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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image-recognition-mcp
by llt22
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TDQS
A3.7/5.0
Scored across 1 tool
Disambiguation5/5
With only one tool, there is no ambiguity; the agent will always select the correct tool.
Naming Consistency5/5
A single tool name is trivially consistent with itself, as there is no other tool to conflict.
Tool Count3/5
One tool for image recognition is thin but acceptable if the tool is versatile. The tool handles many input formats, but more specialized tools might be expected.
Completeness4/5
The tool covers image recognition well with multiple input methods, but lacks additional operations like model selection or detailed output control.
Maintenance
ActivityStale
ResponsivenessNo issues