Log Analyzer

mcplogger is a Python-based server that transforms raw log data into actionable insights. It identifies critical issues like errors, timeouts, and exceptions, providing statistical breakdowns and highlighting high-error periods. By integrating with any OpenAI-compatible LLM, including local models via llama.cpp or Ollama, it generates human-readable summaries of log findings and enables powerful natural language search for specific problems, even using semantic search with embedding models. This allows for efficient troubleshooting and proactive monitoring of application health without relying solely on keyword matching.

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