mobius-studio-mcp
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TDQS
Scored across 20 tools
Most tools target distinct actions or resources: status checks, demo import, AI planning, and brief copy are clearly separated. A few boundaries could still trip an agent, such as sweipe_status vs sweipe_import_status or sweipe_list_demos vs sweipe_ai_library, but the descriptions provide enough to disambiguate.
The names consistently use snake_case and a sweipe_ prefix, with wp_ used for the WordPress core tools. There are minor structural deviations like sweipe_site_from_brief and sweipe_brief_pages where the noun/phrase form replaces the usual verb_noun pattern, but the overall scheme is predictable.
Twenty tools is on the heavy side for a single server, and the 16-25 range makes it feel sprawling. That said, the functions are grouped into distinct workflows (demos, AI site building, brief copy), so the count is defensible even if it could be consolidated.
The server covers the full Sweipe lifecycle: licensing/status, demo import, AI plan/build/review, one-shot brief-to-site, and the copy brief workflow with undo. Minor gaps exist, such as no direct arbitrary page editing or delete/cancel operations, but the core workflows are complete and have no dead ends.