{
  "openapi": "3.0.1",
  "info": {
    "title": "Finn.no Mobility Scraper - Cars, MC, Boats & More",
    "description": "Scrape finn.no/mobility - Norway's largest vehicle marketplace with 100,000+ active listings. Extract make, model, year, price, mileage, and full spec sheets from 6 categories: cars, motorcycles, boats, B2B machinery, caravans, and mobilehomes.",
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  "components": {
    "schemas": {
      "inputSchema": {
        "type": "object",
        "properties": {
          "category": {
            "title": "📁 Category",
            "enum": [
              "car",
              "mc",
              "boat",
              "b2b",
              "caravan",
              "mobilehome"
            ],
            "type": "string",
            "description": "Vehicle category to scrape.",
            "default": "car"
          },
          "query": {
            "title": "🔍 Search Term(s)",
            "type": "string",
            "description": "Free-text search keywords (e.g. \"Toyota HiLux\"). Leave empty to browse all listings."
          },
          "make": {
            "title": "Make / Brand",
            "enum": [
              "",
              "Volkswagen",
              "Toyota",
              "BMW",
              "Mercedes-Benz",
              "Volvo",
              "Ford",
              "Audi",
              "Peugeot",
              "Skoda",
              "Nissan",
              "Tesla",
              "Mitsubishi",
              "Kia",
              "Hyundai",
              "Opel",
              "Citroen",
              "Mazda",
              "Porsche",
              "Suzuki",
              "Renault",
              "Land Rover",
              "MG",
              "BYD",
              "Subaru",
              "Polestar",
              "Chevrolet",
              "Lexus",
              "MINI",
              "Honda",
              "Jaguar",
              "Fiat",
              "Jeep",
              "Saab",
              "Cupra",
              "Alfa Romeo",
              "DS",
              "Cadillac",
              "Ferrari",
              "Bentley",
              "Maserati",
              "Abarth",
              "Dodge",
              "XPeng"
            ],
            "type": "string",
            "description": "Filter by vehicle make. Brand name (e.g. \"Toyota\", \"BMW\") or raw Schibsted variant ID (e.g. \"0.749\" for BMW). Unknown brands are silently dropped.",
            "default": ""
          },
          "location": {
            "title": "📍 Location",
            "type": "string",
            "description": "City or region (e.g. \"Oslo\", \"Bergen\")."
          },
          "yearFrom": {
            "title": "Year From",
            "minimum": 1900,
            "maximum": 2100,
            "type": "integer",
            "description": "Earliest model year to include. Listings with a model year older than this are excluded. Combine with `yearTo` to bound the range. Leave blank to include all years."
          },
          "yearTo": {
            "title": "Year To",
            "minimum": 1900,
            "maximum": 2100,
            "type": "integer",
            "description": "Latest model year to include. Listings with a model year newer than this are excluded. Combine with `yearFrom` to bound the range. Leave blank to include all years."
          },
          "priceFrom": {
            "title": "Price From (NOK)",
            "minimum": 0,
            "type": "integer",
            "description": "Minimum asking price in NOK."
          },
          "priceTo": {
            "title": "Price To (NOK)",
            "minimum": 0,
            "type": "integer",
            "description": "Maximum asking price in NOK."
          },
          "mileageFrom": {
            "title": "Mileage From (km)",
            "minimum": 0,
            "type": "integer",
            "description": "Minimum mileage in kilometres.",
            "default": 0
          },
          "mileageTo": {
            "title": "Mileage To (km)",
            "minimum": 0,
            "type": "integer",
            "description": "Maximum mileage in kilometres.",
            "default": 0
          },
          "fuel": {
            "title": "Fuel Type",
            "enum": [
              "",
              "Bensin",
              "Diesel",
              "El",
              "Hybrid bensin",
              "Hybrid diesel",
              "Plug-in Bensin",
              "Plug-in Diesel",
              "Gass (CNG)",
              "Gass+bensin",
              "Hydrogen",
              "Etanol (FFV, E85)"
            ],
            "type": "string",
            "description": "Filter by fuel type. Norwegian label or numeric ID both work.",
            "default": ""
          },
          "transmission": {
            "title": "Transmission",
            "enum": [
              "",
              "Manuell",
              "Automat"
            ],
            "type": "string",
            "description": "Filter by transmission type. Norwegian label or numeric ID both work.",
            "default": ""
          },
          "dealerSegment": {
            "title": "Seller Segment",
            "enum": [
              "",
              "Merkeforhandler",
              "Annet bilutsalg",
              "Privat"
            ],
            "type": "string",
            "description": "Filter by seller type.",
            "default": ""
          },
          "maxResults": {
            "title": "💯 Max Results",
            "minimum": 0,
            "maximum": 100000,
            "type": "integer",
            "description": "Maximum number of listings to return (0 = unlimited). Memory scales with this: ≤1000 results uses 256 MB, >1000 uses 512 MB.",
            "default": 50
          },
          "fetchDetails": {
            "title": "📋 Include Full Details",
            "type": "boolean",
            "description": "Fetch individual listing pages for full specs (vehicleSpecs), sellerKnowledge Q&A, dealer infokort (orgNr, streetAddress, dealer page), inspection report URL, and updatedAt. Adds one HTTP request per listing.",
            "default": true
          },
          "descriptionMaxLength": {
            "title": "✂️ Description Max Length",
            "minimum": 0,
            "type": "integer",
            "description": "Truncate description text to N characters. 0 = no truncation. Only relevant when fetchDetails is true.",
            "default": 0
          },
          "compact": {
            "title": "📦 Compact Output",
            "type": "boolean",
            "description": "Return core fields only (listingId, make, model, year, price, mileage, fuel, transmission, location, url). Ideal for AI-agent and MCP workflows.",
            "default": false
          },
          "omitNulls": {
            "title": "🧹 Omit Null / Empty Fields",
            "type": "boolean",
            "description": "Drop fields with null, empty string, empty array, or empty object values from each output row. Reduces dataset size and removes noise for LLM pipelines. Keeps `false` and `0` as valid values. Default **on** — flip off if you need a stable schema where every row has every documented field.",
            "default": true
          },
          "incrementalMode": {
            "title": "♻️ Incremental Mode",
            "type": "boolean",
            "description": "Only emit new or changed listings compared to the previous run. Requires stateKey.",
            "default": false
          },
          "stateKey": {
            "title": "🔑 State Key",
            "type": "string",
            "description": "Optional stable identifier for the tracked search universe. Leave empty to auto-derive a stable identifier from your search inputs — different keyword/location/filter combinations get isolated state automatically."
          },
          "skipReposts": {
            "title": "🚫 Skip Reposts",
            "type": "boolean",
            "description": "In incremental mode, skip listings that appear to be reposts of previously-seen expired listings (same content hash).",
            "default": false
          },
          "telegramToken": {
            "title": "🤖 Telegram Bot Token",
            "type": "string",
            "description": "Telegram bot token from @BotFather. Required for Telegram notifications."
          },
          "telegramChatId": {
            "title": "💬 Telegram Chat ID",
            "type": "string",
            "description": "Telegram chat or channel ID where alerts are sent (e.g. \"-100123456789\" for a private group, or \"@yourchannel\")."
          },
          "discordWebhookUrl": {
            "title": "🎮 Discord Webhook URL",
            "type": "string",
            "description": "Discord incoming webhook URL. Get one from Server Settings → Integrations → Webhooks."
          },
          "slackWebhookUrl": {
            "title": "💼 Slack Webhook URL",
            "type": "string",
            "description": "Slack incoming webhook URL. Create at api.slack.com/messaging/webhooks."
          },
          "whatsappPhoneNumberId": {
            "title": "📱 WhatsApp Phone Number ID",
            "type": "string",
            "description": "WhatsApp Business phone number ID from Meta Business Manager (NOT the phone number itself — the numeric ID shown next to your business number). Free service-conversation messages within 24 hours of last user-initiated contact."
          },
          "whatsappAccessToken": {
            "title": "🔐 WhatsApp Access Token",
            "type": "string",
            "description": "Meta Cloud API access token with `whatsapp_business_messaging` scope. Get a permanent token from a system user in Meta Business Manager."
          },
          "whatsappTo": {
            "title": "📨 WhatsApp Recipient",
            "type": "string",
            "description": "Recipient phone in E.164 format (e.g. +4791234567). Recipient must have messaged your business number within the last 24 hours — outside that window, free-form text is rejected by Meta."
          },
          "webhookUrl": {
            "title": "🪝 Generic Webhook URL",
            "type": "string",
            "description": "Generic webhook URL that receives a JSON POST with the full listing payload + run metadata. Universal escape hatch for n8n / Make / Zapier / your own backend."
          },
          "webhookHeaders": {
            "title": "🔑 Webhook Headers",
            "type": "object",
            "description": "Optional headers (e.g. {\"Authorization\": \"Bearer xyz\"}) sent with the webhook POST."
          },
          "notificationLimit": {
            "title": "📊 Max Listings Per Notification",
            "minimum": 1,
            "maximum": 20,
            "type": "integer",
            "description": "Maximum number of listings included in each notification message (1–20). Excess listings are still in the dataset; notifications get a summary line.",
            "default": 5
          },
          "notifyOnlyChanges": {
            "title": "🔄 Notify Only New/Updated",
            "type": "boolean",
            "description": "When Incremental Mode is on, only send notifications for NEW / UPDATED / REAPPEARED listings. Has no effect outside incremental mode.",
            "default": false
          },
          "descriptionFormat": {
            "title": "Description format",
            "enum": [
              "all",
              "text",
              "html",
              "markdown"
            ],
            "type": "string",
            "description": "Pick a single description representation. `all` keeps every variant; `text` / `html` / `markdown` drop the others.",
            "default": "all"
          },
          "excludeEmptyFields": {
            "title": "Exclude empty fields from output",
            "type": "boolean",
            "description": "Drop null, empty-string, and empty-array fields from each record before push. Smaller payloads for AI agents and dashboards.",
            "default": false
          }
        }
      },
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