Wistia MCP Server
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TDQS
Scored across 169 tools
Most tools map to a distinct resource+action, but there are real overlaps: upload_media and upload_media_file appear to do the same thing, get_media_stats vs. get_media_stats_stats_media vs. get_media_stats_by_date blur together, and the granular update_*_customizations tools overlap with the broad create/update/delete_customizations plus create_bulk_actions. Descriptions help distinguish the customization sub-concerns, but an agent could easily misselect among the near-duplicates.
The set overwhelmingly follows a predictable verb_noun snake_case pattern (list_*, get_*, create_*, update_*, delete_*, bulk_*, resolve_*). A few oddballs exist (search, swap_media, apply_brand, bulk_tag, find_caption_matches) and the artifact-like get_media_stats_stats_media hurts, but consistency is otherwise strong.
169 tools is an extreme mismatch for a single MCP server; even a full-featured video platform wrapper is far past a usable, well-scoped surface and invites context bloat and misselection. The count is driven by exhaustive endpoint-by-endpoint mirroring rather than task-oriented design.
Coverage is essentially exhaustive: full CRUD/lifecycle for media, folders, subfolders, captions, localizations, channels, episodes, webinars, brands, tags, allowed domains, plus sharing, collaborators, bulk actions, stats and analytics. Almost no obvious gaps exist; only some edge workflows would require the raw API.