Server data from the Official MCP Registry
Energy impact of LLM quantization, calibrated to measured GPU data. Every answer states its basis.
About
Energy impact of LLM quantization, calibrated to measured GPU data. Every answer states its basis.
Remote endpoints: streamable-http: https://ecocompute-estimator.zhanghongping1982.workers.dev/mcp
Security Report
The shown MCP server (mcp/server.js) is a local stdio tool with zod-validated inputs, no shell execution, no network calls, and no hardcoded secrets, and its permissions match its estimator purpose. The main limits are that the core modules it imports (estimate.js, optimize.js, worker.js) and the truncated sections were not provided, so they could not be verified, and the Colab notebook installs unpinned packages from several sources. No malicious or exfiltration patterns were found. Supply chain analysis found 6 known vulnerabilities in dependencies (0 critical, 4 high severity).
6 files analyzed · 11 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
How to Install & Connect
Available as Local & Remote
This plugin can run on your machine or connect to a hosted endpoint. during install.
Documentation
View on GitHubFrom the project's GitHub README.
quant-energy — EcoCompute official site
Source for quantenergy.tech: the should-I-quantize estimator,
measured GPU energy curves, citation pages, blog, and the MCP endpoint
(/mcp — EcoCompute estimator).
Every number on the site states its basis: measured (NVML, GPU-package power) or interpolated — never dressed up. Data: Zenodo 10.5281/zenodo.19647290 (CC BY 4.0).
- Site architecture & decisions:
ARCHITECTURE.md - Deployment & local dev:
USAGE_GUIDE.md
Part of the EcoCompute ecosystem
- ecocompute-mlcube — Measure energy on YOUR GPU
- quant-energy — Interactive curves + API (deploys quantenergy.tech) (this repo)
- ecocompute-ai — RTX 5090 benchmark suite
- ecocompute-action — CI audit for LLM energy waste
→ quantenergy.tech for the full dataset
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