F
licenseNot graded
qualityD
maintenanceA multi-agent AI tutor that delivers personalized lessons, resolves doubts with RAG, generates quizzes, and tracks progress, all accessible via MCP for Claude Desktop.
5
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vibetutor-mcp
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TDQS
A3.8/5.0
Scored across 2 tools
Disambiguation5/5
Both tools have entirely distinct purposes: one generates a book from markdown, the other searches materials. There is no overlap or ambiguity between them.
Naming Consistency5/5
Both tool names follow a consistent verb_noun (or verb_noun_preposition) pattern using snake_case, making them predictable and readable.
Tool Count2/5
With only 2 tools, the server feels under-scoped for a tutor. Expected tools like listing books, deleting, or retrieving specific books are missing, making the surface thin.
Completeness2/5
The tool set covers generation and search but lacks basic CRUD operations like listing, updating, or deleting materials. Important operations for managing a book collection are absent.
Maintenance
ActivityStale
ResponsivenessUnresponsive