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rangeview-mcp

rangeview-mcp

by IamMichael23

rangeview-mcp

MCP server for read-only access to the Rangeview Sports product catalog — ~5,600 products across firearms, ammunition, optics, reloading and accessories.

Backed by the store's public WooCommerce Store API. No credentials required. Read-only by design: nothing in this server can add to a cart, place an order, or write anything.

Install

git clone https://github.com/IamMichael23/rangeview-mcp.git
cd rangeview-mcp
npm install && npm run build

Related MCP server: ikea-mcp

Use it with Codex

Add to ~/.codex/config.toml:

[mcp_servers.rangeview]
command = "node"
args = ["/absolute/path/to/rangeview-mcp/dist/index.js"]

Use it with Claude Code

claude mcp add rangeview -- node /absolute/path/to/rangeview-mcp/dist/index.js

Or commit a .mcp.json in your project to share it with collaborators:

{
  "mcpServers": {
    "rangeview": {
      "command": "node",
      "args": ["/absolute/path/to/rangeview-mcp/dist/index.js"]
    }
  }
}

Tools

Tool

Purpose

search_products

Free-text + category, caliber, brand, price, stock and sale filters

get_product

Full detail for one product by id, slug, or SKU

list_categories

Walk the 376-category tree

list_filter_values

Discover the 83 filterable attributes and their valid values

check_availability

Bulk price/stock lookup for up to 20 items

"What bolt-action rifles in 6.5 Creedmoor do they have in stock under $2000?"
"Is SKU 20260728001 still available?"
"What calibers do they carry the most of?"

Two problems this server exists to solve

Anything that just proxies the Store API straight through will get both of these wrong.

1. A raw product is ~1,300 tokens, and 81% of it is dead weight

Measured against a live product:

Field

Share of payload

Needed in a search result?

description

44.1%

No — detail view only

images (5 sizes each)

15.8%

No — one URL at most

_links

7.4%

Never

add_to_cart

6.3%

Never — this server is read-only

price_html

2.6%

No — raw cents is enough

extensions, tags

5.1%

Never

So results come back in two shapes: a compact projection for search (~340 bytes / ~85 tokens) and a full shape only from get_product, with the description HTML-stripped and truncated. That is a ~15x reduction, and it is the difference between 50 results fitting in context and blowing it out. Every response also carries total_matches, page and total_pages so a model paginates deliberately instead of asking for everything.

2. Attribute filters take term IDs, and this catalog's terms are dirty

The Store API filters on term_id, never on names. And one cartridge is spelled many ways:

.223  |  .223 Rem  |  223 Rem  |  223 Remington  |  .223 Rem/5.56 NATO  |  5.56×45mm NATO

Inch marks arrive as two different entities for the same value — 6.5 Creedmoor/20” and 6.5 Creedmoor/20″.

Picking the single best-matching term returns 126 products for .223. ORing the whole family returns 138. So resolution deliberately fans out — you pass caliber: "223" and the server expands it to every term in the family and joins the IDs, which the Store API treats as OR. The response reports the expansion in notes.

The matching rule that makes this safe is a domain distinction: in cartridge naming a slash means "chambers both" (.223 Rem/5.56 NATO) while a hyphen means "wildcat built on that parent case" — a different cartridge that will not chamber. So 6mm-223, .17-223 and 7mm-223 Ingram are correctly excluded from a .223 search even though all three contain the string "223".

Catalog hygiene

Two quirks of the live store are handled by default, because both produce confidently wrong answers otherwise:

  • 15 internal Shipping test product #N rows are live at $0.01. Without filtering, "what's the cheapest item?" returns a QA artifact. They are hidden by default; pass include_test_products: true to see them. (The cheapest genuine item is a $0.49 pack of earplugs.)

  • $0.00 means "call for price", not free. Special orders such as a Beretta 693 shotgun list at zero. These are reported as price_on_request: true with a null price, so a model never announces a $2,775 shotgun is free.

Also worth knowing: only ~34% of the catalog (1,923 of 5,602) is in stock. Pass in_stock_only: true for buyable items.

Configuration

All optional:

Variable

Default

Purpose

RANGEVIEW_BASE_URL

https://www.rangeviewsports.ca

Point at another WooCommerce store

RANGEVIEW_TIMEOUT_MS

20000

Per-request timeout

RANGEVIEW_MAX_RETRIES

3

Retries on 429/5xx with backoff

RANGEVIEW_TAXONOMY_TTL_MS

3600000

Category/attribute cache lifetime

RANGEVIEW_DESC_MAX_CHARS

1500

Description truncation in get_product

Tests

npm test              # all 35
npm run test:unit     # 22, offline
npm run test:integration  # 13, hits the live API

Set RANGEVIEW_SKIP_INTEGRATION=1 to skip the network tests.

Notes

This reads a public, unauthenticated endpoint that the store already serves to every browser, and it is rate-limit-friendly (single-page queries, cached taxonomy, backoff on 429). It is not affiliated with or endorsed by Rangeview Sports. Product data, availability and pricing belong to them and change without notice — confirm anything that matters on the site itself.

MIT licensed.

Available Tools

5 tools
check_availabilityCheck price and stockA

Bulk price/stock lookup for up to 20 products by id, SKU, or name. Use when tracking specific items rather than browsing.

Inputs: identifiers (required).

get_productGet product detailA

Full detail for one product by id, slug, or SKU: description, attributes (caliber, barrel length, action…), brand, stock, rating and image.

Inputs: id, sku, slug.

list_categoriesBrowse categoriesA

Browse the 376-category tree. No arguments lists top-level categories (Firearms, Ammo, Optics…); pass parent to descend or search to find one anywhere.

Inputs: limit, parent, search.

list_filter_valuesList filter valuesA

Discover filterable attributes and their valid values. No arguments lists all 83 attributes (Caliber, Action, Barrel Length…); pass attribute to list its values with product counts. Use this to ground a filter before searching.

Inputs: limit, search, attribute.

search_productsSearch productsA

Search the Rangeview Sports catalog (~5,600 products). Combine free-text with category, caliber, brand, price range, stock and sale filters. Caliber and brand accept everyday spellings ('223', '6.5 Creedmoor') and are expanded to every matching catalog term. Returns compact records; call get_product for full detail. Note only ~34% of the catalog is in stock — pass in_stock_only for buyable items.

Inputs: page, sort, brand, limit, +9 more.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A4.4/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool targets a distinct function: searching, getting details, browsing categories, discovering filter values, and bulk checking availability. No overlap exists, and the descriptions clearly differentiate their use cases.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case (search_products, get_product, list_categories, list_filter_values, check_availability). The verbs are descriptive and the nouns clearly indicate the resource.

    Tool Count5/5

    With 5 tools, the server covers the essential operations for a product catalog (search, detail, category navigation, filter discovery, stock check) without being overly sparse or excessive. Each tool serves a clear purpose.

    Completeness5/5

    The tool set covers the full workflow for browsing and evaluating products: exploring categories and filters, searching with filters, getting full details, and checking availability. No obvious gaps exist for a read-only catalog.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

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