{"id":"apache-beam-flink1-8-job-server","name":"beam_flink1.8_job_server","homepage":"https://hub.docker.com/r/apache/beam_flink1.8_job_server","repo_url":"https://hub.docker.com/r/apache/beam_flink1.8_job_server","category":"infrastructure","subcategories":[],"tags":["ai-ml","streaming","data-processing","apache-beam","apache-flink","runner"],"what_it_does":"beam_flink1.8_job_server appears to be an Apache Beam runner component for running Beam jobs on Apache Flink 1.8, likely providing a “job server” abstraction used by the Beam Flink runner to submit, manage, and monitor Flink jobs.","use_cases":["Running Apache Beam pipelines on Apache Flink 1.8","Providing job submission/management plumbing between Beam and Flink"],"not_for":["General-purpose public job-execution API for end users","Deployments that are not using Apache Beam/Beam Flink runner","Standalone Flink job management without the Beam context"],"best_when":"You are using Apache Beam with the Flink 1.8 runner and need job-server functionality for job lifecycle management.","avoid_when":"You need a language-agnostic HTTP/SDK interface or you need features targeting a different Flink version than 1.8.","alternatives":["Apache Beam Flink runner components targeting other Flink versions (e.g., newer Beam/Flink integrations)","Direct Apache Flink deployment/job submission tooling (for non-Beam workflows)","Other Beam runners (Dataflow, Spark, Apex) depending on environment constraints"],"af_score":26.2,"security_score":19.0,"reliability_score":25.0,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:35:20.907197+00:00","interface":{"has_rest_api":false,"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":[],"oauth":false,"scopes":false,"notes":"No auth details are provided by the supplied information; as a Beam/Flink integration component, authentication is typically handled by the surrounding deployment environment rather than by a documented external API."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing information is provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":26.2,"security_score":19.0,"reliability_score":25.0,"mcp_server_quality":0.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":0.0,"tls_enforcement":0.0,"auth_strength":20.0,"scope_granularity":0.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"No transport/auth/secret-handling specifics are provided in the supplied content. As an internal runner component, security typically depends on Flink cluster configuration and how credentials are supplied and protected in the deployment.","uptime_documented":0.0,"version_stability":35.0,"breaking_changes_history":30.0,"error_recovery":35.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["No publicly provided API contracts or operational guidance in the supplied content","Job lifecycle operations may be stateful and environment-dependent (Flink cluster configuration, runner internals)","Version-specific coupling to Flink 1.8 may complicate upgrades/migrations"]}}