54
/100
D
◉ Complete 5⁄5
Computer Vision MCP Server
Enables image captioning and analysis through natural language by processing images from URLs or local files. Supports both OpenRouter's Gemini 2.5 Flash and local vision models for generating concise, descriptive captions.
Google Gemini
Glama
MCP Surface
Tools: 4
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
46
25% weight
Protocol Compliance
82
20% weight
Reliability
—
20% weight
Docs & Maintenance
26
15% weight
Security Hygiene
81
20% weight
Schema Interpretability
22
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 60 | Fair |
| Description Quality | 25 | Poor |
| Documentation Coverage | 37 | Poor |
| Maintenance Pulse | 36 | Poor |
| Dependency Health | 30 | Poor |
| License Clarity | — | Poor |
| Version Hygiene | — | Poor |
Analyzed 1 month ago
Protocol Compliance
Schema Issues (19)
caption_image: missing description
caption_image.image_url: missing description
caption_image.file_path: missing description
caption_image.prompt: missing description
caption_image.backend: missing description
caption_image.local_model_id: missing description
alt_text: missing description
alt_text.image_url: missing description
alt_text.file_path: missing description
alt_text.max_words: missing description
dense_caption: missing description
dense_caption.image_url: missing description
dense_caption.file_path: missing description
image_metadata: missing description
image_metadata.image_url: missing description
... and 4 more
Probed 1 month ago
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