Log Tools

mcp-log-tools offers a powerful suite of functionalities for processing and analyzing log data, specifically designed for integration with AI agents via the Model Context Protocol (MCP). It can parse a wide array of log formats, including JSON, Apache, Syslog, structured logs, and custom patterns defined by regex. Users can efficiently filter log entries based on criteria such as level, date range, keywords, and regex. The tool also excels at surfacing operational insights by analyzing patterns to detect anomalies, identify frequent errors, track performance metrics like error rates and request volume, and highlight slow endpoints. Furthermore, it supports log format conversion and detailed statistical reporting, making it an indispensable asset for monitoring and debugging.

Key Features

Use Cases