AIRIOT MCP Server
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TDQS
Scored across 60 tools
Many tools have overlapping purposes, especially around alarms/warnings with both deprecated and current tools (e.g., acknowledge_alarm vs update_warning). Numerous similar warning-related tools (get_warnings, get_latest_warnings, get_archived_warnings) can confuse an agent on which to use.
Most tools follow a consistent verb_noun pattern using snake_case. However, there are minor inconsistencies: use of 'alarm' in deprecated tools vs 'warning' in current ones, and singular/plural variations (e.g., archive_all_warnings vs restore_archived_warning).
With 60 tools, the server covers a very broad scope (user management, tables, reports, warnings, files, device control) making it unwieldy. The number is excessive for a typical MCP server, leading to tool selection challenges.
The tool set provides comprehensive CRUD and lifecycle operations for tables, records, reports, and warnings, plus additional features like archiving, statistics, and device control. Only minor gaps exist due to the presence of deprecated tools, but functionally the surface is complete.