A
licenseNot graded
qualityC
maintenanceEnables Claude to control the local desktop via screenshot, mouse, keyboard, and clipboard operations.
MIT
AI Coach MCP Server
by aic0t
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TDQS
A4.2/5.0
Scored across 14 tools
Disambiguation5/5
Each tool targets a distinct action: dashboard display vs state refresh, care preview vs commit, arbitrary message vs activity report, and the note CRUD tools are clearly separated. Even where two tools touch the dashboard or speech bubble, the descriptions define non-overlapping responsibilities.
Naming Consistency5/5
All tools follow a consistent verb_ai_coach_[noun] pattern (open, prepare, refresh, commit, show, report, list, read, search, write, delete, set). The naming convention is uniform and the verb clearly indicates the operation.
Tool Count5/5
14 tools is within the well-scoped range for a desktop companion server. Each tool supports a distinct aspect of the mascot experience or memo workflow and none feel redundant.
Completeness5/5
The set covers the full care lifecycle (prepare, confirm, commit), read-only status and dashboard access, messaging and activity reporting, local previews, and complete note CRUD plus search. There are no obvious dead ends or missing core operations.
Maintenance
ActivityMaintained
ResponsivenessNo issues