {
      "type": "string",
      "description": "Raw HTML content of the product page"
    },
    "url": {
      "type": "string",
      "format": "uri",
      "description": "Original URL of the page (used for context and caching)"
    },
    "payment_method_id": {
      "type": "string",
      "description": "Stripe payment method ID for MPP payment"
    },
    "strict_confidence_threshold": {
      "type": "number",
      "minimum": 0,
      "maximum": 1,
      "description": "Fields below this confidence will be nulled with explanation. Default: off."
    },
    "force_refresh": {
      "type": "boolean",
      "description": "Bypass cache entirely. Always triggers live extraction. Costs 3x credits."
    },
    "minimum_confidence": {
      "type": "number",
      "minimum": 0,
      "maximum": 1,
      "description": "Auto-refresh if any cached field's DECAYED confidence falls below this threshold."
    },
    "format": {
      "type": "string",
      "enum": [
        "default",
        "ucp"
      ],
      "default": "default",
      "description": "Output format. \"ucp\" returns UCP line_item format. Default: \"default\"."
    },
    "include_score": {
      "type": "boolean",
      "description": "Include agent-readiness score in response."
    }
  },
  "required": [
    "html",
    "url"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢score_product(url, payment_method_id, strict_confidence_threshold, format)

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.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "Product page URL to extract and score"
    },
    "payment_method_id": {
      "type": "string",
      "description": "Stripe payment method ID for MPP payment"
    },
    "strict_confidence_threshold": {
      "type": "number",
      "minimum": 0,
      "maximum": 1,
      "description": "Fields below this confidence will be nulled with explanation. Default: off."
    },
    "format": {
      "type": "string",
      "enum": [
        "default",
        "ucp"
      ],
      "default": "default",
      "description": "Output format. \"ucp\" returns UCP line_item format. Default: \"default\"."
    }
  },
  "required": [
    "url"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Comunidad

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Evidencia

Observaciones recientes

verificadoversión no registrada4 herramientas
verificadoversión no registrada4 herramientas