Carbon of Compute
Claude connectorCommunityCarbon and water footprint estimates for AI language models and AI hardware, with sources, low and high values, and the assumptions shown.
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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Trending score
In its categories
How this connector compares with others in the same category. Positions are counted within the category, not across the whole directory.
Data analytics2,501st of 3,156 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 2499 | 2,807 | — | 832places down | |
| 2500 | 2,807 | — | 832places down | |
| 2501 | 2,807 | — | — | |
| 2502 | 2,807 | — | — | |
| 2503 | 2,807 | — | 132places up |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 | 56,189,368 | 13,885 #82 | — | |
| 2 | 40,560,351 | 13,117 #124 | 0 | |
| 3 | 543,530 | 8,880 #622 | 4places down | |
| 4 | 448,719 | 9,295 #533 | 3places up | |
| 5 | 446,435 | 7,687 #901 | 18places up |
Education392nd of 503 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 390 | 2,807 | — | — | |
| 391 | 2,807 | — | 132places up | |
| 392 | 2,807 | — | — | |
| 393 | 2,807 | — | 656places down | |
| 394 | 2,807 | — | 832places down |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 | 40,560,351 | 13,117 #16 | 0 | |
| 2 | 950,408 | 9,899 #51 | 3places down | |
| 3 | 897,326 | 8,977 #74 | 45places up | |
| 4 | 853,471 | 8,061 #107 | 130places up | |
| 5 | 355,844 | 6,931 #146 | 172places up |
Tools
- get_accelerator_manufacturing
- get_facility_manufacturing
- get_methodology
- get_model_footprint
- get_server_manufacturing
- list_models
- list_scenario_options
- rank_models
- Categories
- 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
- Sponsorship
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