A
licenseA
qualityD
maintenanceAn MCP server for Gaggiuino-modified espresso machines, enabling monitoring, shot analysis, and profile management.
4
5 npm
1
MIT
meticulous-mcp
by NatiCha
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TDQS
A3.8/5.0
Scored across 22 tools
Disambiguation5/5
Tools are clearly grouped by functionality (machine info, brewing, profiles, shot history, ratings, settings) with no overlap. Descriptions explicitly differentiate similar tools like get_current_shot, get_last_shot, and get_shot_details.
Naming Consistency5/5
All tool names consistently use verb_noun pattern in snake_case (e.g., get_device_info, start_brew, save_profile). No mixed conventions or inconsistent verb tense.
Tool Count4/5
22 tools is slightly above the typical 15 but still well-scoped for an espresso machine control surface covering device info, profile management, brewing, shot history, and settings. Each tool serves a distinct purpose.
Completeness4/5
Covers major operations: profile CRUD (except delete), brewing lifecycle, shot history with details, and settings. Minor gap: no explicit delete profile tool, but core workflows are supported.
Maintenance
ActivityInactive
ResponsivenessNo issues