What Can You Do?
Companies
Query company hierarchy, buildings, departments and annual configuration
Consumptions
List and filter energy consumption records. Get dashboards by category, building and period
Emissions
Calculated emissions by scope, category, building and month. Aggregated CO₂e dashboard
Invoices
Electricity, gas, fuel, water and waste invoices with CO₂e data
Vehicles
Vehicle fleet with engine type, fuel and associated emissions
Employees
Employee list and commuting data
Business Travel
Travel records with transport type and emissions per trip
GLEC Logistics
Logistics service footprint aligned with the GLEC standard
Goals
Reduction targets, tracking tasks and projection scenarios
Reference Data
GHG Protocol categories, emission factors, recommended inputs by country
Available Tools
How It Works
Security
- Read by default — Most tools are GET-only
- Confirmed writes —
upsert_company_buildingandupsert_vehiclerequireuserConfirmed: trueafter explicit user approval - Token-scoped access — Access is limited to what your token can see
- No data storage — Data flows through directly, nothing is cached
What is MCP?
The Model Context Protocol connects your AI assistant to Manglai. Server resource:manglai://api/what-is-mcp.
Create or update buildings and vehicles
Updates: the API uses POST upsert (not PATCH). Send the same
id and the full body (fetch with get_company_buildings or get_vehicle, merge, then submit).
Agent guides: manglai://api/mutations/buildings and manglai://api/mutations/vehicles (include guide and fix).
Architecture
Getting Started
Quickstart
Set up the Manglai MCP in 5 minutes

