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Agriculture & FoodMCP serverFirst audited Nov 13, 2026

Image Resize & Convert Tools (Tanod)

Edit images in one call: resize, convert, compress, crop, metadata, favicons, QR codes, OCR.The vendor's description, from its MCP Registry listing.

Passed public checksAudited Nov 13, 2026

Every public check ran and passed. Public audit: we connect as an AI client would, list the tools and check what they say. We do not run them. How we audit

Does it work?
YesConnected in 361 ms.
Sign-up?
None neededIt answered without any account or key.
Can it change things?
YesSome tools say they can change things. Your AI client should ask you first.
Endpointhttps://tanod.dev/mcp/images

Source code Website Streamable HTTP · protocol 2025-11-25 · server version 0.1.0

What we checked, the evidence, and the tools it offers.

What we checked

Security

  • Passed: Connections are encrypted (HTTPS).

  • Passed: No hidden instructions found in tool text.

Safety labels

  • Note: 15 tools are labelled as able to change things.

    Expected for tools that send, write or buy. Your AI client should ask before calling them.

    • image_resize
    • image_convert
    • image_compress
    • image_crop
    • image_rotate
    • image_thumbnail
    • image_strip_metadata
    • image_watermark
    • and 7 more
  • Passed: Every tool says whether it only reads or can change things.

Tools

  • Passed: 24 tools listed.

  • Passed: Every tool describes its inputs with a valid schema.

Protocol

  • Passed: The MCP handshake works (Streamable HTTP).

  • Passed: Protocol version 2025-11-25 (latest).

  • Passed: Unknown requests are refused.

Connection

  • Passed: The server responds.

Tools (24)

As the server describes them. The labels are the server's own: it says whether each tool only reads or can change things.

  • image_resizeimagepeek: Resize an image. For several sizes in one call use image_thumbnail; for a box or ratio use image_crop. Returns the image resized to `width` and/or `height` (or by `scale`) with `fit` insid…Can change things
  • image_convertimagepeek: Convert an image to PNG, JPEG, WebP, GIF, TIFF, BMP, ICO or AVIF. To shrink the file use image_compress. Returns the image converted `to` png, jpeg, webp, gif, tiff, bmp, ico (16-256 px ic…Can change things
  • image_compressimagepeek: Compress an image, optionally to a byte budget. To change the format only use image_convert. Returns a smaller JPEG, WebP, AVIF or PNG (or original if not smaller). With `max_bytes`, defau…Can change things
  • image_cropimagepeek: Crop an image to a box or an aspect ratio. To scale instead use image_resize. Returns the image cropped to a box (`left`, `top`, `width`, `height`; out of bounds is a 422 crop_out_of_bound…Can change things
  • image_rotateimagepeek: Rotate or flip an image. To change the format use image_convert. Returns the image rotated clockwise by `angle` (multiples of 90 are lossless transposes; other angles are bicubic, expanded…Can change things
  • image_thumbnailimagepeek: Make 1-8 thumbnails of an image in one call. For one exact resize use image_resize. Returns 1-8 thumbnails in one call, each `sizes` entry {width, height} (at most 4096), by `fit` cover (s…Can change things
  • image_metadataimagepeek: Read an image's EXIF, GPS, XMP, IPTC and ICC metadata. To remove the metadata use image_strip_metadata. Returns an image's header and metadata without decoding its pixels: format, dimensio…Read-only
  • image_strip_metadataimagepeek: Strip an image's EXIF, GPS, XMP, IPTC and comment metadata. To read the metadata use image_metadata. Returns the image without EXIF (GPS included), XMP, IPTC, comments and text chunks: JPE…Can change things
  • image_watermarkimagepeek: Add a text watermark to an image. For PDFs use pdf_watermark. Returns the image with a text watermark (1-200 printable characters, DejaVu Sans Mono) at one of 9 positions, or `tile`d in a…Can change things
  • image_colorsimagepeek: Extract the dominant colours of an image. For a placeholder string use image_blurhash. Returns an image's palette of `k` colours (hex, rgb, share), the dominant one and the average colour…Read-only
  • image_hashimagepeek: Compute perceptual hashes of an image, optionally compared. To group duplicates among up to 100 images use image_dedupe. Returns perceptual hashes of an image (aHash, dHash, pHash, wHash;…Read-only
  • image_dedupeimagepeek: Find duplicate images in a batch: group near-duplicates and pick the biggest. For a pair use image_hash. Returns groups of duplicate and near-duplicate images among up to 100 URLs (percept…Read-only
  • image_faviconimagepeek: Generate a favicon set from an image. For plain sizes use image_thumbnail. Returns a favicon set from one image: favicon.ico (16, 32, 48 px), favicon-32x32.png, apple-touch-icon.png (180 p…Can change things
  • image_blurhashimagepeek: Generate a BlurHash placeholder string for an image. For the palette use image_colors. Returns the BlurHash string of an image (the published woltapp algorithm, identical to the reference…Read-only
  • read_qr_barcodeimagepeek: Read every QR code and barcode in an image. To make a QR code use make_qr_code; for other text use ocr_image. Returns every code found: `type` (QR, EAN-13, EAN-8, UPC-A, UPC-E, Code128, Co…Read-only
  • ocr_imagesitepeek: OCR text in a public image; 17 languages. For a scanned PDF use pdf_ocr; for QR codes and barcodes use read_qr_barcode. Returns width, height, format, text (lines and paragraphs kept), word…Read-only
  • make_qr_codeutilpeek: make a QR code image. For 1-D barcodes use make_barcode; to read a code use read_qr_barcode. Returns `svg` (text) or `data_base64` (PNG), or with `output` "url" a 24 h download link, plus `…Can change things
  • make_barcodeutilpeek: make a 1-D barcode image. For QR codes use make_qr_code; to find the product behind a number use lookup_barcode_product. Returns `svg` (text, with width_mm/height_mm) or `data_base64` (PNG,…Can change things
  • convert_color_check_contrastutilpeek: Convert a color between hex, RGB, HSL and OKLCH and check WCAG contrast. For contrast alone use check_wcag_contrast. Returns a CSS color (hex, rgb(), hsl() or a CSS name) as hex, rgb, hsl,…Read-only
  • render_mermaidpdfpeek: Render Mermaid diagram code to an SVG or PNG image. Returns Mermaid diagram code drawn as an SVG or PNG file in an offline sandboxed browser: `format` svg | png, `theme` (default, dark, fore…Can change things
  • extract_pdf_imagespdfpeek: Extract embedded raster images from a PDF. Returns a ZIP of raster image XObjects and a per-page manifest; identical bytes share an asset. Up to 500 input pages, 100 selected pages, 200 imag…Can change things
  • vectorize_imageimagepeek: Vectorize a raster image to SVG paths. Returns traces a PNG, JPEG or WebP logo, icon or diagram into filled SVG paths using VTracer (MIT). Approximate; not OCR. 10 MB/40 MP input; trace <=…Can change things
  • upscale_imageimagepeek: Upscale a small image 2x with a neural model. Returns creates a 2x neural derivative of one PNG, JPEG or WebP using offline QuickSRNet Small (BSD-3-Clause). Neural x2 derivative, not recov…Can change things
  • recognize_math_imageimagepeek: Recognize one printed equation as LaTeX. Returns recognizes one cropped printed equation as LaTeX using an offline model. Input: Exactly one url or image_base64; PNG, JPEG or WebP, up to 1…Read-only

Audit history

  1. Nov 13Passed

What we sent

Every request in this audit, with the answer and how long it took. We never send credentials and never call a tool.

RequestAnswerTime
initializeHTTP 200361 ms
initializedHTTP 202273 ms
tools/listHTTP 2001208 ms
resources/listHTTP 200298 ms
prompts/listHTTP 200282 ms
unknown-methodHTTP 200283 ms

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