{"id":"springcloud-spring-cloud-dataflow-server","name":"spring-cloud-dataflow-server","homepage":"https://hub.docker.com/r/springcloud/spring-cloud-dataflow-server","repo_url":"https://hub.docker.com/r/springcloud/spring-cloud-dataflow-server","category":"infrastructure","subcategories":[],"tags":["spring","spring-cloud","dataflow","orchestration","pipelines","batch","streaming","server","control-plane","java"],"what_it_does":"spring-cloud-dataflow-server is the Spring Cloud Data Flow server component, providing the backend/API for managing and executing Spring Cloud Data Flow (SCDF) pipelines—typically including registering streams/apps, deploying/operating jobs and streams via the selected task/stream engine and external runtime (e.g., Kubernetes, Cloud Foundry, or other deployment targets).","use_cases":["Manage and deploy Spring Cloud Data Flow streams and tasks","Provide a centralized control plane for batch/stream processing applications","Build automated CI/CD workflows for data pipelines using SCDF APIs and dashboards","Operational management of pipeline runtime (status, logs/metadata, lifecycle actions)"],"not_for":["As a lightweight standalone data processing engine (it is a control/orchestration server)","Use as an LLM tool/API gateway without implementing the SCDF runtime and backing infrastructure","Projects that do not use Spring Cloud Data Flow concepts (streams/tasks)"],"best_when":null,"avoid_when":null,"alternatives":["Spring Cloud Data Flow (other deployment options or newer versions)","Custom orchestration using Kubernetes Jobs/CronJobs or workflows (e.g., Argo Workflows)","Apache Airflow (or other DAG orchestrators)","Temporal (workflow orchestration)"],"af_score":33.2,"security_score":52.5,"reliability_score":32.5,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:38:02.556101+00:00","interface":{"has_rest_api":true,"has_graphql":false,"has_grpc":false,"has_mcp_server":false,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":["Spring Security-based authentication/authorization (as typical for Spring Boot/Spring Cloud apps)"],"oauth":false,"scopes":false,"notes":"No explicit auth mechanism, OAuth flow, or scope model was provided in the supplied package information. Expect Spring Security configuration patterns, but exact requirements cannot be confirmed without manifests/docs."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Open-source infrastructure component; pricing typically depends on hosting/runtime environment rather than a per-request API price."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":33.2,"security_score":52.5,"reliability_score":32.5,"mcp_server_quality":0.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":45.0,"rate_limit_clarity":0.0,"tls_enforcement":70.0,"auth_strength":60.0,"scope_granularity":30.0,"dependency_hygiene":50.0,"secret_handling":50.0,"security_notes":"Security posture depends on the deployment configuration (TLS termination, Spring Security configuration, and secret management for backing services). No explicit documentation was provided here, so these scores reflect typical Spring Boot capabilities rather than confirmed details. Ensure HTTPS, secure credentials storage, and least-privilege RBAC for SCDF users/roles.","uptime_documented":0.0,"version_stability":50.0,"breaking_changes_history":40.0,"error_recovery":40.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["This is a server/orchestrator that typically depends on external components (stream/task engine, deployment platform). Agent actions may fail if runtime bindings are not configured.","Because API and operational semantics depend on configuration (and SCDF version), agents may need careful handling of eventual consistency (e.g., deployment/state transitions).","Idempotency and retry safety depend on which specific endpoints/operations are called (deploy/cancel/update), which are not confirmed from the provided info."]}}