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Carbon of Compute

Claude connectorCommunity

Carbon and water footprint estimates for AI language models and AI hardware, with sources, low and high values, and the assumptions shown.

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Carbon of Compute estimates the greenhouse gas and water footprint of running AI language models, per 1,000 output tokens or per task. Each figure is split into four parts: the electricity the hardware draws, the manufacturing of that hardware spread over its working life, the datacenter facility plant, and optionally a share of model training. Footprint results come with low and high values.

Ask for one model's footprint, compare models under the same assumptions, or change the grid region, datacenter efficiency (PUE), hardware lifetime, utilization and cooling regime. The connector also returns the manufacturing footprint of AI accelerators (NVIDIA H100, H200, B200, A100, AMD MI300X) split into logic die, HBM memory, package and board, an 8-GPU server line by line, and datacenter facility factors from manufacturer EPDs.

Footprint and ranking answers link to the same view on carbonofcompute.com and to the method report. Hardware manufacturing is built on REEL LCI, a life cycle inventory of electronics manufacturing whose foreground inventory comes from public sources, linked to licensed ecoinvent 3.12 background data.

Figures are estimates from public evidence for a reference deployment, not a provider's own measurement. The connector only reads published data. It needs no account and takes no actions.

Tools
8

exposed by this connector

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2,807—24h—7d

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Data analytics2,501st of 3,156 by popularity · not ranked by trending score
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Education392nd of 503 by popularity · not ranked by trending score
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Tools

  • get_accelerator_manufacturing
  • get_facility_manufacturing
  • get_methodology
  • get_model_footprint
  • get_server_manufacturing
  • list_models
  • list_scenario_options
  • rank_models
Categories
Made by
REEL LCI · Website
Sign-in
Not required
Connector URL
https://mcp.carbonofcompute.com/mcp
Transport
Streamable HTTP
Works with
Claude, Claude API, Claude Code, Claude Desktop
Added
October 31, 2026
More info
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