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by wolven-tech • Uncategorized
Token-efficient log analysis tools for LLMs via the Model Context Protocol.
Efficiently analyze large log files with minimal token usage.
Correlate requests or sessions across multiple service logs.
Structured, severity-filtered error extraction and search capabilities.
MCP Log Server reads and analyzes log files using structured tools that return only relevant information, reducing token usage by about 50% compared to JSON. It supports auto-detection of JSON structured logs, time-based filtering, cross-service correlation, and severity level filtering. The server exposes 9 tools for discovery, analysis, and correlation of logs, enabling efficient debugging and incident response workflows.