F
licenseA
qualityD
maintenanceAn MCP server implementing a 7-stage agentic frontend workflow—from design audit to PR review—including AI-driven component generation, browser validation, E2E testing, and CI self-healing.
4
4 npm
-
VibeServe
by ncsound919
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TDQS
C2.7/5.0
Scored across 20 tools
Disambiguation4/5
Most tools have distinct purposes, but some overlap exists (e.g., vibe_audit, vibe_review, and vibe_verify all involve code quality checks). Descriptions help clarify, but ambiguity remains for a few.
Naming Consistency3/5
The majority follow a 'vibe_<verb>' pattern, but several tools like generate_ui_spec, list_design_systems, memory_stats, and validate_ui_spec break this pattern, mixing conventions.
Tool Count4/5
20 tools is on the higher end but justified for a comprehensive development workflow server covering design, architecture, coding, testing, deployment, and auditing. Some tools could potentially be merged.
Completeness4/5
The toolset covers major stages of development from specification to deployment and auditing. Missing project setup or config management tools, but core workflows are well-represented.
Maintenance
ActivitySlowing
ResponsivenessNo issues