A
licenseA
qualityD
maintenanceMCP server that synthesizes user feedback from multiple sources into actionable insights. Aggregates reviews, support tickets, and survey responses to identify patterns and priorities.
4
MIT
alfred-voc-analysis-mcp
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TDQS
C2.1/5.0
Scored across 14 tools
Disambiguation4/5
Most tools are clearly separated by specific modifiers (frequency, severity, persistence, resolution effect), but a few pairs could be confused, such as analyze_unresolved_issues vs analyze_issue_persistence and detect_emerging_signals vs analyze_voc_trends.
Naming Consistency5/5
All tool names follow a consistent snake_case verb_noun pattern using predictable verbs like get, analyze, rerank, compare, detect, and build. The repeated analyze_ prefix is systematic and applied to distinct analytical dimensions.
Tool Count5/5
14 tools is well within the ideal 3-15 range for a specialized VOC analysis server. The set balances analytical tools, prioritization, comparison, and reporting outputs without unnecessary fragmentation.
Completeness5/5
The tool surface covers the full analytical workflow: overview, issue metrics, priorities, portfolio comparison, trends, emerging signals, resolution effectiveness, and report generation. There are no obvious gaps that would leave an agent unable to complete a VOC analysis task.
Maintenance
ActivityMaintained
ResponsivenessNo issues