EcoCompute Should-I-Quantize Estimator MCP

v1.0.0

io.github.hongping-zh/ecocompute-estimator

Energy impact of LLM quantization, calibrated to measured GPU data. Every answer states its basis.

transport:streamable-http tools:4

Target client

run in your project directory

claude mcp add --transport http ecocompute-estimator https://ecocompute-estimator.zhanghongping1982.workers.dev/mcp

setup guides: Claude Code Claude Desktop Cursor VS Code Zed Windsurf Cline Gemini CLI Grok ChatGPT Claude.ai LangChain

Adds it for this project only. Append --scope user to make it available everywhere. Claude Code docs


                estimate_quantization_energy

estimate quantization energy


                get_quantization_crossover

Read-only

get quantization crossover


                list_data_coverage

Read-only

list data coverage


                search_measurements

Read-only

search measurements

All 4 tools, one page each

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. Check the server's own documentation before granting access.