{"id":"tensorflow-tf-grpc-server","name":"tf_grpc_server","homepage":"https://hub.docker.com/r/tensorflow/tf_grpc_server","repo_url":"https://hub.docker.com/r/tensorflow/tf_grpc_server","category":"infrastructure","subcategories":[],"tags":["terraform","grpc","infrastructure","devtools"],"what_it_does":"tf_grpc_server provides a gRPC server interface for Terraform-related operations, typically used to let external clients invoke Terraform actions via protobuf/gRPC rather than direct CLI calls.","use_cases":["Remote/automated Terraform runs via gRPC (e.g., CI/CD controllers)","Building internal tooling that triggers Terraform plans/applies/destroys","Service-to-service orchestration around Terraform workflows"],"not_for":["Interactive/manual CLI usage","Public internet exposure without a hardened network boundary","Environments that require fully managed SaaS Terraform execution"],"best_when":null,"avoid_when":null,"alternatives":["Terraform Enterprise/Cloud","Custom wrappers around Terraform CLI (REST APIs)","gRPC wrappers built on top of Terraform CLI or terraform-rpc frameworks"],"af_score":33.2,"security_score":45.5,"reliability_score":35.0,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:35:00.135154+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":true,"has_mcp_server":false,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":["Not specified in provided data"],"oauth":false,"scopes":false,"notes":"No authentication details were provided, so auth method and scope model can’t be confirmed."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Repository/package pricing not provided; likely open-source or self-hosted."},"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":45.5,"reliability_score":35.0,"mcp_server_quality":0.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":0.0,"tls_enforcement":70.0,"auth_strength":40.0,"scope_granularity":30.0,"dependency_hygiene":50.0,"secret_handling":40.0,"security_notes":"As only a package name was provided (no README/code), security controls like TLS requirements, auth mechanisms, secrets handling, and dependency posture can’t be verified. For a self-hosted gRPC server, ensure TLS, strong auth, least-privilege, and careful handling of Terraform credentials/state.","uptime_documented":0.0,"version_stability":50.0,"breaking_changes_history":50.0,"error_recovery":40.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Terraform operations are not inherently idempotent (especially apply/destroy) unless specifically designed; agents should treat repeated calls carefully.","gRPC method semantics (idempotent vs not) may not be obvious without protobuf/method documentation.","State locking and concurrent runs can cause failures if the server/clients don’t coordinate."]}}