{
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    "title": "Yandex Reverse Image Search API",
    "description": "Search Yandex by image. Give an image URL and get every page where it appears online, visually similar images, other sizes, matching shop products, and image tags as clean JSON. Crop-box targeting, 6 regional domains, pay per result.",
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  "components": {
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      "inputSchema": {
        "type": "object",
        "required": [
          "image_url"
        ],
        "properties": {
          "image_url": {
            "title": "Image URL",
            "type": "string",
            "description": "Provide the public http(s) URL of the image to search by. Yandex fetches this URL, so it must be reachable from the internet (no localhost or private links). Example: `https://substack-post-media.s3.amazonaws.com/public/images/edbfb2cd-ebcb-4527-bec7-5315c182278f_445x445.png`."
          },
          "crop": {
            "title": "Crop box",
            "type": "string",
            "description": "Optionally crop the image before searching, as four ';'-separated fractions between 0 and 1 in the order left;top;right;bottom. Example: `0.1;0.2;0.9;0.8` searches only the middle of the image. Leave blank to search the whole image."
          },
          "include_matching_pages": {
            "title": "Matching pages",
            "type": "boolean",
            "description": "Return pages where this image (or a close match) appears online, with page title, link, and snippet. Rows with result_type 'matching_page'. On by default.",
            "default": true
          },
          "include_similar_images": {
            "title": "Similar images",
            "type": "boolean",
            "description": "Return visually similar images from across the web, with thumbnails and links. Rows with result_type 'similar_image'. On by default.",
            "default": true
          },
          "include_image_sizes": {
            "title": "Other sizes",
            "type": "boolean",
            "description": "Return other resolutions of the same image, categorized large / medium / small. Rows with result_type 'image_size'. Off by default.",
            "default": false
          },
          "include_image_tags": {
            "title": "Image tags",
            "type": "boolean",
            "description": "Return suggested search terms describing what is in the image. Rows with result_type 'image_tag'. Off by default.",
            "default": false
          },
          "include_shopping_results": {
            "title": "Shopping matches",
            "type": "boolean",
            "description": "Return e-commerce products that match the image content, with prices where available. Rows with result_type 'shopping_result'. Off by default.",
            "default": false
          },
          "include_knowledge_graph": {
            "title": "Knowledge graph",
            "type": "boolean",
            "description": "Return the entity card when the image contains a recognizable subject (a person, landmark, product, or brand). One row with result_type 'knowledge_graph'. Off by default.",
            "default": false
          },
          "yandex_domain": {
            "title": "Yandex Domain",
            "enum": [
              "yandex.com",
              "yandex.ru",
              "yandex.by",
              "yandex.kz",
              "yandex.uz",
              "yandex.com.tr"
            ],
            "type": "string",
            "description": "The regional Yandex domain to search from. Defaults to 'yandex.com'. Results can differ by region.",
            "default": "yandex.com"
          },
          "max_results": {
            "title": "Maximum results",
            "minimum": 0,
            "type": "integer",
            "description": "Cap the total number of result rows returned (and billed) by this run. 0 (the default) returns everything the search found for your selected result types. Set a small number like 20 for a low-cost first run.",
            "default": 0
          }
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              },
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