ZBS Index What actually exists in applied AI, with the source next to it

mcp server

ironscout

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

Description as published by the maintainer. Source

  • version 1.0.0
  • archived
  • retrieval

archived — The linked repository returns 404. It was deleted, renamed or made private. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

What this server can do

5 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

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`, `p95` 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, segment medians and counts remain valid and complete. Do not infer or substitute a floor or high for those calibers. This is distinct from `dataStatus: "INSUFFICIENT_DATA"`, which means the sample was too thin to compute anything. Required: caliber.
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. Required: canonicalProductId.
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`).
list_retailers
List currently eligible/visible retailers. Ineligible retailers are omitted entirely (fail-closed, ADR-005). Descriptive directory only.
search_offers(q, case, page, sort, brand, grain, caliber, inStock, pageSize, roundCountMax, roundCountMin)
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.

Last successful function declaration observed on . Source: https://mcp.ironscout.ai/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://mcp.ironscout.ai/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
Latest published version 1.0.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-06-08 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-06-08 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status not_found GitHub returned 404 for the repository the maintainer listed. The project was deleted, renamed or made private, so the listing points at nothing. as of fetch GitHub
mcp tools declared 5 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe mcp.ironscout.ai
mcp endpoint status ok The server listed 5 functions when asked. as of probe mcp.ironscout.ai

Where to get it

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. jeb-scarbrough/IronScout on GitHub — GitHub, observed , trust tier 3.
  2. Tools declared by the MCP server at https://mcp.ironscout.ai/mcp — mcp.ironscout.ai, observed , trust tier 4.
  3. Official MCP Registry — Model Context Protocol, observed , trust tier 1.