{"id":"mcp-aws-kb-retrieval-server","name":"aws-kb-retrieval-server","homepage":"https://hub.docker.com/r/mcp/aws-kb-retrieval-server","repo_url":"https://hub.docker.com/r/mcp/aws-kb-retrieval-server","category":"ai-ml","subcategories":[],"tags":["aws","rag","retrieval","knowledge-base","api-server"],"what_it_does":"An AWS-oriented knowledge base retrieval server intended to serve retrieval results (typically for RAG flows) by integrating with AWS services and/or an LLM pipeline. Specific endpoints, auth model, and error behaviors are not provided in the prompt, so details cannot be verified.","use_cases":["RAG (retrieval-augmented generation) pipelines on AWS","Providing a centralized retrieval service for chat/assistant apps","Serving knowledge-base search results to other backend services"],"not_for":["A general-purpose document management system","Use cases requiring strict enterprise compliance guarantees without reviewing implementation","Scenarios needing a fully specified, publicly documented API contract from the provided materials"],"best_when":null,"avoid_when":null,"alternatives":["AWS-managed search (e.g., OpenSearch/CloudSearch) with a custom retrieval service","Vector DB solutions with hosted APIs (e.g., Pinecone/Weaviate Cloud) plus a thin retrieval gateway","Self-hosted retrieval frameworks (e.g., Elasticsearch/OpenSearch + embeddings) with a custom API layer"],"af_score":15.0,"security_score":36.0,"reliability_score":20.0,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:39:00.490704+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 method details were included in the provided information, so auth model could not be determined."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing information was provided; likely cost depends on AWS resources used."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":15.0,"security_score":36.0,"reliability_score":20.0,"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":60.0,"auth_strength":30.0,"scope_granularity":20.0,"dependency_hygiene":30.0,"secret_handling":40.0,"security_notes":"Security posture cannot be confirmed from the provided prompt. For an AWS server, TLS is typically used, but explicit enforcement and secret-handling practices were not provided. Auth strength and scope granularity are unknown without reviewing the code/docs.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":30.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":[]}}