{"id":"lightstep-api","name":"Lightstep (ServiceNow Cloud Observability)","homepage":"https://lightstep.com","repo_url":null,"category":"observability","subcategories":["distributed-tracing","observability","apm"],"tags":["lightstep","distributed-tracing","observability","opentelemetry","apm","servicenow"],"what_it_does":"Distributed tracing and observability platform (now part of ServiceNow as Cloud Observability) that analyzes OpenTelemetry traces at scale, with APIs for querying telemetry data and managing observability configuration.","use_cases":["Querying trace data to identify performance regressions in distributed services","Programmatically managing alert conditions and SLO configurations","Integrating trace analysis into CI/CD pipelines for performance regression detection","Correlating deploy events with performance changes via the Change Intelligence API","Building custom observability dashboards from trace and metric data"],"not_for":["Infrastructure-level metrics monitoring (use Prometheus or Datadog for host metrics)","Log aggregation as primary use case","Organizations not already using OpenTelemetry or distributed tracing","Small teams without distributed service architectures"],"best_when":"You're using OpenTelemetry for distributed tracing in microservices and want deep trace analytics with Change Intelligence to correlate deployments with performance.","avoid_when":"You don't have distributed services generating trace data, or you're already committed to Honeycomb or Datadog APM.","alternatives":["honeycomb-api","datadog-api","newrelic-api"],"af_score":72.6,"security_score":null,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"current","last_evaluated":"2026-03-01T09:50:05.784997+00:00","performance":{"latency_p50_ms":150,"latency_p99_ms":600,"uptime_sla_percent":99.9,"rate_limits":"Not publicly documented","data_source":"llm_estimated","measured_on":null}}