ir.cbest/lighting

ir.cbest/lighting · v1.0.0 · finance-and-payments

ir.cbest/lighting is healthy: it completed an MCP handshake in 2702 ms and exposes 8 tools.

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

Endpoint: https://www.cbest.ir/lighting/api/mcp (streamable-http)

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Facts

Users (last 30 days)0
HandshakeHealthy
Auth neededNone
Tool count8
Latency2702 ms
Last checked (UTC)2026-10-15T12:20:12.445Z

Health history

Checked (UTC)StatusLatencyError
2026-10-15T12:20:12.445ZHealthy2702

Tools (8)

search_productsSearch 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 fixtu
get_productEvery 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_categoriesThe 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.
list_brandsEvery 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.
get_brandOne 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.
compare_brandsWhich 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.
classify_lighting_termMap 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.
start_consultationTurn 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 R