Analytics & Monitoring
Developer Tools
Other
Logfire icon

Logfire

Createdpydantic

Enables LLMs to retrieve application telemetry data, analyze distributed traces, and use results from SQL queries executed via Logfire APIs.

Github Repo

About

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

  • 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.
  • 30 GitHub stars
  • Run custom SQL queries on OpenTelemetry traces and metrics.

Use Cases

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