mcp-bionemo
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TDQS
Scored across 5 tools
The tools mostly target distinct stages of the protein-design workflow: info, backbone generation, sequence design, and complex folding. The only overlap is design_binder, which is a convenience wrapper around design_backbone plus design_sequences, but its description makes that relationship clear.
Tool names are consistently snake_case and mostly follow an action-oriented pattern: design_backbone, design_sequences, design_binder, fold_complex. The lone outlier is info, which is a noun-only metadata tool, but it does not break readability.
Five tools is well-scoped for a focused protein/binder design server. Each tool has a clear role in the pipeline, and there is no redundant bloat beyond the intentional convenience wrapper.
The surface covers the core workflow: backbone design, sequence design, complex folding, optional affinity estimation, and a combined pipeline. Minor gaps remain around ranking/filtering designs and direct protein-protein affinity scoring, but agents can work around these using the returned confidence scores.