A
licenseA
qualityA
maintenanceEnables text-only AI coding agents to analyze images and videos via vision-capable models (Gemini, Grok, OpenRouter), returning text descriptions for reasoning.
2
13 npm
MIT
llm-vision-mcp
by KuaaMU
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TDQS
A4.7/5.0
Scored across 1 tool
Disambiguation5/5
With only one tool, there is no possibility of confusion or overlap. The single tool has a clear and distinct purpose: analyzing images.
Naming Consistency5/5
The tool name 'analyze_image' follows a clean verb_noun pattern. Since there is only one tool, naming consistency is perfect.
Tool Count4/5
The server has exactly one tool, which feels slightly thin but is reasonable for a highly focused vision analysis server. The tool is comprehensive, handling many tasks through parameters, so the count is not inadequate.
Completeness5/5
The tool covers a wide range of vision tasks including describe, OCR, UI, layout, and QA, with multiple input sources and output options. There are no obvious gaps for the stated purpose of enabling text-only agents to analyze images.
Maintenance
ActivitySlowing
ResponsivenessNo issues