{"id":"kubernetes-api","name":"Kubernetes API","homepage":"https://kubernetes.io","repo_url":"https://github.com/kubernetes/kubernetes","category":"infrastructure","subcategories":["container-orchestration","kubernetes","cloud-native"],"tags":["kubernetes","k8s","containers","orchestration","cloud-native","pods","deployments"],"what_it_does":"Container orchestration platform API that manages deployment, scaling, and operation of containerized applications across clusters, providing a REST API for all cluster management operations.","use_cases":["Deploying and scaling containerized workloads programmatically via API","Querying pod status, node health, and resource utilization for observability agents","Automating rollouts and rollbacks based on deployment health checks","Managing ConfigMaps and Secrets for application configuration automation","Building cluster-aware agents that react to workload events via the watch API"],"not_for":["Single-server deployments where container orchestration overhead isn't justified","Simple batch jobs without scaling requirements (use raw containers or serverless)","Teams without Kubernetes operational expertise — steep learning curve","Stateful workloads with complex storage requirements without proper operator support"],"best_when":"You're building cloud-native applications that need autoscaling, self-healing, and multi-container orchestration, and want programmatic control over your cluster from agent workflows.","avoid_when":"You have a small, simple deployment that doesn't need orchestration, or your team lacks Kubernetes expertise and the operational overhead isn't justified.","alternatives":["aws-lambda-api","gcp-functions-api","flyio-api","render-api"],"af_score":83.4,"security_score":null,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"current","last_evaluated":"2026-03-01T09:50:05.762272+00:00","performance":{"latency_p50_ms":20,"latency_p99_ms":100,"uptime_sla_percent":99.9,"rate_limits":"API server rate limiting via --max-requests-inflight (default 400) and --max-mutating-requests-inflight (default 200) flags","data_source":"llm_estimated","measured_on":null}}