Logfire

소개

Logfire provides a Model Context Protocol (MCP) server that allows LLMs to access and analyze OpenTelemetry traces and metrics sent to Logfire. It offers tools to retrieve application telemetry data, analyze distributed traces, and utilize results from arbitrary SQL queries executed through the Logfire APIs, allowing for in-depth application performance analysis directly within LLM-powered environments.

주요 기능

• Find exceptions in traces grouped by file.
• Retrieve the OpenTelemetry schema to aid in custom queries.
• Get detailed trace information about exceptions in a specific file.
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• Run custom SQL queries on OpenTelemetry traces and metrics.

사용 사례

• Troubleshooting application errors using trace analysis.
• Monitoring application performance with custom SQL queries.
• Integrating application telemetry into LLM-based diagnostic workflows.