{"id":"apache-beam-flink1-10-job-server","name":"beam_flink1.10_job_server","homepage":"https://hub.docker.com/r/apache/beam_flink1.10_job_server","repo_url":"https://hub.docker.com/r/apache/beam_flink1.10_job_server","category":"infrastructure","subcategories":[],"tags":["apache-beam","flink","runner","job-submission","batch-streaming"],"what_it_does":"beam_flink1.10_job_server appears to be an Apache Beam runner component for executing Beam pipelines on Apache Flink (targeting Flink 1.10), likely providing a “job server” abstraction used by the Beam Flink runner to submit/manage Flink jobs. No README or repository manifest contents were provided here, so details beyond the name and intended scope cannot be verified.","use_cases":["Running Apache Beam pipelines on Apache Flink (Flink 1.10 compatibility)","Using the Beam Flink runner components to submit and manage Flink jobs from Beam"],"not_for":["Standalone use without the Beam Flink runner context","Projects that require an HTTP/REST API interface to execute jobs directly","Environments that cannot run Beam/Flink dependencies"],"best_when":null,"avoid_when":null,"alternatives":["Apache Beam Flink runner (other versions/implementations aligned to your Flink version)","Direct Apache Flink job submission pipelines (bypassing Beam for Flink-native applications)"],"af_score":22.0,"security_score":0.0,"reliability_score":0.0,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:57:13.892868+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 authentication/interface information was provided for this package in the supplied data."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Open-source Beam/Flink components typically have no direct pricing; no pricing info was provided here."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":22.0,"security_score":0.0,"reliability_score":0.0,"mcp_server_quality":0.0,"documentation_accuracy":0.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":100.0,"rate_limit_clarity":0.0,"tls_enforcement":0.0,"auth_strength":0.0,"scope_granularity":0.0,"dependency_hygiene":0.0,"secret_handling":0.0,"security_notes":"No security-relevant implementation or documentation details were provided. As a Flink/Beam job runner component, it would typically inherit concerns around job submission endpoints, transport security, and credential handling, but those cannot be assessed from the provided input.","uptime_documented":0.0,"version_stability":0.0,"breaking_changes_history":0.0,"error_recovery":0.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["No programmatic interface (REST/gRPC/MCP) details were provided, so an agent cannot reliably call this package via network APIs.","Job submission/mutation operations may not be idempotent unless the runner explicitly documents it."]}}