# lumen-mcp

> Use this tool when you need to troubleshoot and investigate production incidents in Java Virtual Machines. Lumen MCP analyzes JVM Flight Recorder binary data to provide real-time insights and post-mortem analysis, helping AI agents identify performance bottlenecks, exceptions, and errors. It offers a range of outputs, including incident forensics, SQL intelligence, and resource profiling, making it ideal for developers seeking precise error detection and resolution.

Canonical page: https://skillsregistry.net/skills/snipefactory-lumen-mcp  
JSON: https://api.skillsregistry.net/v1/skills/snipefactory-lumen-mcp

## Description

## 🔦 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.

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© 2026 **SnipeFactory**. Part of the Lumen Incident Forensic System.

## Trust

- **Trust score (0–1):** 0.95
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** database
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Smithery](https://smithery.ai/server/snipefactory/lumen-mcp)
- **Repository:** <https://github.com/SnipeFactory/lumen-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "snipefactory-lumen-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/snipefactory-lumen-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/snipefactory-lumen-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt