Sootcase freight CO2e
Server Details
Freight CO2e by road, rail, sea, inland waterway and air (GLEC, ISO 14083), every step shown
- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-06-18
- URL
- ChatGPT
- –
- Claude
- –
TDQS
Scored across 8 tools
Most tools target a distinct output: single calculation, batch calculation, scenario comparison, ISO report, place lookup, methodology reference, vehicle/factor listing, and recommendations. Two pairs blur slightly: calculate_shipment vs calculate_shipments differ only by plurality (though the batch tool's failure-isolation and explain flag help), and compare_scenario vs recommend_routes both produce alternative-emission totals with overlapping change types (road_to_rail, electrify, fuel_switch, load), leaving an agent to guess which to pick for a given request.
Seven of eight names follow a clean verb_noun snake_case pattern (calculate_*, compare_*, find_places, get_methodology, list_vehicle_types, recommend_routes). The only deviation is emissions_report, which is a bare noun phrase with no verb, though its meaning is still clear.
Eight tools is a well-scoped set for a freight emissions calculator: one core calculation, a batch variant, a scenario comparator, a reporting wrapper, and supporting reference/lookup tools. No obvious filler or redundancy beyond the intentional singular/plural split.
The surface covers the full calculation lifecycle: input resolution (find_places, list_vehicle_types), core and batch calculation, scenario analysis, recommendations, and ISO 14083-compliant reporting, with methodology documented. Minor gaps: no standalone lookup for fuel emission factors or factor datasets (only partially exposed via list_vehicle_types' optional fuels), and no way to persist or retrieve previously calculated shipments.
Available Tools
8 toolscalculate_shipmentCalculate a shipment's emissionsARead-onlyIdempotentInspect
Calculates one shipment's greenhouse gas emissions (kg CO2e: well-to-wheel, tank-to-wheel, well-to-tank) following the GLEC Framework v3.3 and ISO 14083. Routes each leg's distance from its coordinates or codes. Returns the result per leg (distance and how it was found, method, data type, emission factor and its source, distance adjustment, notes on legs Sootcase added) and a step-by-step calculation sheet with the arithmetic and the GLEC page and ISO 14083 clause behind each step.
Inputs: legs (required), id, teu, hubs, +5 more.
calculate_shipmentsCalculate many shipmentsARead-onlyIdempotentInspect
Calculates several shipments at once, each like calculate_shipment. A failing shipment doesn't stop the others; each failure says why and whether sending it again can help. Set explain to add calculation sheets (first 25 shipments).
Inputs: shipments (required), explain, add_road_legs.
compare_scenarioWhat-if: shipments now vs with changesARead-onlyIdempotentInspect
Calculates the shipments as they are and with changes, with the same method (GLEC v3.3, ISO 14083), and returns both totals (TTW, WTT, WTW), the difference, per change how many shipments and legs it affected and the sources of its values, and per shipment notes. Changes: road_to_rail (defaults: road legs over 300 km, 30% of the cargo, from the EU Transport White Paper 2011; rail part over 100 km in a straight line, from Directive 92/106/EEC; road to and from the nearest rail terminal, each terminal handling at GLEC v3.3's intermodal terminal value), electrify (needs the user's kwh_per_tkm, a grid country and the source), fuel_switch (hvo, b100, biomethane, biomethane_lng, cng, lng for diesel trucks), load. Results are scenarios, not reported emissions: say so to the user.
Inputs: plan (required), shipments (required), add_road_legs.
emissions_reportEmissions report over many shipmentsARead-onlyIdempotentInspect
Calculates shipments and returns a report with the basic content ISO 14083 asks for at the level of transport services (GLEC v3.3 Section 2 Ch.1): coverage and failures, totals split into TTW and WTT, intensity, per mode and hub type, energy carriers, data quality (primary/modelled/default shares, sources, models), distance adjustments, and notes. Returned as Markdown and as structured data.
Inputs: shipments (required), title, period_to, reference, +5 more.
find_placesFind placesARead-onlyIdempotentInspect
Finds cities, sea and inland ports, rail and road terminals, inland depots, border crossings and airports by name, UN/LOCODE or IATA code, with coordinates, from an embedded list (GeoNames, UN/LOCODE, OurAirports). Use it to fill a leg's from and to.
Inputs: query (required), kinds, limit.
get_methodologyHow Sootcase calculatesARead-onlyIdempotentInspect
Explains the whole method: scope (WTW, TTW, WTT), inputs, the five calculation methods with formulas, how distances are routed, distance adjustment factors, added road legs, the emission factor datasets and their sources and limitations, data quality, what every result field means, errors, and how to present results.
list_vehicle_typesList vehicle types and emission factorsARead-onlyIdempotentInspect
Lists the vehicle types (and their short aliases) with their emission factors: g CO2e per tonne-km tank-to-wheel and well-to-tank, the distance type they are per, source and year, and for trucks the load model's payload (what load_factor 1 means). Optionally the fuels for the fuel method.
Inputs: mode, search, include_fuels.
recommend_routesRoute changes that lower emissionsARead-onlyIdempotentInspect
For each shipment, tries road legs on rail, inland waterway and short sea, air legs by sea or rail, other sea ports, (when a load is given) fuller loads, and on the same route larger, electric and bio-LNG trucks (GLEC v3.3 default values, only where GLEC gives them); each kind is in one of the GLEC Framework's five reduction areas; calculates each alternative with the same method as the shipment (GLEC v3.3, ISO 14083) and returns those lower than now, best first, with totals per kind and per lane, the sources of the rules and the limitations. Rules (defaults, settable): road legs over 300 km (EU Transport White Paper 2011); rail, waterway or sea part over 100 km in a straight line, road to a waterway or sea port within 150 km, nearest rail terminal (Directive 92/106/EEC). New rail, waterway and sea legs run between terminals with road to the nearest one; each terminal handling counts GLEC v3.3's intermodal terminal value per container (not at airports or Ro-Ro terminals). It knows nothing about transit times, costs or whether a service runs: tell the user, and that results are scenarios, not reported emissions. The website's Recommendations page (/recommend) lets the user filter and pick interactively.
Inputs: shipments (required), settings.
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