F
licenseNot graded
qualityB
maintenanceMCP server using Google Gemini to read and describe image content, supporting single or multiple images and custom prompts.
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gemini-vision-mcp-safe
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TDQS
A3.9/5.0
Scored across 2 tools
Disambiguation5/5
The two tools have clearly distinct purposes: one for single image analysis and one for batch analysis (2-5 images). There is no overlap, and the descriptions make the difference explicit.
Naming Consistency3/5
Both tools start with 'analyze' but differ in structure: 'analyze_images_batch' uses plural and 'batch' suffix, while 'analyze_image_with_gemini' uses singular and includes 'with_gemini', which is redundant given the server name. This inconsistency in naming conventions reduces clarity.
Tool Count3/5
With only 2 tools, the set feels thin for a vision analysis server. While these cover basic single and batch analysis, more tools (e.g., different analysis types or output formats) would be expected for a well-scoped server.
Completeness3/5
The tools provide basic functionality for image analysis (single and batch), but lack features like returning different output formats, handling streaming, or supporting varied prompts. The surface is minimal and may leave agents needing additional capabilities.
Maintenance
ActivityInactive
ResponsivenessNo issues