F
licenseNot graded
qualityB
maintenanceEnables pure text LLMs to understand images by acting as a proxy to vision models via OpenAI-compatible APIs. Supports local files, URLs, and base64 inputs for image analysis.
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agent-vision-mcp
by aabbccddwasd
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TDQS
A4.5/5.0
Scored across 1 tool
Disambiguation5/5
There is only one tool, so there is no possibility of ambiguity or misselection. The tool's purpose is clearly distinct and singular.
Naming Consistency5/5
With a single tool named 'analyze_image', the naming follows a clear and consistent verb_noun pattern. There are no other tools to introduce inconsistency.
Tool Count4/5
The server has only one tool, which is below the typical 3-15 range, but it is a narrow-purpose server focused on image analysis. The single tool is well-scoped and earns its place, making the count slightly under but reasonable.
Completeness5/5
The single tool covers a wide range of image analysis needs—description, OCR, UI element detection, chart reading, etc. There are no obvious gaps for the stated purpose of giving a non-vision model the ability to see.
Maintenance
ActivitySlowing
ResponsivenessNo issues