Enables LLMs to retrieve application telemetry data, analyze distributed traces, and use results from SQL queries executed via Logfire APIs.
Sponsored
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.
Key Features
01Find exceptions in traces grouped by file.
02Retrieve the OpenTelemetry schema to aid in custom queries.
03Get detailed trace information about exceptions in a specific file.
0430 GitHub stars
05Run custom SQL queries on OpenTelemetry traces and metrics.
Use Cases
01Troubleshooting application errors using trace analysis.
02Monitoring application performance with custom SQL queries.
03Integrating application telemetry into LLM-based diagnostic workflows.