@interviewsage/mcp
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Civify MCP Serverofficial
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TDQS
Scored across 10 tools
Most tools map to clearly distinct functions (health, articles, assessment, OCR), but the three resume tools—diagnose, rewrite, tailor—are closely related and could be mixed up when choosing an action. interview_coach and interview_prediction are also adjacent, though their descriptions make the difference clear.
The tool names are all snake_case but follow no consistent pattern: some are verb-first (search_articles), some are noun-verb (resume_rewrite, resume_diagnose, resume_tailor), and several are noun phrases (health, holland_assessment, interview_questions_bank, interview_coach, interview_prediction, ocr_exam_search).
Ten tools is a well-scoped count for a career/interview assistant covering health checks, articles, assessment, resume services, interview practice, and OCR search. Each tool earns its place and none feel redundant.
The tool surface covers the full core workflow of the domain: discovery (articles, health), assessment (Holland), resume improvement (diagnose, rewrite, tailor), interview preparation (questions, coach, prediction), and OCR lookup. There are no obvious dead ends or missing lifecycle operations.