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Log Essence

Verified Integration
Author: @Apsion•Category: ServerApplication•APACHE
GitHub Repository
JSON-RPC 2.0
Protocol Standard
Sub-second
Execution Latency
Active
Operational Status
Tags:#Claude#Search#Database#API#Git#Filesystem#AI#GitHub#Node.js#Docker

Client Configuration

— Connect Log Essence to Claude Desktop or Cursor in seconds
{
  "mcpServers": {
    "log-essence-1": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-log-essence-1"
      ],
      "env": {}
    }
  }
}
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).
Architecture & Capabilities

System Overview

Transforms raw log files into token-efficient, redacted summaries for large language model analysis, supporting various formats and real-time monitoring.

Indexed Date

7/23/2026

License

APACHE

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for Log Essence

It employs template extraction (Drain3) to identify log patterns and semantic clustering (FastEmbed) to group related messages. This process condenses verbose logs into concise, token-budgeted summaries, optimizing them for LLM context windows.

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