F
licenseNot graded
qualityD
maintenanceA powerful Model Context Protocol (MCP) server for image processing, designed to empower AI models with advanced image manipulation capabilities.
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mcp-image-optimizer
by piephai
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TDQS
A3.6/5.0
Scored across 8 tools
Disambiguation5/5
Each tool targets a distinct operation: optimization, batch, info, two distinct crop types, placeholder, watermark, and favicon generation. Even the two crop tools have clearly differentiated purposes (auto removes borders, smart uses AI).
Naming Consistency5/5
All tool names follow a consistent lowercase_snake_case verb_noun pattern (optimize_image, get_image_info, create_placeholder, add_watermark, generate_favicon). The crop tools use compound verbs but remain stylistically uniform.
Tool Count5/5
8 tools is well-scoped for an image optimization server. Each tool provides meaningful distinct functionality without redundancy or bloat.
Completeness4/5
The surface covers core image optimization, batch processing, metadata, cropping, placeholders, watermarks, and favicon generation. Minor gaps exist (e.g., no explicit format conversion tool), but the general optimize_image likely covers that, so no severe omissions.
Maintenance
ActivityInactive
ResponsivenessNo issues