ha-analytics-mcp
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TDQS
Scored across 10 tools
Multiple list tools (list_devices, list_device_entities, list_entities) overlap in returning entity_ids, and while descriptions offer guidance, the boundaries between device-centric and entity-centric discovery could confuse an agent. The analytics tools are well-separated by sensor type.
All tools follow the ha_history_<verb>_<noun> pattern in snake_case, with verbs like list, get, and detect, making the set highly predictable and consistent.
10 tools is well-scoped for a Home Assistant analytics server, covering discovery, state, statistics, history, and consumption without unnecessary bloat.
The tool set covers the full analytics workflow: discover areas/devices/entities, retrieve current state, compute stats, measure consumption, detect sessions, and inspect state history. No major gaps for the stated purpose.