73
/100
B
◉ Complete 5⁄5
MCP Prompt Optimizer
This MCP server provides research-backed prompt optimization tools and professional domain templates designed to improve AI performance through strategies like Tree of Thoughts and Medprompt. It enables users to analyze, auto-optimize, and refine prompts using advanced reasoning patterns and safety-critical alignment techniques.
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Outdated MCP Spec
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— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
88
25% weight
Protocol Compliance
52
20% weight
Reliability
—
20% weight
Docs & Maintenance
40
15% weight
Security Hygiene
80
20% weight
Schema Interpretability
97
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 90 | Good |
| Description Quality | 85 | Good |
| Documentation Coverage | 40 | Fair |
| Maintenance Pulse | 31 | Poor |
| Dependency Health | 30 | Poor |
| License Clarity | 100 | Good |
| Version Hygiene | — | Poor |
Analyzed 4 weeks, 2 days ago
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