hugging-bay

MCP serverSearch

hugging-bay connects your AI to Hugging Bay so it can search verified open AI artifacts and check trust evidence before putting anything to use. Once added, your AI can find artifacts, review how trustworthy they are, download them, and carry out agent workflows from Hugging Bay.

Use hugging-bay in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add hugging-bay and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use the recommend specialist tool from hugging-bay

Details

Available today. Use it from your connected AI after setup.

Add hugging-bay, then ask your AI to search for an artifact or pull up its trust evidence. The source is available at github.com/barneywohl/hugging-bay.

hugging-bayStart free

What your AI can do with it

  • Search verified open AI artifacts
  • Review trust evidence for an artifact before using it
  • Download artifacts directly
  • Carry out agent workflows from Hugging Bay

Install hugging-bay

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

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

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://huggingbay.xyz/api/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=hugging-bay&config=eyJ1cmwiOiJodHRwczovL2h1Z2dpbmdiYXkueHl6L2FwaS9tY3AifQ==

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://huggingbay.xyz/api/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add hugging-bay --url 'https://huggingbay.xyz/api/mcp'

    Run it once, then sign in with codex mcp login hugging-bay if the server asks for an account.

Tools it offers (18)

What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.

  • recommend_specialist
  • get_agent_discovery
  • search_artifacts
  • resolve_artifact
  • get_artifact
  • list_files
  • get_artifact_card
  • deployment_plan
  • find_runnable
  • bakeoff
  • blackboard
  • get_source_coverage
  • get_ranking
  • get_citation_pack
  • list_topics
  • get_source_request_status
  • get_serve_decision
  • request_missing

Signals

Weekly downloads
66
Weekly_downloads
95 weekly_downloads
Advanced
Delivery
hugging-bay MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
io-github-barneywohl-hugging-bay
Source
github.com/barneywohl/hugging-bay
Hosted endpoint
https://huggingbay.xyz/api/mcp