Tern EV-Charging Analytics
EV-charging site analytics: utilization, demand, peak saturation and corridor benchmarks.
Little public usage data yet
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Tools (26)
write = sends, deletes, buys or postsaggregate_charging_utilizationFreeStation-level utilization aggregated over a GeoJSON area and a date window of at most 92 days, optionally filtered to a capacity band (default 150 kW = HPC; pass 100 for fast charging). The reply is one row per station, so it reads an area without pulling any station's daily rows.
aggregate_evse_utilizationFreeEVSE-level utilization aggregated over a GeoJSON area and a date window of at most 92 days, optionally filtered to a capacity band. The per-connector counterpart of aggregate_charging_utilization.
area_benchmarkFreeHow hard is each EVSE at this site working compared with the area around it? Reads the area_benchmark claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
avg_session_minutesFreeHow long does a session at this site actually last? Reads the avg_session_minutes claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
busy_evse_hoursFreeHow many EVSE-hours at this station carried charging on the drilled day, and how many of its EVSEs were charging at once in the busiest hour? Reads the busy_evse_hours claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
corridor_benchmarkFreeHow does this site's demand per EVSE-day compare with the corridor drawn around it? Reads the corridor_benchmark claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
corridor_comparisonFreeHow does this site compare with the named stations around it — distance, EVSE count, max kW, and sessions per EVSE-day each? Reads the corridor_comparison claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
daily_spikeFreeWhich days ran far above this site's normal, and by how much? Reads the daily_spike claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
day_vs_similarFreeWas one particular day unusual for the day of week it fell on? Reads the day_vs_similar claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
demand_share_multipleFreeHow much of the area's demand does this one site take, said as a multiple of the mean station? Reads the demand_share_multiple claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
estate_coverageFreeWhich estate sites reported on every day of the window, which are partial or young, and how full is the window's final day? Reads the estate_coverage claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
estate_monthly_seriesFreeDid demand per EVSE across the estate move month over month, and did each focus site move with it? Reads the estate_monthly_series claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
hourly_spikeFreeWhen in the day does demand at this site peak? Reads the hourly_spike claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
list_evsesFreeList the individual EVSEs (connectors) of up to 20 stations, with their capacity in kW. Stall counts and capacity bands come from here rather than from a station record.
monthly_sessions_per_stall_dayFreeIs demand per EVSE rising or falling month over month? Reads the monthly_sessions_per_stall_day claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
nearby_charging_stationsFreeList the charging stations within a radius of a point, nearest first. The radius is in kilometres and at most 10; the reply is the API payload inline. This is how a site's competitors are found before any claim is read.
peak_hour_co_saturationFreeWhen the site reaches its busiest hour of the day, do the stations around it reach their own busiest hours at the same time? Reads the peak_hour_co_saturation claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
poi_contextFreeWhat kind of place is this site sitting in? Reads the poi_context claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading. places carries the rows this claim reads, because they are transcribed by the caller rather than fetched.
rank_gapFreeWhere does this site sit in its estate's ranking, and how far is it from the estate median and the estate leader? Reads the rank_gap claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
road_contextFreeWhat road does this site sit on, and what class is it? Reads the road_context claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
search_charging_stationsFreeFind charging stations in one country by structured filter — id, title, address, operator. The reply is the API payload inline: station ids, titles, addresses and operators, which is what the claim tools take as site_id and station_id.
sessions_per_stall_dayFreeHow hard is each EVSE at this site working per day? Reads the sessions_per_stall_day claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
site_profileFreeWhat is this site — how many EVSEs, and how close is the nearest station? Reads the site_profile claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
site_rankingFreeHow do the estate's sites rank on sessions per EVSE-day over one window, and how far is the leader above the estate median? Reads the site_ranking claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
total_charging_minutesFreeHow many minutes of charging did this site actually deliver over the window? Reads the total_charging_minutes claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
total_sessionsFreeHow much charging demand did this site see over the window? Reads the total_sessions claim for one site and returns only its result: the status the claim decided from its own observations (computed or insufficient), the typed result, and the display a deliverable would print. The observations behind it are pulled into a scratch directory that is deleted before the call returns, so the rows never enter the conversation and nothing is left on the server to read back later — this call is the whole reading.
Public scan report
scanner v0.1.3 · 2026-09-19 · same rubric, same numbers if you re-run it
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote reachable in 998ms20/20
- Tool poisoning26 tool descriptions checked15/15
- Auth qualityAPI key sent as a header8/15
- Maintenanceno repository listed3/15
- Maintainer identityno repository or website to verify2/10
Findings (1)
- lowNo source repository listed
maint.no-repo
Install directly
claude mcp add --transport http usetern https://tern-mcp-537572042041.europe-west4.run.app/mcp
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