{"id":"huww98-gpu-board-server","name":"gpu-board-server","homepage":"https://hub.docker.com/r/huww98/gpu-board-server","repo_url":"https://hub.docker.com/r/huww98/gpu-board-server","category":"infrastructure","subcategories":[],"tags":["gpu","monitoring","server","telemetry"],"what_it_does":"gpu-board-server appears to be a server component intended to expose/manage a “GPU board” (e.g., hardware status, metrics, or remote control), but no repository content (README, API spec, manifests, endpoints, or auth details) was provided here, so its exact behavior cannot be verified.","use_cases":["Monitoring GPU hardware status/metrics via a server interface","Providing a central endpoint for GPU board information to other services","Remote tooling/integration where GPU board data needs to be fetched by clients"],"not_for":["General-purpose public APIs without defined auth and threat model","Workloads requiring strict compliance guarantees where security controls are undocumented","Use as a production dependency without validating the actual endpoints, error semantics, and operational behavior in the repo"],"best_when":null,"avoid_when":null,"alternatives":["A purpose-built GPU monitoring stack (e.g., NVIDIA DCGM exporter + Prometheus/Grafana)","Vendor tooling and APIs (where applicable) for GPU management/telemetry","Custom lightweight dashboards using existing GPU telemetry endpoints rather than an unknown server layer"],"af_score":12.5,"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":"2026-04-04T19:55:15.962795+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 information was provided, so auth requirements/strength cannot be assessed."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing model information was provided (likely self-hosted)."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":12.5,"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":20.0,"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-related implementation details (TLS, auth, secrets handling, dependency posture) were provided, so scores reflect unknowns and should be verified from the repo.","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":[]}}