Opentelemetry MCP Server

Unclaimed

by traceloop

Unified MCP server for querying OpenTelemetry traces across multiple backends (Jaeger, Tempo, Traceloop, etc.), enabling AI agents to analyze distributed traces for automated debugging and observability.

Install

$uvx opentelemetry-mcp --backend jaeger --url http://localhost:16686

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Tools (19)

find_errors

Find traces with errors

gen_ai_model

Model name (gpt-4, claude-3-opus, etc.)

gen_ai_system

LLM provider (openai, anthropic, etc.)

get_llm_expensive_traces

Find highest token usage

get_llm_model_stats

Get model performance stats

get_llm_slow_traces

Find slowest operations

get_llm_usage

Aggregate token usage metrics

get_trace

Get complete trace details

has_error

Filter by error status

limit

Max results (1-1000, default: 100)

list_llm_models

Discover models in use

list_services

List available services

min_duration_ms

/ maxdurationms - Duration filters

operation_name

Filter by operation

search_spans

Search individual spans

search_traces

Search traces with advanced filters

service_name

Filter by service

start_time

/ endtime - ISO 8601 timestamps