{
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    "title": "Duplicate Image Finder",
    "description": "Find duplicate and near-duplicate images in image URLs or an upload by perceptual hash. Use when you need to dedupe an image set or spot resized copies.",
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  "components": {
    "schemas": {
      "inputSchema": {
        "type": "object",
        "properties": {
          "imageUrls": {
            "title": "Image URLs",
            "type": "array",
            "description": "Direct links to image files (PNG, JPEG, GIF, BMP or TIFF), one per line, for example https://www.w3.org/Graphics/PNG/nurbcup2si.png. At least two, up to 500 images per run, 20 MB each. Each image that can be decoded gives one result row; broken links are skipped and not charged.",
            "items": {
              "type": "string"
            }
          },
          "imageFile": {
            "title": "Upload an image (optional)",
            "type": "string",
            "description": "Or upload one image file here (PNG, JPEG, GIF, BMP or TIFF), for example photo.jpg. It is compared together with the URLs above and listed after them. Optional."
          },
          "threshold": {
            "title": "Threshold (Hamming distance)",
            "minimum": 0,
            "maximum": 64,
            "type": "integer",
            "description": "Two images count as near-duplicates when both their dHash and aHash differ in at most this many of 64 bits. 0 = identical hashes only. Default 6; for example 3 for stricter matching or 10 for looser.",
            "default": 6
          },
          "compareMode": {
            "title": "Compare mode",
            "enum": [
              "all-pairs",
              "againstFirst"
            ],
            "type": "string",
            "description": "all-pairs (default) compares every image with every earlier image and groups chains of matches. againstFirst compares each image only with the first one, for example to find copies of one reference image.",
            "default": "all-pairs"
          },
          "maxItems": {
            "title": "Max results",
            "minimum": 1,
            "maximum": 100000,
            "type": "integer",
            "description": "Stop after this many result rows (one row per image, one billable result each). Default 100; for example 500 for a full run.",
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          }
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                  "userAgent": {
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              },
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