run.fitllm/fitllmai

FitLLM

Verified · 2 days ago

Will this LLM fit on your GPU, multi-GPU rig or Mac? Exact VRAM & KV-cache math. Read-only.

Install

claude mcp add --transport http fitllm https://fitllm.run/api/mcp

Our take

Calculates whether a given model will fit on a GPU, multi-GPU setup, or Mac, with emphasis on VRAM and KV-cache sizing. It is for developers and operators planning local inference capacity before spending time on downloads or deployments. The scope is narrow but clear, and the read-only design reduces risk; maturity appears early based on the small public footprint.

reviewed by hand · 2026-07-10

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Verification record

last verified: 2 days ago
github stars: 8
last commit: 38 days ago
archived: no
license: MIT
in registry since: 2026-07-09

github.com/click6067-ship-it/fitllm-engine

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