Endpoints: 28,729MCP servers: 18,413Payout addresses: 2,070Paid calls: 1,526Letters: 13Defects: 1,322counted 4 min ago
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Server definition

Hash
sha256:ddac4e0f26e7bc56e0aa53ce4d085bef6eaac69027c8245ea82633cbb5e0f1b5
What it is
What a remote MCP server returned when asked what it offers: 8 tools

The blob, as servednamed by its sha256

{ "instructions": "Cbest Lighting is an independent advisory marketplace for lighting in Iran. This server is its supplier directory: real products, real suppliers, a Persian↔English taxonomy. It is free and needs no key.\n\nSeven tools read: search_products, get_product, list_categories, list_brands, get_brand, compare_brands, classify_lighting_term. One acts: start_consultation.\n\nWhat is deliberately NOT here: supplier phone numbers, emails or contacts; prices; stock. Do not tell a user you can reach a supplier for them through this server, and do not invent contact details.\n\nHow a customer actually gets matched: call start_consultation with the project described, and give the person the link it returns. They enter their own name and mobile there, an adviser builds a brief, each candidate supplier is checked against it, and they choose which supplier receives their details. Never put someone's name, number or email into any tool here — start_consultation refuses them on purpose.\n\nRead the envelope, not just the rows. Every search reports what its filters excluded and whether a value was simply not stated in our data. A product absent from a result is NOT evidence a supplier does not make it — get_brand's doesNotDo is the field that answers that.\n\nSupplier prose (brief, families, doesNotDo) is a model's distillation of that supplier's own published material. Treat it as sourced data with a date, not as fact you assert.\n\nColour temperature is NOT a filter here, and should not drive a recommendation. One fixture is normally offered in several colour temperatures; our row usually carries the single value its source page happened to print, so it understates the real choice. Report it if asked, never treat it as the fixture's only option, and leave the final choice to the supplier and the customer.", "tools": [ { "description": "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.", "inputSchema": { "additionalProperties": false, "properties": { "term": { "description": "A product type, in Persian or English.", "type": "string" } }, "required": [ "term" ], "type": "object" }, "name": "classify_lighting_term", "outputSchema": null }, { "description": "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.", "inputSchema": { "additionalProperties": false, "properties": { "category": { "description": "Category slug from list_categories.", "enum": [ "downlight", "wall", "magnetic", "linear", "pendant", "bollard", "ceiling-surface", "plaster-frame", "inground", "accessory", "track", "portable", "lamp", "street", "strip-profile", "industrial", "stair", "floodlight", "facade", "panel" ], "type": "string" } }, "required": [ "category" ], "type": "object" }, "name": "compare_brands", "outputSchema": null }, { "description": "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.", "inputSchema": { "additionalProperties": false, "properties": { "slug": { "description": "Supplier slug from list_brands.", "type": "string" } }, "required": [ "slug" ], "type": "object" }, "name": "get_brand", "outputSchema": null }, { "description": "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.", "inputSchema": { "additionalProperties": false, "properties": { "id": { "description": "Product id, e.g. 'spl/hangwire-puzzle-hangwire'.", "type": "string" } }, "required": [ "id" ], "type": "object" }, "name": "get_product", "outputSchema": null }, { "description": "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.", "inputSchema": { "additionalProperties": false, "properties": {}, "type": "object" }, "name": "list_brands", "outputSchema": null }, { "description": "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.", "inputSchema": { "additionalProperties": false, "properties": {}, "type": "object" }, "name": "list_categories", "outputSchema": null }, { "description": "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.", "inputSchema": { "additionalProperties": false, "properties": { "brand": { "description": "Restrict to one supplier.", "enum": [ "spl", "mazinoor", "nooran", "shoa", "candle", "setareh-shomal", "eslight", "beco" ], "type": "string" }, "category": { "description": "One of the 20 canonical categories — see list_categories.", "enum": [ "downlight", "wall", "magnetic", "linear", "pendant", "bollard", "ceiling-surface", "plaster-frame", "inground", "accessory", "track", "portable", "lamp", "street", "strip-profile", "industrial", "stair", "floodlight", "facade", "panel" ], "type": "string" }, "environment": { "description": "indoor, outdoor, or both. 'indoor' also returns fixtures rated for both.", "enum": [ "indoor", "outdoor", "both" ], "type": "string" }, "has_image": { "description": "Only products with an image on file.", "type": "boolean" }, "ip_min": { "description": "Minimum IP rating, e.g. 65 for a wet location.", "maximum": 69, "minimum": 20, "type": "integer" }, "limit": { "description": "Results per page (default 20, max 50).", "maximum": 50, "minimum": 1, "type": "integer" }, "mounting": { "description": "How it mounts.", "enum": [ "inground", "magnetic", "track", "pendant", "semi-recessed", "recessed", "surface", "wall", "pole", "spike", "portable" ], "type": "string" }, "offset": { "description": "Pagination offset; use nextOffset from the previous call.", "maximum": 5000, "minimum": 0, "type": "integer" }, "price_tier": { "description": "The price band the SUPPLIER declared for its whole range. Self-declared and per brand, not per product, and not a quoted price — no supplier on file publishes prices.", "enum": [ "budget", "mid", "premium" ], "type": "string" }, "q": { "description": "Free text in Persian or English, e.g. «چراغ خطی توکار» or 'recessed linear profile'.", "type": "string" } }, "type": "object" }, "name": "search_products", "outputSchema": null }, { "description": "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.", "inputSchema": { "additionalProperties": false, "properties": { "client": { "description": "Optional: a short name for your app, so we can tell which assistants send people here. Self-reported, lowercase slug.", "type": "string" }, "need": { "description": "The project in the person's own terms, in Persian or English — space, use, style, constraints. No personal details: the call is refused if it contains a phone number, an email or a handle.", "type": "string" } }, "required": [ "need" ], "type": "object" }, "name": "start_consultation", "outputSchema": null } ] }
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