Opentelemetry MCP Server

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作者：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.

安装

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

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工具（19 个）

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