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AI Footprint

by FastDrop

MCP Verified 2 hours ago Registry import free

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 and the description is not theirs.

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Tools this endpoint exposes

Read directly from the endpoint on 11 Oct 2026. Not supplied by the maker.

  • estimate_ai_footprint

    Estimate 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_methodology

    Return 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_use

    Convert 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_footprint

    Estimate 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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