/** * MCP Tool: find_flexoptix_for_switch * * "Customer has Switch X — which Flexoptix transceivers should they buy?" */ import { pool } from "../db"; export const finderTools = { find_flexoptix_for_switch: { name: "find_flexoptix_for_switch", description: "Find the right Flexoptix transceivers for a customer's switch. Input a switch model name and get compatible Flexoptix products with prices, shop links, and FlexBox coding info.", inputSchema: { type: "object" as const, properties: { switch_model: { type: "string", description: 'Switch model name (e.g., "Cisco Nexus 93180YC-FX3", "QFX5120-48Y", "DCS-7050SX3-48YC12")', }, speed_gbps: { type: "number", description: "Filter by port speed in Gbps (10, 25, 40, 100, 400)", }, reach: { type: "string", description: "Filter by reach (SR, LR, ER, ZR, or specific like 10km, 80km)", }, }, required: ["switch_model"], }, }, plan_transport: { name: "plan_transport", description: "Plan a fiber transport system between two cities. Returns switch, transceiver, and fiber provider recommendations with bill of materials and Flexoptix pricing.", inputSchema: { type: "object" as const, properties: { from: { type: "string", description: "Source city (e.g., Berlin, Frankfurt, Amsterdam)" }, to: { type: "string", description: "Destination city (e.g., Darmstadt, Munich, London)" }, bandwidth_gbps: { type: "number", description: "Required bandwidth in Gbps (default: 100)" }, redundancy: { type: "boolean", description: "Whether to include redundant path (default: false)" }, }, required: ["from", "to"], }, }, forecast_sales: { name: "forecast_sales", description: "Predict transceiver sales volume and price trajectory for a technology over 3/9/12/18 months. Includes buy/wait/hold signal.", inputSchema: { type: "object" as const, properties: { technology: { type: "string", description: 'Technology to forecast (e.g., "400G QSFP-DD", "100G QSFP28", "800G OSFP", "1.6T OSFP-XD")', }, }, required: ["technology"], }, }, get_competitor_alerts: { name: "get_competitor_alerts", description: "Get recent competitor intelligence: new products, price changes, stock changes. Shows what competitors are doing in the market.", inputSchema: { type: "object" as const, properties: { vendor: { type: "string", description: "Filter by competitor name/slug" }, alert_type: { type: "string", description: "Filter: new_product, price_drop, price_increase, out_of_stock, back_in_stock" }, days: { type: "number", description: "Look back N days (default: 7)" }, }, }, }, generate_blog: { name: "generate_blog", description: "Generate a professional blog post for the Flexoptix blog. Auto-enriched with pricing data, competitor analysis, and product links.", inputSchema: { type: "object" as const, properties: { topic: { type: "string", description: "Blog topic or title" }, type: { type: "string", description: "Blog type: market_alert, migration_guide, competitor_analysis, technology_deep_dive, buying_guide, tutorial, comparison", }, target_audience: { type: "string", description: "Audience: technical, sales, customer (default: technical)" }, include_products: { type: "boolean", description: "Include Flexoptix product recommendations (default: true)" }, word_count: { type: "number", description: "Target word count (default: 2000)" }, }, required: ["topic"], }, }, }; export async function handleFinderTool(name: string, args: Record): Promise { switch (name) { case "find_flexoptix_for_switch": { const { switch_model, speed_gbps, reach } = args; // Find switch const sw = await pool.query( `SELECT sw.id, sw.model, sw.series, sw.ports_config, sw.max_speed_gbps, v.name AS vendor FROM switches sw JOIN vendors v ON sw.vendor_id = v.id WHERE sw.model ILIKE '%' || $1 || '%' OR sw.search_vector @@ plainto_tsquery('english', $1) ORDER BY CASE WHEN sw.model ILIKE $1 THEN 0 ELSE 1 END LIMIT 3`, [switch_model] ); if (!sw.rows[0]) { return JSON.stringify({ error: `Switch "${switch_model}" not found. Try a partial model name.` }); } // Find compatible transceivers with Flexoptix products let sql = ` SELECT t.form_factor, t.speed_gbps, t.reach_label, t.fiber_type, t.connector, t.image_url, v.name AS vendor, c.firmware_min, (SELECT po.price FROM price_observations po WHERE po.transceiver_id = t.id ORDER BY po.time DESC LIMIT 1) AS price, (SELECT po.currency FROM price_observations po WHERE po.transceiver_id = t.id ORDER BY po.time DESC LIMIT 1) AS currency FROM compatibility c JOIN transceivers t ON c.transceiver_id = t.id JOIN vendors v ON t.vendor_id = v.id WHERE c.switch_id = $1 AND c.status = 'compatible' `; const params: any[] = [sw.rows[0].id]; let idx = 2; if (speed_gbps) { sql += ` AND t.speed_gbps = $${idx}`; params.push(speed_gbps); idx++; } if (reach) { sql += ` AND t.reach_label ILIKE $${idx}`; params.push(reach + '%'); idx++; } sql += ` ORDER BY t.speed_gbps DESC, t.reach_meters ASC LIMIT 30`; const compat = await pool.query(sql, params); return JSON.stringify({ switch: { model: sw.rows[0].model, vendor: sw.rows[0].vendor, ports: sw.rows[0].ports_config }, compatible_count: compat.rowCount, transceivers: compat.rows.map(r => ({ ...r, flexbox_note: "All Flexoptix transceivers support FlexBox coding — one transceiver works in any vendor's switch.", buy_url: `https://www.flexoptix.net/en/catalogsearch/result/?q=${encodeURIComponent(r.form_factor + ' ' + r.speed_gbps + 'G ' + r.reach_label)}`, })), }, null, 2); } case "get_competitor_alerts": { const { vendor, alert_type, days = 7 } = args; let sql = `SELECT ca.alert_type, ca.severity, ca.part_number, ca.product_name, ca.old_price, ca.new_price, ca.price_pct, ca.currency, ca.source_url, v.name AS vendor, ca.created_at FROM competitor_alerts ca LEFT JOIN vendors v ON ca.vendor_id = v.id WHERE ca.created_at > NOW() - INTERVAL '1 day' * $1`; const params: any[] = [days]; let idx = 2; if (vendor) { sql += ` AND v.slug ILIKE $${idx}`; params.push('%' + vendor + '%'); idx++; } if (alert_type) { sql += ` AND ca.alert_type = $${idx}`; params.push(alert_type); idx++; } sql += ` ORDER BY ca.created_at DESC LIMIT 30`; const result = await pool.query(sql, params); return JSON.stringify({ alerts: result.rows, count: result.rowCount }, null, 2); } case "plan_transport": case "forecast_sales": case "generate_blog": // These forward to the API routes — return instruction to use HTTP API return JSON.stringify({ note: `Use the TIP HTTP API for ${name}. See https://transceiver-db.context-x.org/api for endpoints.`, endpoint: name === "plan_transport" ? "POST /api/transport/plan" : name === "forecast_sales" ? "GET /api/forecast/:technology" : "POST /api/blog/generate", args, }); default: return JSON.stringify({ error: `Unknown tool: ${name}` }); } }