Official MCP RegistryListed
ir.cbest/lighting
Iranian lighting supplier directory: products, brands, and a bilingual Persian/English taxonomy.
First seen 2 Oct 2026. Evidence as of 7 Oct 2026.
8
Tools
From an anonymous probe
1
Source listings
Each with its own history
1
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| 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. | Not declared |
| 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. | Not declared |
| 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. | Not declared |
| 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. | Not declared |
| 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. | Not declared |
| 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. | Not declared |
| 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. | Not declared |
| 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. | Not declared |
Change history
- search_products: input schema changed
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | ir.cbest/lighting | 2 Oct 2026 | 7 Oct 2026 | 1 |