Ambari MCP Server
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TDQS
Scored across 40 tools
Tools are organized by category (alerts, clusters, hosts, services) and most have distinct purposes. However, some alert-related tools like getalertdefinitions, getalertdetails, getalerts, and getalertsummary could cause confusion due to similar names and overlapping functionality.
All tools follow a consistent pattern of ambari_{category}_{action} in snake_case, making it predictable and easy to understand the hierarchy and action.
With 40 tools, the server exceeds the recommended range. While the domain may require many operations, the count feels heavy and could be streamlined by merging some duplicate-like functions.
Covers many operations but has notable gaps: missing cluster update/delete, host add/remove/update, service add/remove, and alert definition delete. CRUD is incomplete for clusters and hosts.