Image toolkit: resize, compress, crop, watermark, convert, rotate, EXIF read/strip.
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Scored across 8 tools
Most tools are clearly distinct, but img_compress and img_convert both support format changes, and img_info and img_exif both read metadata, creating minor overlap. The descriptions help clarify the primary purposes, so ambiguity is low.
All tools share the img_ prefix and mostly use verb-based names like img_compress and img_resize. However, img_info and img_exif are noun-based, which is a slight deviation from the pattern, though still predictable and readable.
With 8 tools, the server is well-scoped for an image toolbox. Each tool addresses a common operation without unnecessary additions, making the count appropriate for the stated purpose.
The toolset covers the core image lifecycle: inspecting info, reading EXIF, compressing, converting, resizing, cropping, rotating, and watermarking. There are no glaring gaps for a practical image toolbox, so agents can handle typical workflows end-to-end.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
img_convertimg_exifimg_rotateimg_compressimg_cropimg_infoimg_resizeimg_watermarkImage and PDF toolkit: convert to AVIF/WebP/JXL, resize, crop, remove backgrounds, optimize PDFs.
Image & PDF tools for AI agents: compress, convert, resize, PDF, AI vision, pipeline.
Resize, compress, convert, watermark and SEO-tag e-commerce product images from a public URL.
Compress, convert and resize images, and scan web pages for every image they load.
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