{"id":"daangn-faiss-server","name":"faiss-server","homepage":"https://hub.docker.com/r/daangn/faiss-server","repo_url":"https://hub.docker.com/r/daangn/faiss-server","category":"search","subcategories":[],"tags":["faiss","vector-search","embeddings","self-hosted","retrieval","rag","similarity-search"],"what_it_does":"faiss-server is a server wrapper for FAISS (Facebook AI Similarity Search) to provide a networked interface for vector similarity search and (typically) index management.","use_cases":["Similarity search over embeddings (nearest-neighbor retrieval)","Building retrieval services for RAG pipelines","Low-latency vector search for internal applications","On-prem / self-hosted vector search to avoid managed APIs"],"not_for":["Highly regulated multi-tenant SaaS without additional isolation controls","Use cases requiring sophisticated managed metadata filtering and governance (unless the server explicitly implements it)","Streaming/real-time ingestion at very high write rates (unless documented)"],"best_when":null,"avoid_when":null,"alternatives":["Managed vector databases/search services (e.g., Pinecone, Weaviate, Milvus, Qdrant Cloud)","Self-hosted vector DBs (Milvus, Qdrant, Weaviate)","Standalone FAISS with your own lightweight API layer"],"af_score":20.5,"security_score":33.0,"reliability_score":27.5,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:38:05.602523+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 repository content/manifest was provided here to confirm how (or whether) authentication is implemented."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Self-hosted open-source style pricing assumed, but not verifiable without package metadata."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":20.5,"security_score":33.0,"reliability_score":27.5,"mcp_server_quality":0.0,"documentation_accuracy":0.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":30.0,"rate_limit_clarity":0.0,"tls_enforcement":50.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"Security posture cannot be confirmed without the server implementation and docs. If deployed publicly, ensure TLS, authentication/authorization, rate limiting, and input validation are implemented at the HTTP layer (or via a reverse proxy).","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":40.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":[]}}