{"id":"apache-skywalking-oap-server","name":"skywalking-oap-server","af_score":36.2,"security_score":47.5,"reliability_score":35.0,"what_it_does":"SkyWalking OAP Server (Observability Analysis Platform) ingests, processes, and stores distributed tracing/metrics/logging data for Apache SkyWalking. It serves as the backend that receives telemetry from agents/collectors, performs analysis/aggregation, and provides data access for the SkyWalking UI/other consumers.","best_when":"You need self-hosted observability for microservices and are already using (or willing to use) SkyWalking agents/instrumentation.","avoid_when":"You need a minimal/no-ops setup or only client-side telemetry without a server-side ingestion/analysis component.","last_evaluated":"2026-03-30T13:40:00.760285+00:00","has_mcp":false,"has_api":false,"auth_methods":["Network-level access control (typical deployment configuration)","SkyWalking OAP supports authentication/authorization features depending on configuration (not confirmed from provided data)"],"has_free_tier":false,"known_gotchas":["Requires correct configuration of data sources (agents/collectors) and backend storage.","Ingestion endpoints are typically write/stream-oriented; retry/idempotency behavior may depend on protocol and configuration.","Operational dependencies (storage, caching, cluster settings) can affect perceived reliability."],"error_quality":0.0}