Sustainability Python Packages

codecarbon

Track emissions from Compute and recommend ways to reduce their impact on the environment.

ecotrace

A lightweight Python library to measure the carbon footprint of your code

ebb-ai

Carbon-aware MCP scheduler for agentic AI workflows. Defer "do it later" tasks to the cleanest electricity-grid hour inside a deadline — 40–70 % lower CO2, 50 % cheaper via Batch APIs. Apache-2.0.

chocobot

🌱 CCPoC - a decentralized Proof-of-Capacity network

contrails

Estimate the CO2e of flights you've taken or booked, and keep a running log.

pyvolca

Fast open-source LCA engine with API, Python library, CLI, MCP.

tracarbon

🌍 Tracarbon tracks your device's energy consumption and calculates your carbon emissions using your location.

ibmpairs

IBM Environmental Intelligence Geospatial APIs SDK

langchain-greencalculus

LangChain tools for sourced greenhouse-gas emission factors — every value returns with its publisher, exact source reference and citation.

swiss-electricity-mcp

MCP server for Swiss electricity data: BFE Energiedashboard, ElCom tariffs, OGD consumption. No-auth, 12 tools.

oss-sustain-guard

Sustainability signals for OSS dependencies across ecosystems

exergy-imperative

A Python Library and Guide for analyzing exergy, emissions, health, and economics using the data that you already have.

quantity-and-quality

A small Python library and CLI for calculating and reporting the energy quantity, Exergy Factor, and accessible exergy of individual energy streams.

boaviztapi-sdk

🛠 Giving access to BOAVIZTA reference data and methodologies trough a RESTful API

eco2ai

eco2AI is a python library which accumulates statistics about power consumption and CO2 emission during running code.

transition-compass-model

Multi-sector climate pathway calculation engine for the Transition Compass platform

epdx

ILCD parser for Javascript and Python, written in Rust

dppvalidator

dppvalidator is the "GDPR compliance engine" for physical products, enforcing the strict digital syntax required for the EU's Digital Product Passport.

nexinfosys

DEPRECATED (go to https://github.com/ENVIRO-Module/nis-backend) - Backend of NIs (Nexus Information System, a development inside "MAGIC" H2020 project) - Sustainability accounting of Water-Energy-Food Nexus in Socio-Ecological Systems using MuSIASEM modeling

greencalculus

Official Python & JavaScript/TypeScript SDKs for the GreenCalculus carbon API — sourced emission factors + audit-traced calculations.

smartplug-energy-controller

Turning smartplugs on/off depending on current electricity consumption

tcaf-model

Multi-sector climate pathway calculation engine for the Transition Compass platform

pycopancore

reference implementation of the copan:CORE World-Earth modelling framework

ci-monitoring-simulation

Calibrated simulation and detectors for MES-embedded carbon-intensity monitoring of energy anomalies in machining-style processes. Characterizes the adaptive-baseline inertia blind spot and proposes an event-anchored + residual-CUSUM detector that closes it. Reproducible: code, raw sweep data, and figure scripts.