{"id":"sekora-opensearch-mcp-server","name":"sekora-opensearch-mcp-server","af_score":42.5,"security_score":48.0,"reliability_score":31.2,"what_it_does":"A MCP server that exposes Sekora-backed OpenSearch capabilities to AI agents via the Model Context Protocol, allowing the agent to run searches and related operations against an OpenSearch index using MCP tool calls.","best_when":"You want a local/controlled MCP integration that lets an agent query an OpenSearch index through a tool interface.","avoid_when":"You need guaranteed production-grade operational assurances (SLA, published uptime) without additional engineering and monitoring, or you require strong built-in auth controls beyond what you provide at runtime.","last_evaluated":"2026-04-04T21:44:59.040494+00:00","has_mcp":true,"has_api":false,"auth_methods":["OpenSearch credentials (e.g., API key/basic auth) likely required at runtime, but not confirmed from provided content"],"has_free_tier":false,"known_gotchas":["Search endpoints may have defaults (size/from, timeouts) that can cause large responses or slow queries if the agent does not constrain parameters.","If the MCP tools map directly to OpenSearch queries, the agent may produce expensive queries (e.g., broad match queries) unless guardrails/limits are enforced."],"error_quality":0.0}