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  "info": {
    "title": "Finn Torget Scraper - Norwegian Marketplace",
    "description": "Scrape finn.no/torget — Norway's largest classifieds marketplace. Filter by category, condition, and price across 11 categories and all Norwegian counties with incremental change tracking on scheduled runs so you only pay for new and updated listings after the baseline pass.",
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  "components": {
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      "inputSchema": {
        "type": "object",
        "properties": {
          "query": {
            "title": "🔍 Search Term(s)",
            "type": "string",
            "description": "Search keywords (e.g. 'iPhone', 'sofa', 'sykkel')."
          },
          "category": {
            "title": "📁 Category",
            "enum": [
              "all",
              "antikviteter_kunst",
              "dyr_utstyr",
              "elektronikk_hvitevarer",
              "foreldre_barn",
              "fritid_hobby_underholdning",
              "hage_oppussing_hus",
              "klaer_kosmetikk",
              "mobler_interior",
              "naeringsvirksomhet",
              "sport_friluftsliv",
              "bil_baat_mc_utstyr"
            ],
            "type": "string",
            "description": "Filter by FINN.no Torget category.",
            "default": "all"
          },
          "condition": {
            "title": "Condition",
            "enum": [
              "all",
              "new_sealed",
              "as_new",
              "good",
              "worn",
              "needs_repair"
            ],
            "type": "string",
            "description": "Filter by item condition.",
            "default": "all"
          },
          "region": {
            "title": "🌍 Region",
            "enum": [
              "all",
              "agder",
              "akershus",
              "buskerud",
              "finnmark",
              "innlandet",
              "more_og_romsdal",
              "nordland",
              "oslo",
              "rogaland",
              "svalbard",
              "telemark",
              "troms",
              "trondelag",
              "vestfold",
              "vestland",
              "ostfold"
            ],
            "type": "string",
            "description": "Filter by Norwegian county (fylke).",
            "default": "all"
          },
          "priceMin": {
            "title": "💰 Min Price (NOK)",
            "minimum": 0,
            "type": "integer",
            "description": "Minimum price filter.",
            "default": 0
          },
          "priceMax": {
            "title": "💰 Max Price (NOK)",
            "minimum": 0,
            "type": "integer",
            "description": "Maximum price filter. 0 = no limit.",
            "default": 0
          },
          "sellerType": {
            "title": "Seller Type",
            "enum": [
              "",
              "private",
              "dealer"
            ],
            "type": "string",
            "description": "Filter by seller type.",
            "default": ""
          },
          "fiksFerdig": {
            "title": "📦 Fiks ferdig only",
            "type": "boolean",
            "description": "Return only listings that support Fiks ferdig (transactable shipping via finn.no). About 86% of recommerce listings qualify. Maps to `shipping_exists=true` on the SERP URL.",
            "default": false
          },
          "sortBy": {
            "title": "🔀 Sort By",
            "enum": [
              "relevance",
              "newest",
              "oldest",
              "price_asc",
              "price_desc",
              "closest"
            ],
            "type": "string",
            "description": "Sort order for results.",
            "default": "relevance"
          },
          "maxResults": {
            "title": "💯 Max Results",
            "minimum": 0,
            "maximum": 5000,
            "type": "integer",
            "description": "Maximum total results to return. 0 = unlimited.",
            "default": 25
          },
          "includeDetails": {
            "title": "📋 Include Full Details",
            "type": "boolean",
            "description": "Fetch full listing details (description, images, category, attributes). Slower but more complete.",
            "default": true
          },
          "descriptionMaxLength": {
            "title": "✂️ Description Max Length",
            "minimum": 0,
            "type": "integer",
            "description": "Truncate description to N chars. 0 = no truncation.",
            "default": 0
          },
          "compact": {
            "title": "📦 Compact Output",
            "type": "boolean",
            "description": "Core fields only (for AI-agent/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 return new and changed listings. Requires stateKey.",
            "default": false
          },
          "emitUnchanged": {
            "title": "Include Unchanged Listings",
            "type": "boolean",
            "description": "When Incremental Mode is on, also emit unchanged listings. By default, unchanged listings are tracked but skipped.",
            "default": false
          },
          "stateKey": {
            "title": "🔑 State Key",
            "type": "string",
            "description": "Unique identifier for incremental state. Defaults to a hash of your search query."
          },
          "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 (e.g. \"-100123456789\"). Required when telegramToken is set."
          },
          "discordWebhookUrl": {
            "title": "🎮 Discord Webhook URL",
            "type": "string",
            "description": "Discord incoming webhook URL."
          },
          "slackWebhookUrl": {
            "title": "💼 Slack Webhook URL",
            "type": "string",
            "description": "Slack incoming webhook URL."
          },
          "notificationLimit": {
            "title": "📊 Max Listings Per Notification",
            "minimum": 1,
            "maximum": 20,
            "type": "integer",
            "description": "Maximum number of listings included in each notification message (1–20).",
            "default": 5
          },
          "notifyOnlyChanges": {
            "title": "🔄 Notify Only New/Updated",
            "type": "boolean",
            "description": "When Incremental Mode is on, only send notifications for NEW and UPDATED listings.",
            "default": false
          },
          "whatsappAccessToken": {
            "title": "📱 WhatsApp Access Token",
            "type": "string",
            "description": "WhatsApp Cloud API permanent access token."
          },
          "whatsappPhoneNumberId": {
            "title": "📞 WhatsApp Phone Number ID",
            "type": "string",
            "description": "Your WhatsApp Business phone-number ID."
          },
          "whatsappTo": {
            "title": "📲 WhatsApp Recipient",
            "type": "string",
            "description": "Recipient phone in E.164 format without +."
          },
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            "title": "🪝 Generic Webhook URL",
            "type": "string",
            "description": "Receives a JSON POST with {metadata, items} after each run."
          },
          "webhookHeaders": {
            "title": "📋 Webhook Headers",
            "type": "object",
            "description": "Optional JSON object of custom headers."
          },
          "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.",
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          }
        }
      },
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