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Scored across 131 tools
The tool set is large but mostly distinct; however, pairs like align/super, bfactor_view/putty_view, and delete/remove have overlapping purposes that could confuse an agent. The detailed descriptions help differentiate them, but the sheer number of view presets and command wrappers creates potential misselection.
Tool names predominantly use lowercase with underscores, and there are consistent families like *_view and util_cb*. However, the set mixes short PyMOL command names (as, cd, pwd, ls), abbreviated utilities (util_cbc, util_cbaw), and longer descriptive names, making the naming pattern less uniform and predictable.
With 131 tools, the server exposes far more than an agent can easily navigate; this surpasses the 50+ threshold defined as an extreme mismatch. Many tools are trivial wrappers (cd, pwd, ls, forward, backward) that add clutter without meaningful capability. The set would benefit from consolidation or a curated subset.
The tool set covers an impressively wide range of molecular visualization operations, including loading, fetching, editing, measuring, alignment, diverse view presets, session management, and map handling. Minor gaps exist, such as limited object-level manipulation and reliance on execute_pymol_command for some tasks, but the overall domain is well covered.