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lumen-mcp

## 🔦 SnipeFactory: Lumen MCP Engine Lumen MCP is a specialized forensic analysis server designed to give AI agents (Gemini, Claude, etc.) the "eyes" to see inside a Java Virtual Machine. By parsing **JVM Flight Recorder (JFR)** binary data, Lumen enables real-time troubleshooting and post-mortem investigation of production incidents. ### 🚀 Key Capabilities - **Incident Forensics:** Automatically trace "swallowed" exceptions and hidden errors that standard logs miss. - **SQL Intelligence:** Pinpoint slow database queries and map them directly to your DAO/Mapper code (Java 11+). - **Socket Latency Analysis:** Detect bottlenecks in RDS, Redis, or external API calls through deep network I/O triage. - **Resource Profiling:** Identify CPU hotspots and memory allocation issues with line-level precision. ### 🏹 The SnipeFactory Edge Unlike standard monitoring tools that only show "what" happened, Lumen shows you **"why"** and **"where"** in your code the failure occurred. It is built fo

AI & Machine Learning by snipefactory Last commit: 1 month, 2 weeks ago
Anthropic Google Gemini Redis
Outdated MCP Spec
Complete visibility — 5/4 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
84
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
33
25% weight
Security Hygiene
90
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 75 Good
Documentation Coverage 40 Fair
Maintenance Pulse 45 Fair
Dependency Health 55 Fair
License Clarity Poor
Version Hygiene Poor
Analyzed 1 month, 1 week ago
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