ironscout

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

Sollte ich dies verwenden

Qualität und Sicherheit

A
Qualität der Beschreibung
100%
Vollständigkeit des Schemas
66%
Qualität der Benennung
100%
Risiko der Vergiftung
100%
Übereinstimmung der Berechtigungen
100%
Einhaltung des Protokolls
100%

Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.

Kontextkosten

~1,039Tokens (Tool-Definitionen)
~1.1 KBTypische Antwortgröße
Mittlere Auswirkung auf die Aufmerksamkeit (0.81% von 128k Kontext)

Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.

Installieren

Installation mit einem Klick

Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:

{
  "mcpServers": {
    "ironscout": {
      "url": "https://mcp.ironscout.ai/mcp"
    }
  }
}

Remote-Endpunkte

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

Was es kann

Tool-Inventar

Tools (5)

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🟢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.

Eingabe-Schema

{
  "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.

Eingabe-Schema

{
  "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.

Eingabe-Schema

{
  "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`).

Eingabe-Schema

{
  "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.

Eingabe-Schema

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

Empfohlene Prompts

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

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