{"id":"grahamgilbert-imagr-server","name":"imagr-server","homepage":"https://hub.docker.com/r/grahamgilbert/imagr-server","repo_url":"https://hub.docker.com/r/grahamgilbert/imagr-server","category":"infrastructure","subcategories":[],"tags":["provisioning","imaging","server"],"what_it_does":"Imagr-server appears to be a server component for the Imagr project (commonly used for automated OS imaging/provisioning). Without README/repo/package-manifest details in the prompt, the exact API surface and operational behavior cannot be verified.","use_cases":["Automated provisioning/workflows that require server-side OS imaging or bootstrapping via Imagr tooling","Integration of imaging workflows into infrastructure automation pipelines"],"not_for":["Customer-facing direct usage without understanding imaging/provisioning security and blast radius","Environments requiring strict compliance guarantees not documented by the project"],"best_when":null,"avoid_when":null,"alternatives":["Vendor-specific imaging/provisioning stacks (e.g., MAAS, Foreman/Katello, PXE + kickstart/preseed pipelines)","Other OS provisioning frameworks (e.g., Tinkerbell, Red Hat provisioning tooling)"],"af_score":15.5,"security_score":19.5,"reliability_score":15.0,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:47:27.525980+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":null},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing/hosted API information provided; likely self-hosted open-source component based on name, but not confirmed."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":15.5,"security_score":19.5,"reliability_score":15.0,"mcp_server_quality":0.0,"documentation_accuracy":0.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":0.0,"tls_enforcement":20.0,"auth_strength":20.0,"scope_granularity":10.0,"dependency_hygiene":30.0,"secret_handling":20.0,"security_notes":"No source/documentation provided to confirm TLS enforcement, auth method strength, scope design, or secret-handling practices. Imaging/provisioning services typically require strong network controls and careful handling of credentials/kickstart/preseed data; treat as high-risk until validated.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":20.0,"error_recovery":10.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":[]}}