Use with AI agents

The MCP endpoint is /gradio_api/mcp. An Atlas id is the public case identity, for example CUB_200/sample_0158.

list_ssi_cases reports asset verification. That check is not an inference.
explain_atlas_case runs a Quick or Advanced preset and returns the JSON attribution.
hls-bundled is a separate demonstration and is not one of the 57 Atlas cases.

Example: explain_atlas_case with case id CUB_200/sample_0158 and preset quick. Paper: arXiv:2610.21114. Code: GitHub.