{
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    "title": "Clutch.co Scraper - Agency Ratings, Reviews & Contacts",
    "description": "Scrape verified agency and software company data from Clutch.co: ratings, pricing, reviews, and contact details across dev, design, marketing, SEO, mobile, and IT services categories.Deliver results straight to Notion, Slack, Airtable, or Sheets via MCP.",
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        "properties": {
          "category": {
            "title": "Category",
            "enum": [
              "",
              "software-developers",
              "web-designers",
              "digital-marketing",
              "seo-companies",
              "mobile-app-developers",
              "it-services"
            ],
            "type": "string",
            "description": "Select a Clutch category to scrape. Leave blank to scrape all categories.",
            "default": "software-developers"
          },
          "filterName": {
            "title": "Filter by Name",
            "type": "string",
            "description": "Case-insensitive substring filter. Only companies whose name contains this string will be included in the output."
          },
          "location": {
            "title": "Location Filter",
            "type": "string",
            "description": "Filter companies by location. Uses Clutch's URL-based location slug (e.g. 'new-york-city', 'india', 'united-kingdom'). Leave blank to scrape globally."
          },
          "maxPages": {
            "title": "Max Pages",
            "minimum": 1,
            "type": "integer",
            "description": "Maximum number of listing pages to paginate through",
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          },
          "maxRecords": {
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          },
          "scrapeProfiles": {
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          },
          "scrapeAllReviews": {
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          },
          "mcpConnector": {
            "title": "Deliver to (MCP connector)",
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            "description": "Optionally deliver scraped companies into a connector you have authorized — Notion, Slack, Airtable, Google Sheets, or any MCP-compatible connector. Leave empty to only save the result to the dataset."
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            "title": "Delivery mode",
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              "none"
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            "description": "How to deliver to the connector: 'summary' (one call with all scraped companies), 'chunked' (split a long company list across a few calls so services like Notion never time out), 'perCompany' (one call per company), or 'none' (save to dataset only).",
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          },
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            "type": "string",
            "description": "Name of the tool to call on the connector (e.g. 'create_page' for Notion, 'send_message' for Slack, 'append_row' for Google Sheets). If unsure, run once with a connector selected — the log lists the connector's available tools.",
            "default": ""
          },
          "mcpArguments": {
            "title": "Connector tool arguments",
            "type": "object",
            "description": "Arguments passed to the connector tool. String values support {placeholders}. In 'summary' mode: {companyCount}, {companies} (all companies as text) and {message} (the rendered template below). In 'chunked' mode: same as summary but {companies} holds one part of the list and {part}/{partCount} give the 1-based part number and total. In 'perCompany' mode: any field from that company's output record (e.g. {name}, {profileLink}, {rating}, {location}, {hourlyRate}, {website}), plus {companyText} (a formatted block) and {message}. Example for Slack: {\"channel\": \"#leads\", \"text\": \"{message}\"}.",
            "default": {}
          },
          "mcpMessageTemplate": {
            "title": "Message template",
            "type": "string",
            "description": "Optional template rendered and exposed as the {message} placeholder in the tool arguments. Summary example: 'Scraped {companyCount} companies from Clutch:\\n\\n{companies}'. Per-company example: '{name} — {rating} — {profileLink}'.",
            "default": ""
          }
        }
      },
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              "status": {
                "type": "string",
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                    "type": "string",
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                  "userAgent": {
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