Build on the catalog
Search the model catalog, resolve exact files, and verify SHA-256 checksums from your code, your terminal, or your AI agent.
# Search the public catalog; no key needed
curl 'https://huggingbay.xyz/api/search?q=qwen&limit=5'
# Read the API contract before integrating
curl 'https://huggingbay.xyz/openapi.json'Tools
Pick the one that matches how you work.
{ }
REST API
JSON endpoints for search, model records, files and checksums.
API reference → $_Command line
hbay for macOS and Linux. Search, download, verify and lock.
Python SDK
pip install hugging-bay to use the catalog in notebooks and apps.
MCP server
Let Claude and other agents search and fetch models for you.
Connect an agent →