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tejpalvirk

Qualitative Researcher MCP Server

by tejpalvirk

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      AI-powered qualitative research analysis server that provides 20 specialized tools for coding, thematic analysis, theory building, and validation using community-contributed methodologies through RAG-enhanced analysis.
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    TDQS

    A4.7/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: advancedcontext for querying, buildcontext for creating, deletecontext for deleting, loadcontext for retrieving detailed context, startsession for session initialization, and endsession for session documentation. There is no overlap in functionality; each tool serves a unique role in the qualitative research workflow.

    Naming Consistency5/5

    All tool names follow a consistent pattern: they are compound words ending with 'context' or 'session' (advancedcontext, buildcontext, deletecontext, loadcontext, startsession, endsession). This naming scheme is uniform and predictable, making it easy for agents to understand the tool set's structure.

    Tool Count5/5

    With 6 tools, the server is well-scoped for qualitative research management. The tools cover the full lifecycle: initialization (startsession), creation (buildcontext), querying (advancedcontext, loadcontext), deletion (deletecontext), and session documentation (endsession). Each tool earns its place without redundancy or gaps.

    Completeness5/5

    The tool set provides complete CRUD/lifecycle coverage for qualitative research. It supports creating, reading (via advancedcontext and loadcontext), updating (implicitly through buildcontext for modifications), and deleting elements. Additionally, startsession and endsession handle session management, ensuring no dead ends in the research workflow.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues