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Real-world Android battery stats from BatterySnap users: device, model and fleet rankings.
Remote server: your requests and data go to mcp.battery-snap.com. Claude Code: claude mcp add --transport http batterysnap https://mcp.battery-snap.com/mcp · Claude app: Settings → Connectors → Add custom connector.
The tools this server listed when we connected to it, in its own words.
brands — Return the mobile devices brands for which we have battery statistics, along with the number of distinct models, the number of devices recormodels — Return the mobile devices models of the given brands for which we have battery statistics, along with the brand each model belongs to, the ndevices — Return the list of individual physical devices matching one or more (brand, model) pairs for which we have battery statistics. Each entry indevice_summary — Return aggregated battery metrics for ONE specific device: average / min / max temperature, average battery level, mean charge time per powemodel_summary — Aggregate battery metrics across ALL devices of a given brand+model. Returns mean / median / p25 / p75 / min / max for: temperature (C), batfleet_totals — Live fleet-wide counters: total devices, models, snapshots, sessions, the running snapshot-ingest rate (snapshots/sec) and the timing of thefleet_summary — Aggregate battery metrics across the entire fleet, or across one brand when `brand` is provided, optionally restricted to one `country` / `cregion_summary — Compare battery behaviour across regions in one call: one entry per continent or per country, each with the same mean / median / p25 / p75 /top_devices_by_uptime — Return the devices with the longest single uptime ever recorded between reboots (max_elapsed_time). Optionally filter by brand and/or model.top_devices_by_live_uptime — Same as `top_devices_by_uptime`, but restricted to devices that have not yet rebooted past their recorded maximum — meaning the uptime is cutop_devices — Rank INDIVIDUAL devices by any battery metric — the general-purpose leaderboard. Use it for 'which phones run hottest / last longest / chargtop_models — Rank device MODELS by any battery metric, aggregating across every device of that model. This is the tool for 'which phone model has the besdevice_ranking — Answer 'is MY phone normal?' — rank one device's metric against other devices of the same model AND against the whole fleet, in one call. Research — Resolve free-form user text into the canonical brand / model identifiers the other tools expect. Meant for phones named in free text: the otNot tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.