No user-submitted related servers found.
Scored across 11 tools
Most tools have a clearly distinct purpose: media processing (probe_media, convert_media, slideshow_from_images), index queries (index_history, index_stats, index_chains), and training export (training_backends, export_training_data). The three index_* tools overlap somewhat but their descriptions distinguish them (recent conversions vs. per-preset aggregates vs. chained files). Only minor confusion between convert_media and export_training_data from the description wording, since export also converts media.
Mostly snake_case with a verb_noun pattern (probe_media, convert_media, list_presets, install_opencode_plugin, export_training_data), but there are noun-first and bare-noun deviations: slideshow_from_images, doctor, and training_backends. The three index_ tools form a visible family but use index_ as a noun-ish prefix rather than a verb. Readable overall, but not a clean consistent convention.
Eleven tools is well-scoped for a media-processing-plus-training-export server. Each tool has a clear responsibility, with no filler or trivially redundant entries.
The surface covers the core lifecycle: probing, conversion, slideshow assembly, preset discovery, environment diagnosis, history/stats/chains, plugin installation, and training export. Minor gaps exist: no batch conversion of many files at once (probe is single-file), and no way to delete/clear database records or fetch a single conversion's details.