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71
/100
B ◉ Complete 54

napari-mcp

🔬 MCP server for AI-powered napari control. Connect Claude, ChatGPT, Cursor, and other LLMs to napari for interactive image analysis. Perfect for automating microscopy workflows and building intelligent image analysis tools.

python AI & Machine Learning by royerlab ★ 21 Last commit: 1 month ago
Anthropic OpenAI
Complete visibility — 5/4 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
70
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
76
25% weight
Security Hygiene
84
33% weight
Schema Interpretability
97
15% weight
30-Day Trend

Score History

Category Trends

Static Analysis

Metric Score Rating
Schema Completeness 60 Fair
Description Quality 85 Good
Documentation Coverage 57 Fair
Maintenance Pulse 81 Good
Dependency Health 75 Good
License Clarity 100 Good
Version Hygiene 90 Good
Analyzed 4 weeks, 1 day ago
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