A
licenseA
qualityD
maintenanceEnables image analysis and understanding using Vision Language Models through OpenAI-compatible APIs. Supports analyzing images from URLs or local files with custom prompts.
1
2
MIT
Kolosal Vision MCP
by madebyaris
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TDQS
A3.9/5.0
Scored across 1 tool
Disambiguation5/5
With only one tool, there is no possibility of confusion or overlap. The tool's purpose is clear and distinct, so agents cannot misselect.
Naming Consistency5/5
The single tool name 'analyze_image' follows a clear verb_noun pattern. Consistency is trivially maintained since there are no other tools to compare.
Tool Count3/5
At only one tool, the server feels thin even though it serves a narrow purpose. It is on the borderline of the acceptable range, as a vision server might benefit from additional tools like model listing or batch analysis.
Completeness5/5
For the stated purpose of image analysis, the tool appears to cover the full lifecycle: it takes an image and query and returns analysis. There are no obvious gaps in the surface for this domain.
Maintenance
ActivityInactive
ResponsivenessNo issues