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MarvinLabs vram_fit

Official registry Other

Will a QLoRA fine-tune of gemma-3-4b-it fit your GPU? Verdicts from measured AMD and NVIDIA probes.

Website

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http marvinlabs-vram-fit 'https://marvinlabs.org/mcp'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "marvinlabs-vram-fit": {
            "type": "http",
            "url": "https://marvinlabs.org/mcp"
        }
    }
}

Frequently asked questions

What is MarvinLabs vram_fit?

Will a QLoRA fine-tune of gemma-3-4b-it fit your GPU? Verdicts from measured AMD and NVIDIA probes.

How do I install MarvinLabs vram_fit?

It runs as a remote server. In Claude Code: claude mcp add --transport http marvinlabs-vram-fit 'https://marvinlabs.org/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does MarvinLabs vram_fit need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Who maintains MarvinLabs vram_fit?

It is published by org.marvinlabs. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.