EcoCompute Should-I-Quantize Estimator is answering right now. Last checked 14 min ago. It exposes 4 tools. Last commit 8 Nov 2026.
Energy impact of LLM quantization, calibrated to measured GPU data. Every answer states its basis.
What the code does
We read the source, 15 h ago · tools taken from the live server · rules 995398eba69f
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
Select the text below, copy it with Ctrl+C, then paste it into the GitHub issue.</p>
"!pip install torch==2.5.1 torchvision==0.20.1 --index-url https://download.pytorch.org/whl/cu121 --force-reinstall --quiet\n",
el.innerHTML =
chip("gpu", p.gpu + (p.arch ? " · " + p.arch : "")) +
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
This code can reach further than it looks
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Connect this server
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 14 min ago.
claude mcp add ecocompute-estimator --transport http https://ecocompute-estimator.zhanghongping1982.workers.dev/mcphttps://ecocompute-estimator.zhanghongping1982.workers.dev/mcp[mcp_servers.ecocompute-estimator]
url = "https://ecocompute-estimator.zhanghongping1982.workers.dev/mcp"{
"mcpServers": {
"ecocompute-estimator": {
"url": "https://ecocompute-estimator.zhanghongping1982.workers.dev/mcp"
}
}
}{
"servers": {
"ecocompute-estimator": {
"type": "http",
"url": "https://ecocompute-estimator.zhanghongping1982.workers.dev/mcp"
}
}
}Available tools 4
Read directly from the server with tools/list, grouped by what they act on.
If a tool disappears, we record the date.
list_data_coverage
estimate_quantization_energy
search_measurements
get_quantization_crossover
Endpoints
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://ecocompute-estimator.zhanghongping1982.workers.dev/mcp | streamable-http | answering | 204 ms | 14 min ago |
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EcoCompute Should-I-Quantize Estimator — questions
Answers built from our own checks of this server.