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StudioTV LLM VRAM Calculator

Does an LLM fit on your GPU?

Connector by studiotvai.com · Domain verified by the MCP Registry

IndexedLicense unknownRemote (HTTP)
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Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/studiotvai-com-llm-vram

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

  • https://studiotvai.com/api/mcp Remote (HTTP)

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About

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

Reviews

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No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
3 read · 0 write · 0 deleteRead-only
Secrets
None asked for
Install scripts
Nothing to install (hosted)
Runs as
Hosted (remote endpoint)

Tools by what they do 3

From the running server's own tool list (tools/list) on Oct 25, 2026.

Read 3 · Look things up without changing anything.

  • estimate_vram
  • gpu_prices
  • models_that_fit

Network hosts it talks to 1

  • studiotvai.com · found in remote endpoint, install command

Tools (3)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • estimate_vramDoes this LLM fit on this GPU?read-only

    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 model id or link. Uses the real KV cache of each architecture (sliding window, hybrid linear attention, MLA).

  • gpu_pricesGPU rental pricesread-only

    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 hour.

  • models_that_fitWhich LLMs fit on this GPU?read-only

    Every listed open model that fits on the given GPU(s), largest first, with the most faithful weight format that fits.

Signals

Last release
Oct 10, 2026 (19 days ago)

Details

Registry name
com.studiotvai/llm-vram
Version
1.0.0
Auth
Auth not stated
License
License unknown
Website
studiotvai.com/llm-vram-calculator
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registry
Cite this page

StudioTV LLM VRAM Calculator MCP server. Agent Mart. https://agentmart.dev/connectors/studiotvai-com-llm-vram (last updated 2026-10-24)