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87
/100
A ◉ Complete 55

Predictive Maintenance

Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection

by LGDiMaggio ★ 19 Last commit: 1 month ago
MCP Surface Tools: 25
Schema Drift
Complete visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
90
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
70
25% weight
Security Hygiene
95
33% weight
Schema Interpretability
91
15% weight
30-Day Trend

Score History

Category Trends

Static Analysis

Metric Score Rating
Schema Completeness 90 Good
Description Quality 90 Good
Documentation Coverage 82 Good
Maintenance Pulse 83 Good
Dependency Health 75 Good
License Clarity Poor
Version Hygiene 100 Good
Analyzed 1 month ago

Protocol Compliance

25
Tools Found
4ms
Tools/List
Fail
Schema Valid
100/100
Error Handling
100/100
Fuzz Score
Schema Issues (101)
analyze_fft.filename: missing description
analyze_fft.sampling_rate: missing description
analyze_fft.max_frequency: missing description
analyze_fft.segment_duration: missing description
analyze_fft.random_seed: missing description
analyze_envelope.filename: missing description
analyze_envelope.sampling_rate: missing description
analyze_envelope.filter_low: missing description
analyze_envelope.filter_high: missing description
analyze_envelope.num_peaks: missing description
analyze_envelope.segment_duration: missing description
analyze_envelope.random_seed: missing description
analyze_statistics.filename: missing description
evaluate_iso_20816.signal_file: missing description
evaluate_iso_20816.sampling_rate: missing description
... and 86 more
Probed 1 month ago
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