{"id":"orange-elasticsearch7-mcp-server","name":"orange-elasticsearch7-mcp-server","af_score":60.8,"security_score":62.2,"reliability_score":60.0,"what_it_does":"MCP server for Elasticsearch 7.x, enabling AI agents to perform search queries, index documents, manage indices, and interact with Elasticsearch clusters running version 7. Provides a natural language-friendly interface for search and document operations against ES7 clusters.","best_when":"Querying and interacting with existing Elasticsearch 7.x clusters from AI agent workflows, especially for search-heavy use cases.","avoid_when":"Running Elasticsearch 8.x (use an ES8-compatible MCP), or when Elasticsearch client libraries can be used directly.","last_evaluated":"2026-04-04T22:38:42.706685+00:00","has_mcp":true,"has_api":true,"auth_methods":["Basic Auth","API Key","Bearer Token","TLS Client Certificate"],"has_free_tier":true,"known_gotchas":["ES7 query DSL is complex — agent may generate malformed queries","Version-specific behavior differences between ES 7.x minor versions","Mapping conflicts when indexing different document shapes","Large result sets need careful pagination handling"],"error_quality":80.0}