A
licenseB
qualityC
maintenanceA lightweight MCP server for image analysis using any OpenAI-compatible API endpoint, enabling AI agents to analyze images via a single tool.
1
9
MIT
mcp-image-tools
by rog0x
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TDQS
A3.9/5.0
Scored across 5 tools
Disambiguation5/5
Each tool targets a distinct image-related task: reading HTTP headers, finding favicons, extracting social media images, generating responsive markup, and creating placeholders. No two tools could be confused for one another.
Naming Consistency2/5
Tool names are a mix of verb-initial names (find_favicons, extract_og_image, generate_placeholder) and noun-phrase names (image_metadata, responsive_images). The lack of a consistent verb_noun pattern makes the set feel less predictable.
Tool Count5/5
The server has 5 focused tools, which is well within the ideal range for a single-purpose utility server. Each tool earns its place without bloat.
Completeness4/5
The tools comprehensively cover common web image workflows: inspecting, discovering, generating, and integrating images. A minor gap is the lack of image transformation (e.g., resizing) but this is not clearly in scope.
Maintenance
ActivityInactive
ResponsivenessNo issues