com.studiotvai/llm-vram

up checked 2026-11-11T08:38:16.565Z

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Publisher-provided title

StudioTV LLM VRAM Calculator

Publisher-provided description

Does an LLM fit on your GPU? VRAM, KV cache and GPU count for any Hugging Face model.

Summary by lookupd

Estimates VRAM, GPU count, speed and rental cost for running open LLMs, and lists models that fit a given GPU.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http llm-vram https://studiotvai.com/api/mcp

Codex, remote (streamable-http)

codex mcp add llm-vram --url https://studiotvai.com/api/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "llm-vram": {
      "url": "https://studiotvai.com/api/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Publisher-provided text

estimate_vram GPU memory, number of GPUs, speed and rental cost to run an open LLM. Works for the models listed at https://studiotvai.com/api/models.json and any Hugging Face
models_that_fit Every listed open model that fits on the given GPU(s), largest first, with the most faithful weight format that fits.
gpu_prices Cheapest on-demand price per GPU-hour from AWS, Google Cloud, Azure, RunPod, Vast.ai, Oracle Cloud, OVHcloud, Scaleway, Verda, Akash and UpCloud, checked every

Shows this live status and links here; updates hourly.

[![lookupd status](https://lookupd.com/badge/com.studiotvai/llm-vram.svg)](https://lookupd.com/servers/com.studiotvai/llm-vram)