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Nodegrove VRAM: can I run it?

Can this LLM run on my GPU? VRAM, speed ceiling and what fits instead, for any model and GPU.

MCP server · by nodegrove.io

Connect Compare Claim

About

Nodegrove VRAM: can I run it? is an MCP server published by nodegrove.io. Marketplaces we read that list it: 2 (Official MCP Registry, npm registry (MCP servers)). The last change we recorded was on 2026-11-03. As of our marketplace pass on 2026-11-04.

What it asks for

  • Runs remotely
  • Runs on your machine

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Package

npm @nodegrove/vram-mcp (@nodegrove/vram-mcp on npm)

  • npm downloads/week: 262 (2026-10-17)
  • npm downloads/month: 699 (2026-10-17)
  • Latest version on npm: 1.1.4, published 2026-10-19
  • Declared version 1.1.5 is not listed on npm

npm facts come from the public npm registry (registry.npmjs.org, api.npmjs.org). Each figure is the registry's own and is never added to another. A registry that publishes no figure shows none: no number is not zero.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI
Install in CursorInstall in VS Code

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Observed by Ext Ops

Observed by Ext Ops on 2026-10-18: what the endpoint itself answered when asked to list its tools. We never call the tools.

Tools: 6

Server: nodegrove-vram 1.1.3 · MCP protocol version 2025-06-18

Tool metadata as listed on 2026-10-18: annotations on 6 of 6 tools · parameter descriptions on 28 of 28.

  • can_i_runCan this GPU run this open-weight LLM? Returns fits, tight or no, the memory split (weights, KV cache, overhead), a decode-speed ceiling, the longest context that fits and, on a no, every change that…
  • estimate_from_hf_repoReads any Hugging Face model repo's config.json and parameter count and estimates its memory: the attention layout found (standard, sliding-window, hybrid or latent), how much each 1,000 tokens of co…
  • estimate_vramHow much memory an LLM needs: weights + KV cache + overhead at each quantisation (or one), at a given context, and the smallest common card class that holds each. Model: a name or id from list_models…
  • list_gpusThe GPUs and machines nodegrove.io covers: memory, the memory a runtime can use and bandwidth, from the makers' specs, with each one's page.
  • list_modelsThe open-weight LLMs nodegrove.io has verified against their config.json (data version 2026-10-16): id, size, attention design, native context, licence, memory at Q4 with 8k context and each model's…
  • what_fitsWhich open-weight LLMs fit this GPU: every model in list_models checked at one quantisation and context, with a recommended everyday model (the biggest class that fits with room for context at conver…

Its marketplaces publish no list of tools.

How we check endpoints

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a remote MCP server

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport http vram-mcp https://mcp.nodegrove.io/mcp
Codex~/.codex/config.toml
[mcp_servers.vram-mcp]
url = "https://mcp.nodegrove.io/mcp"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "vram-mcp": {
      "url": "https://mcp.nodegrove.io/mcp"
    }
  }
}

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 1.1.5 Downloads/month (npm): 699
Downloads/week (npm): 262
Forks (GitHub): 0
Stars (GitHub): 0		 Not marked
npm registry (MCP servers) (Open on npm) Listed 1.1.5 Downloads/month (npm): 699
Downloads/week (npm): 262
Forks (GitHub): 0
Stars (GitHub): 0		 Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

  1. npm registry (MCP servers): released version 1.1.5 (was 1.1.4)
  2. Official MCP Registry: released version 1.1.5 (was 1.1.4)
  3. npm registry (MCP servers): released version 1.1.4 (was 1.1.3)
  4. Official MCP Registry: released version 1.1.4 (was 1.1.3)
  5. npm registry (MCP servers): released version 1.1.3 (was 1.1.2)
  6. Official MCP Registry: released version 1.1.3 (was 1.1.2)

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Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

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Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the public npm registry (registry.npmjs.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built