{"id":"apache-skywalking-oap-server","name":"skywalking-oap-server","homepage":"https://hub.docker.com/r/apache/skywalking-oap-server","repo_url":"https://hub.docker.com/r/apache/skywalking-oap-server","category":"ai-ml","subcategories":[],"tags":["observability","apm","distributed-tracing","telemetry","skywalking","backend-server"],"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.","use_cases":["Distributed tracing observability for microservices","Application performance monitoring (APM) with span/trace aggregation","Telemetry ingestion and analysis pipeline for SkyWalking agents","Backend for dashboards/visualization (e.g., SkyWalking UI) via SkyWalking query interfaces"],"not_for":["A lightweight single-binary tool with no operational overhead","Use cases requiring a simple hosted SaaS API without deployment","Applications that do not need distributed tracing/telemetry ingestion/analysis"],"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.","alternatives":["OpenTelemetry Collector + Jaeger/Tempo","Elastic APM","Datadog APM","New Relic","Prometheus + Grafana (metrics-focused) with tracing add-ons"],"af_score":36.2,"security_score":47.5,"reliability_score":35.0,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T13:40:00.760285+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":true,"has_mcp_server":false,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":["Network-level access control (typical deployment configuration)","SkyWalking OAP supports authentication/authorization features depending on configuration (not confirmed from provided data)"],"oauth":false,"scopes":false,"notes":"Auth details are not provided in the prompt content. As a server component, it is typically protected via deployment/network controls; exact mechanisms (API keys, OAuth, mTLS, etc.) cannot be verified from the given information."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Open-source self-hosted software; costs are infrastructure/operations rather than subscription."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":36.2,"security_score":47.5,"reliability_score":35.0,"mcp_server_quality":0.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":20.0,"tls_enforcement":60.0,"auth_strength":45.0,"scope_granularity":20.0,"dependency_hygiene":55.0,"secret_handling":60.0,"security_notes":"As a telemetry ingestion server, security typically depends heavily on deployment configuration (network segmentation, TLS, and authentication/authorization settings). Exact auth mechanisms and secret-handling practices are not verifiable from the provided prompt content.","uptime_documented":0.0,"version_stability":50.0,"breaking_changes_history":40.0,"error_recovery":50.0,"idempotency_support":"false","idempotency_notes":"Not enough information to confirm idempotency guarantees for ingestion endpoints.","pagination_style":"none","retry_guidance_documented":false,"known_agent_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."]}}