Enables auditing MCP configuration token usage, compressing tool catalogs, pruning bloated JSON responses, and optionally persisting compressed profiles under read-only defaults and safety guardrails.

GPU energy per million output tokens by model, GPU and configuration, with grid carbon by country.

Enables evidence-first AWS architecture work through deterministic design calculations, live official AWS knowledge, integration catalog/configuration, and optional authenticated local read-only AWS tooling for requirements, comparisons, diagrams, ADRs, and operational planning.

Enables users to manage NetEase Yunxin console applications, app configuration, IM settings, and statistics through MCP tools.