Open model files with recorded SHA-256 and license labels. Ask for what's missing.
Connect Remote server
claude mcp add --transport http hugging-bay https://huggingbay.xyz/api/mcp
{
"mcpServers": {
"hugging-bay": {
"url": "https://huggingbay.xyz/api/mcp"
}
}
}
{
"servers": {
"hugging-bay": {
"type": "http",
"url": "https://huggingbay.xyz/api/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://huggingbay.xyz/api/mcp
Tools 6 found in our last check
find_runnableModels for a task and RAM or VRAM budget (estimated fit), not fine-tuning. provenOnly: tested commands and a signed receipt, only for an exact hardware class run in the last 24 hours. Download is not run proof; read no-match reasons. Example: {"task":"chat","hardware":"8gb-lapto…
search_artifactsKeyword search over model and dataset records with task, license and format filters, when you have no exact name. Returns ids and short summaries; detail=full adds the full record. Example: {"q":"embedding","limit":5}.
get_modelOne model by id: license, download readiness, main file, SHA-256, size, RAM estimate, and tested runKit commands when that exact file has run. If unavailable, follow the retry guidance.
get_downloadOne exact file in one call: a signed link (at most 300 s), SHA-256, size, license, hb.lock text and run commands. Check the hash after download.
get_serve_decisionWhether a model's listed files are offered to download now, with the recorded reason. Runtime evidence is separate.
hb_run_planBest model with a fresh signed run on your exact hardware class: a recorded command and hb.lock, or an explicit no-match. Most hardware has no run yet; call find_runnable first. Never downloads or runs. Example: {"task":"chat","hardware":"apple-m2-16gb"}.
Details
| Endpoint | https://huggingbay.xyz/api/mcp (Streamable HTTP) |
| Package | [email protected] (NPM, stdio) |
| First published | 5 Nov 2026 |
| Last updated | 5 Nov 2026 |
| Registry name | io.github.barneywohl/hugging-bay |
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