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## 🔦 SnipeFactory: Lumen MCP Engine Lumen MCP is a specialized forensic analysis server designed to give AI agents (Gemini, Claude, etc.) the "eyes" to see ins
## 🔦 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 for developers who need to snipe performance bottlenecks with surgical precision. --- © 2026 **SnipeFactory**. Part of the Lumen Incident Forensic System.
Add this to claude_desktop_config.json and restart Claude Desktop.
{
"mcpServers": {
"lumen-mcp": {
"command": "npx",
"args": [
"-y",
"@smithery/cli",
"run",
"snipefactory/lumen-mcp"
]
}
}
}Query your database in natural language
Read-only database access with schema inspection.
Interact with Redis key-value stores.
Database interaction and business intelligence capabilities.