A side-by-side look at the Nodegrove VRAM: can I run it? and Hub MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Nodegrove VRAM: can I run it? for developer tools work as a local process; choose Hub MCP for developer tools over a hosted endpoint. You can also run both side by side in one mcpServers block.
can_i_run, what_fits, estimate_vram.HUB_PAT_TOKEN, MCP_AUTH_TOKEN.search, query, architectures.Rows where the two servers differ are marked.
| Spec | N Nodegrove VRAM: can I run it? | |
|---|---|---|
| Category | Developer Tools | Developer Tools |
| Quality signal | 53/100 · Good | 77/100 · Great |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Remote HTTP/SSE |
| Auth | No auth required | API key required |
| Pricing | Free | Free |
| Required env vars | None listed | HUB_PAT_TOKENMCP_AUTH_TOKEN |
| Verified owner | Community listing | Verified |
| GitHub stars | 0 | 170 |
| Directory activity | 0 views 0 installs 0 upvotes | 38 views 0 installs 0 upvotes |
| Tools | 4 | 35 |
| Full listing | View Nodegrove VRAM: can I run it? | View Hub MCP |
can_i_runFits, tight or no; the memory split; a speed ceiling; the longest context that fits; and on a no, every change that would make it fitwhat_fitsEvery model checked on one card, with a recommended everyday pick, the largest that fits, the best at Q8 and the first out of reachestimate_vramWeights, KV cache and overhead at each quantisation, and the smallest common card that holds eachestimate_from_hf_repoAny Hugging Face repo, read from its `config.json`: the attention layout, the cost of each 1,000 tokens of context, and memory at every quantisationsearchSearch repositories and content using Search V4 APIquerySearch query parameter (string, required)architecturesFilter on architectures (string, optional)badgesFilter by image content type badges (string, optional)categoriesFilter on categories (string, optional)extension_reviewedFilter on reviewed extensions (boolean, optional)fromNumber of documents to skip for pagination (number, optional)imagesFilter on image names (string, optional)operating_systemsFilter on operating systems (string, optional)orderChange the ordering of results (string, optional)sizeMaximum number of results to return (number, optional)sortSort results by search field (string, optional)Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
{
"mcpServers": {
"nodegrove-vram-can-i-run-it": {
"command": "npx",
"args": [
"-y",
"@nodegrove/vram-mcp"
]
}
}
}
{
"mcpServers": {
"docker-hub-mcp": {
"url": "https://docs.docker.com/ai/gordon/mcp/yaml/"
}
}
}