# ir.cbest/lighting

> Iranian lighting supplier directory: products, brands, and a bilingual Persian/English taxonomy.

- name: ir.cbest/lighting
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 83/100 flags: no-repository
- quality: 79/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/ir.cbest%2Flighting
- tools: https://api.protogrid.dev/v1/servers/ir.cbest%2Flighting/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "lighting": {
      "type": "http",
      "url": "https://www.cbest.ir/lighting/api/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% +updated-28d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 79/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: classify_lighting_term (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); start_consultation (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_product (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 1,420 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: 3 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 8, about 1,420 tokens to load them all
- tool set hash: 6bfb121f88fd17eac33c3e915dbdd2ec
- tools last changed: 2026-10-03T22:15:37.474Z
- badge: [![protogrid quality](https://protogrid.dev/badge/ir.cbest/lighting.svg)](https://protogrid.dev/servers/ir.cbest/lighting)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-03 `search_products` changed (inputSchema)
- 2026-10-01 `search_products` changed (description)
  - before: Search the catalog of real products stocked by the suppliers on file. Accepts Persian or English. Returns normalized facets (mounting, indoor/outdoor, IP, colour temperature) plus what the query matched on. Colour temperature is returned but is NOT filterable: a fixture is usually sold in several, and the row carries the one its source printed. The response always reports what the filters excluded and why, split into 'not stated in our data' and 'did not match' — a product missing from a result is NEVER evidence that a supplier does not make it; use get_brand's doesNotDo for that.
  - after: Search the catalog of real products stocked by the suppliers on file. Accepts Persian or English. Returns normalized facets (mounting, indoor/outdoor, IP, colour temperature, and wattage/lumen where stated) plus what the query matched on. Colour temperature is returned but is NOT filterable: a fixture is usually sold in several, and the row carries the one its source printed. The response always reports what the filters excluded and why, split into 'not stated in our data' and 'did not match' — a product missing from a result is NEVER evidence that a supplier does not make it; use get_brand's doesNotDo for that.
- 2026-09-24 `search_products` changed (inputSchema)

Full history: https://api.protogrid.dev/v1/servers/ir.cbest%2Flighting/changes

## Remotes

- https://www.cbest.ir/lighting/api/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (8)

- `classify_lighting_term`: Map any Persian or English lighting phrase onto the canonical taxonomy — «داون‌لایت توکار», 'trimless plaster frame', 'high bay'. Backed by 522 learned type→category pairs plus rules measured at 95% agreement. Returns null for a phrase that names no category rather than guessing.
- `compare_brands`: Which suppliers cover a category, with counts, share, and per-facet data coverage. Coverage describes what each supplier's SOURCE stated, never product quality, and a one-supplier category says so rather than pretending to be a comparison.
- `get_brand`: One supplier in full: what they make, the product families they run, and — the field worth the call — doesNotDo, a statement of what they genuinely do NOT make, computed from absence in their product list rather than inferred from their marketing.
- `get_product`: Every field on file for one product, by the id search_products returns ('brand/product-slug'), including provenance: whether the fact came from the supplier's own website or from a page of their PDF catalog, and when it was read.
- `list_brands`: Every supplier on file with what they cover, how complete their data is, and when it was last read. No contact details — see the server instructions.
- `list_categories`: The 20 canonical categories with Persian and English names, product counts, and which suppliers are in each. Small enough to fetch once and reason over the whole market; flags categories that only one supplier covers.
- `search_products`: Search the catalog of real products stocked by the suppliers on file. Accepts Persian or English. Returns normalized facets (mounting, indoor/outdoor, IP, colour temperature, and wattage/lumen where stated) plus what the query matched on. Colour temperature is returned but is NOT filterable: a fixture is usually sold in several, and the row carries the one its source printed. The response always reports what the filters excluded and why, split into 'not stated in our data' and 'did not match' — a product missing from a result is NEVER evidence that a supplier does not make it; use get_brand's doesNotDo for that.
- `start_consultation`: Turn a described need into a link the person opens themselves, where an adviser builds a brief and matches it against suppliers' real stock. This is how someone actually reaches a supplier: there are no contact details in this server, and this call does not contact anyone. It stores nothing and it REFUSES any personal data — no name, no number, no email. Describe the project, not the person.