# Artifact Inspection Guide

## First call

This public MCP search needs no key. It searches the current catalog. Results can be empty; inspect a result before recommending or downloading a file.

```sh
curl -fsS 'https://huggingbay.xyz/api/mcp' -H 'Content-Type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"search_artifacts","arguments":{"q":"qwen","limit":5}}}'
```

REST contract for agents: https://huggingbay.xyz/api/openapi.json (OpenAPI 3.1). Copy-paste setup: https://huggingbay.xyz/docs/agents/quickstart

Inspect sources, licenses, scans and hosted files. These records do not confirm that a model will run.

- What we check: https://huggingbay.xyz/facts
- Catalog records: https://huggingbay.xyz/api/artifacts?summary=1&limit=20
- Hosted-file inventory: https://huggingbay.xyz/api/downloadable-files?limit=20
- MCP discovery information: https://huggingbay.xyz/api/mcp/info

- Run instructions are unavailable here. Check the exact file and run evidence.
- Self-reported reviews, receipts, votes, reports, and benchmark evidence have no public decision effect.