38
/100
F
◎ Verified 5⁄5
Sentiment + Sarcasm Analyzer
A lightweight Gradio application that analyzes text for sentiment (positive/negative) and sarcasm detection using Hugging Face Transformers, designed to run on CPU and compatible with the MCP server architecture.
Verified visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
✓ Reliability
✓ Docs & Maintenance
✓ Security Hygiene
— Schema Interpretability
Schema Quality
64
25% weight
Protocol Compliance
15
20% weight
Reliability
—
20% weight
Docs & Maintenance
19
15% weight
Security Hygiene
81
20% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Latest Health Check
Checked 1 month ago
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 40 | Fair |
| Description Quality | 100 | Good |
| Documentation Coverage | 25 | Poor |
| Maintenance Pulse | 25 | Poor |
| Dependency Health | 30 | Poor |
| License Clarity | — | Poor |
| Version Hygiene | — | Poor |
Analyzed 1 month ago
Protocol Compliance
Probed 1 month ago
Recent Events
1 month ago