{"id":"mcp-server-elasticsearch","name":"Elasticsearch MCP Server","af_score":70.2,"security_score":70.0,"reliability_score":null,"what_it_does":"Connects AI agents to Elasticsearch clusters via MCP, exposing tools to list indices, inspect mappings, execute Query DSL searches, run ES|QL queries, and inspect shard distributions. Note: officially deprecated in favor of Elastic Agent Builder's native MCP endpoint in Elastic 9.2+.","best_when":"You are on Elastic 8.x and need a quick MCP bridge to query Elasticsearch from Claude Desktop or another MCP client without standing up additional infrastructure.","avoid_when":"You are on Elastic 9.2+ or starting a new project; the project is officially deprecated and the native endpoint is preferred.","last_evaluated":"2026-03-01T09:50:05.902082+00:00"}