{"id":"opensearchserver-opensearchserver","name":"opensearchserver","homepage":"https://hub.docker.com/r/opensearchserver/opensearchserver","repo_url":"https://hub.docker.com/r/opensearchserver/opensearchserver","category":"search","subcategories":[],"tags":["search","open-search","search-engine","self-hosted","indexing","retrieval"],"what_it_does":"opensearchserver appears to be a software package related to running an OpenSearch (or OpenSearch-like) server, typically used to expose search/indexing capabilities and associated APIs for querying and document ingestion.","use_cases":["Full-text search over indexed documents","Log/event search and analytics via OpenSearch-compatible tooling","Building search features (filtering, ranking, aggregations) into applications","Indexing and querying large text datasets"],"not_for":["Mission-critical systems that cannot tolerate infrastructure/ops complexity of running search clusters","Use cases that require strict managed uptime/SLA without self-hosting operations"],"best_when":null,"avoid_when":null,"alternatives":["Elasticsearch (Elastic)","OpenSearch Server deployments via official OpenSearch distribution","Typesense","Meilisearch","Apache Solr"],"af_score":20.0,"security_score":50.0,"reliability_score":32.5,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:26:28.377302+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(S) access to OpenSearch endpoints (typically via built-in security features like basic auth, API keys, or other OpenSearch security mechanisms)"],"oauth":false,"scopes":false,"notes":"The specific package-level authentication and authorization configuration is not provided in the supplied data. OpenSearch deployments commonly rely on OpenSearch security settings, but this evaluation cannot confirm exact supported methods for this package."},"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; as a server component, it is typically self-hosted with infrastructure costs."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":20.0,"security_score":50.0,"reliability_score":32.5,"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":50.0,"scope_granularity":40.0,"dependency_hygiene":50.0,"secret_handling":50.0,"security_notes":"Security posture depends on the underlying OpenSearch deployment configuration (TLS, authentication, authorization, and transport settings). No package-specific guarantees were provided in the supplied data.","uptime_documented":0.0,"version_stability":50.0,"breaking_changes_history":50.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["No MCP/agent-focused interface details were provided, so an agent may need to interact via HTTP with OpenSearch APIs rather than a dedicated tool wrapper.","Without explicit API docs, agents may be prone to incorrect endpoint/parameter usage and pagination mistakes."]}}