F
licenseNot graded
qualityB
maintenanceMCP server for professional prompt engineering and agentic scaffolding, with cloud and local optimization.
6
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handy_prompt_lab
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TDQS
B3.4/5.0
Scored across 19 tools
Disambiguation5/5
Each tool has a clearly distinct purpose. Overlaps are minimal; descriptions effectively differentiate between similar operations like annotation workflow steps and evaluation functions.
Naming Consistency4/5
Most tools follow a consistent verb_noun pattern (e.g., get_development_failures, freeze_prompt_candidate). However, 'annotation_summary' and 'capability_report' are noun-only, creating minor inconsistency.
Tool Count5/5
19 tools appropriately cover the full prompt lab lifecycle: data import, annotation, candidate creation, evaluation, and deployment. The count feels well-scoped without being overwhelming or insufficient.
Completeness4/5
The toolset covers main workflows (sync, annotate, create, evaluate, promote). Minor gaps exist (no delete/update for candidates, no undo for promotion), but these are likely intentional and do not block core use.
Maintenance
ActivityStale
ResponsivenessNo issues