A
licenseA
qualityC
maintenanceLocal image processing MCP server providing background removal, stock media search, resize, format conversion, and collage creation.
5
MIT
image-mcp
by TOBYCAI
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TDQS
A4.4/5.0
Scored across 12 tools
Disambiguation5/5
Each tool targets a distinct image operation: metadata inspection, resizing, cropping, format conversion, compression, rotation, mirroring, thumbnail generation, watermarking, effects, placeholder creation, and compositing. No two tools overlap in purpose; even resize vs thumbnail and convert vs compress have clear differences in use case.
Naming Consistency5/5
All tool names are single, lowercase verbs (info, resize, crop, convert, compress, rotate, flip, thumbnail, watermark, effects, placeholder, overlay). The convention is perfectly consistent, with no mixed styles or vague descriptors.
Tool Count5/5
With 12 tools, the server is well-scoped for an image manipulation toolkit. Each tool contributes a distinct capability, and the count is neither sparse nor bloated for the domain.
Completeness5/5
The tool surface covers the full lifecycle of image manipulation: reading metadata, resizing, cropping, converting, compressing, rotating, flipping, generating thumbnails, adding watermarks, applying effects, creating placeholders, and compositing overlays. There are no obvious gaps for common image operations.
Maintenance
ActivitySlowing
ResponsivenessNo issues