AI Footprint
by FastDrop
Water and energy footprint of AI use: chat prompts, agent sessions, methodology and sources.
Water and energy footprint of AI use: chat prompts, agent sessions, methodology and sources. Official MCP Registry: io.github.nickjlamb/ai-footprint@1.0.0. Remote endpoint: https://prompt-tightener-production.up.railway.app/mcp
Problem it solves
Discoverable MCP server listed in the official MCP Registry.
How it's different
Remote MCP endpoint ingested from the official registry and probed by FastDrop.
Ingested from the official MCP Registry
FastDrop pulled this entry from the official MCP Registry as io.github.nickjlamb/ai-footprint and probed the endpoint. The maker did not submit it, so the outbound link is not endorsed
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Read directly from the endpoint on 11 Oct 2026. Not supplied by the maker.
estimate_ai_footprintEstimate the water (mL) and energy (Wh) used by chat-style AI prompts (ChatGPT, Claude, Gemini etc.). queries_per_day: prompts per day. usage: 'simple' (text chat, ~0.34 Wh/prompt), 'mixed' (~1 Wh),
get_methodologyReturn the per-prompt energy and water figures, accounting boundaries, sources, limitations, a citation line, and why published AI water estimates differ by ~100x (0.3 mL to 50 mL per prompt). Call th
compare_water_useConvert a volume of water (mL) into everyday comparisons: teaspoons, 500 mL bottles, shower time, and lifecycle items (A4 sheet, almond, cup of tea, beef burger), plus the number of typical AI text pr
estimate_session_footprintEstimate the water and energy of an AI session (e.g. an agent or coding-assistant run) from its token usage. Pass the SUM across all model calls: input_tokens (uncached prompt tokens), output_tokens (
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