Hugging Bay

io.github.barneywohl/hugging-bayVersion 0.1.14

Open model files with recorded SHA-256 and license labels. Ask for what's missing.

Status

Responds352 msNov 14, 2026, 14:46 UTCAnswered our handshake without sign-in.

Registry data may be out of date

We could not refresh it, so this page shows the last copy.

Last checked: Nov 14, 2026, 14:46 UTC
Latency: 352 ms
Remotes responding: 1 of 1
Sign-in: No sign-in
Hosting: Hosted outside the EU (detected)
Registry data as of: Nov 14, 2026, 22:14 UTC

Data from the official MCP Registry, checked by run.zero. How we check

Connect

Streamable HTTP

https://huggingbay.xyz/api/mcpResponds352 msNov 14, 2026, 14:46 UTC

No sign-in

Claude Code

claude mcp add --transport http hugging-bay https://huggingbay.xyz/api/mcp

Claude Desktop and claude.ai

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Settings > Connectors > Add custom connector
Name: hugging-bay
Remote MCP server URL: https://huggingbay.xyz/api/mcp

Cursor

{
  "mcpServers": {
    "hugging-bay": {
      "url": "https://huggingbay.xyz/api/mcp"
    }
  }
}

VS Code

code --add-mcp '{"name":"hugging-bay","type":"http","url":"https://huggingbay.xyz/api/mcp"}'

Streamable HTTP

npm: hugging-bay-mcp 0.1.14

Package only

npm (npx)

claude mcp add hugging-bay -- npx -y hugging-bay-mcp@0.1.14

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Tools

6 tools

Tools of Hugging Bay
	Description		Read-only	Idempotent	Open world
`find_runnable`Models 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-laptop"}.	Models 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-laptop"}.	Not declared	Yes	Not declared	No
`get_download`One 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.	One 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.	Not declared	Yes	Not declared	Not declared
`get_model`One 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.	One 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.	Not declared	Yes	Not declared	No
`get_serve_decision`Whether a model's listed files are offered to download now, with the recorded reason. Runtime evidence is separate.	Whether a model's listed files are offered to download now, with the recorded reason. Runtime evidence is separate.	Not declared	Yes	Not declared	No
`hb_run_plan`Best 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"}.	Best 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"}.	Not declared	Yes	Not declared	No
`search_artifacts`Keyword 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}.	Keyword 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}.	Not declared	Yes	Not declared	No

Details

Registry status: Active
Published: Nov 5, 2026
Updated: Nov 5, 2026
Website: https://huggingbay.xyz/⁠ (opens in a new tab)
Repository: https://github.com/barneywohl/hugging-bay⁠ (opens in a new tab)
Categories (suggested): Search and webSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR: Not declared

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