"author:elifalmeida" matching MCP servers:

Turns a plain-language description of an LLM fine-tuning job into ranked hardware picks by estimating the required VRAM and FLOPs, then comparing live pricing across a dozen GPU clouds. Returns the cheapest, fastest, and most balanced configurations for a given budget or time limit, with each result labeled by its data source.