ironscout

Read-only ammo pricing: offer search, caliber market snapshots, retailer directory. Descriptive.

¿Debería usar esto?

Calidad y seguridad

A
Calidad de la descripción
100%
Integridad del esquema
66%
Calidad de los nombres
100%
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

~1,039Tokens (definiciones de herramientas)
~1.1 KBTamaño de respuesta típico
Impacto moderado en la atención (0.81% 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": {
    "ironscout": {
      "url": "https://mcp.ironscout.ai/mcp"
    }
  }
}

Puntos de conexión remotos

https://mcp.ironscout.ai/mcpstreamable-http

Qué puede hacer

Inventario de herramientas

Herramientas (5)

🟢 Solo lectura🟡 Escritura🔴 Eliminación⚪ Desconocido
🟢search_offers(q, caliber, brand, grain, case, ...)

Search canonical ammunition products and their current per-retailer offers. Results are descriptive only — prices, availability, $/round, observation time, and provenance, with no verdicts, scores, or recommendations. Use each offer's `outUrl` for outbound links (do not rewrite it). `sort` is a mechanical ordering, never a judgement.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "q": {
      "description": "Free-text query over product name/brand/description.",
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    },
    "caliber": {
      "description": "Canonical caliber, e.g. \"9mm\" or \".223/5.56\".",
      "type": "string",
      "minLength": 1,
      "maxLength": 60
    },
    "brand": {
      "type": "string",
      "minLength": 1,
      "maxLength": 80
    },
    "grain": {
      "description": "Bullet weight in grains.",
      "type": "integer",
      "exclusiveMinimum": 0,
      "maximum": 2000
    },
    "case": {
      "description": "Case material, e.g. \"Brass\", \"Steel\".",
      "type": "string",
      "minLength": 1,
      "maxLength": 40
    },
    "roundCountMin": {
      "type": "integer",
      "exclusiveMinimum": 0,
      "maximum": 100000
    },
    "roundCountMax": {
      "type": "integer",
      "exclusiveMinimum": 0,
      "maximum": 100000
    },
    "inStock": {
      "description": "When true, only products with in-stock offers are returned.",
      "type": "boolean"
    },
    "sort": {
      "description": "Mechanical ordering only. Defaults to pricePerRoundAsc.",
      "type": "string",
      "enum": [
        "pricePerRoundAsc",
        "pricePerRoundDesc",
        "observedAtDesc"
      ]
    },
    "page": {
      "type": "integer",
      "exclusiveMinimum": 0,
      "maximum": 1000
    },
    "pageSize": {
      "type": "integer",
      "exclusiveMinimum": 0,
      "maximum": 50
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_product(canonicalProductId)

Fetch a single canonical product by its `canonicalProductId`, with current per-retailer offers. Descriptive only. Returns an `error_v1` body with `NOT_FOUND` if the id is unknown.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "canonicalProductId": {
      "type": "string",
      "minLength": 1,
      "maxLength": 64,
      "description": "Canonical product id (CUID) from search results."
    }
  },
  "required": [
    "canonicalProductId"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_market_snapshot(caliber, windowDays)

Caliber-level price distribution (median, p25, p75, min, max) over a rolling window. Purely descriptive statistics with methodology and sample counts; never a forecast or recommendation. Returns `error_v1` `NOT_FOUND` when no snapshot exists for the caliber/window. When `extremaSuppressedByPolicy` is `true`, `min`, `max` and both `segments.*.min` / `segments.*.max` are `null` BY POLICY rather than for lack of data: that caliber's published extremes are withheld pending revalidation. The median, quartiles, `p95`, segment medians and counts remain valid and complete — `p95` is a percentile over the whole window rather than a single observation, so it is not withheld. Do not infer or substitute a floor for those calibers, and do not treat `p95` as a stand-in for the withheld `max`. This is distinct from `dataStatus: "INSUFFICIENT_DATA"`, which means the sample was too thin to compute anything.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "caliber": {
      "type": "string",
      "minLength": 1,
      "maxLength": 60,
      "description": "Canonical caliber, e.g. \"9mm\"."
    },
    "windowDays": {
      "description": "Rolling window in days. 7 or 30; defaults to 30.",
      "anyOf": [
        {
          "type": "number",
          "const": 7
        },
        {
          "type": "number",
          "const": 30
        }
      ]
    }
  },
  "required": [
    "caliber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢list_calibers

Enumerate every canonical caliber IronScout recognizes, each flagged with whether a current market snapshot exists and its sample count. Calibers without a snapshot are still listed (with `hasSnapshot: false`).

Esquema de entrada

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢list_retailers

List currently eligible/visible retailers. Ineligible retailers are omitted entirely (fail-closed, ADR-005). Descriptive directory only.

Esquema de entrada

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Prompts recomendados

search_research
Search for information about [topic] using ironscout
Herramientas esperadas: search_offers
find_specific
Find [specific item] using ironscout
Herramientas esperadas: search_offers
retrieve_data
Get details about [item] from ironscout
Herramientas esperadas: get_product
fetch_info
Fetch [information type] using ironscout
Herramientas esperadas: get_product
list_items
List all [items] available in ironscout
Herramientas esperadas: list_calibers

Comunidad

Califica este servidor

Evidencia

Observaciones recientes

verificadoversión no registrada5 herramientas
verificadoversión no registrada5 herramientas
verificadoversión no registrada5 herramientas