{"id":"deltaio-delta-sharing-server","name":"delta-sharing-server","homepage":"https://hub.docker.com/r/deltaio/delta-sharing-server","repo_url":"https://hub.docker.com/r/deltaio/delta-sharing-server","category":"storage","subcategories":[],"tags":["delta-sharing","data-sharing","data-lake","delta-lake","api-server","read-only-access"],"what_it_does":"delta-sharing-server is a server implementation of the Delta Sharing protocol, enabling clients to list and access Delta tables/datasets that are shared from a host environment (e.g., data lake / object storage) over the Delta Sharing API surface.","use_cases":["Sharing Delta Lake tables with external organizations/partners without copying data","Read-only data access for analytics/BI over a governed sharing layer","Providing curated datasets from a central data platform to multiple consumers"],"not_for":["General-purpose ingestion/mutation APIs (it is primarily for sharing/read access)","Low-latency transactional workloads","Use where Delta Sharing protocol compatibility is not required"],"best_when":"You need governed, read-only interoperability for sharing Delta Lake data across organizational boundaries using the Delta Sharing protocol.","avoid_when":"You require write/transaction APIs, or when the audience cannot use Delta Sharing-compatible clients.","alternatives":["Databricks Unity Catalog sharing/exports","S3/Blob public or signed access to underlying files (less protocol-governed)","Query virtualization tools (e.g., Trino/Presto federated access)","Data sharing via API-based gateways tailored to specific datasets"],"af_score":31.2,"security_score":50.5,"reliability_score":35.0,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:37:03.251679+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":["HTTP basic / token-based mechanisms are commonly used in Delta Sharing environments, but specific methods are not provided in the provided prompt data"],"oauth":false,"scopes":false,"notes":"No explicit auth method details, scope model, or configuration guidance were provided in the prompt content, so exact strength/granularity can’t be verified."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing not applicable/unknown for a self-hosted server package based on provided prompt content."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":31.2,"security_score":50.5,"reliability_score":35.0,"mcp_server_quality":0.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":20.0,"tls_enforcement":70.0,"auth_strength":55.0,"scope_granularity":30.0,"dependency_hygiene":45.0,"secret_handling":50.0,"security_notes":"As a server, it likely relies on standard TLS and credential handling, but the provided prompt does not include concrete evidence (e.g., TLS enforcement settings, auth modes, scope controls, or secret management practices). Treat as unknown/assume defaults until verified in the repository/docs.","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":"unknown","retry_guidance_documented":false,"known_agent_gotchas":["Delta Sharing is protocol-specific; ensure the agent uses a compatible Delta Sharing client flow rather than assuming generic REST semantics.","Self-hosted deployments may require environment-specific configuration (catalog/share definitions, storage credentials), which may not be fully represented in high-level docs."]}}