OpenTelemetry Traces

About

This tool acts as an MCP server, enabling AI coding agents to interact directly with your application's OpenTelemetry traces. It eliminates the need for manual log copying by allowing agents to query traces, identify errors, pinpoint slow operations, and analyze performance bottlenecks programmatically. By exposing a structured interface for observability data, it empowers AI agents to autonomously understand application behavior and assist developers more effectively in debugging and optimization tasks.

Key Features

• Retrieve detailed span trees for specific trace IDs, supporting prefix matching
• Get a service overview including trace counts and recent error summaries
• 0 GitHub stars
• List recent traces with filtering by service, errors, duration, or time
• Search spans using powerful 'where' expressions for attribute-based filtering
• Clear all collected traces from the server

Use Cases

• AI agents diagnosing application errors by listing traces with errors
• Enabling AI agents to debug specific requests by querying detailed trace information
• Automated identification of performance bottlenecks and slow operations within services