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RobackaB

Novelty Research MCP

by RobackaB
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Python
Remote

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    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.3/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool targets a distinct phase of the research pipeline: session creation, query decomposition, three evidence sources (patent/publication/web), readiness checking, and final report generation. The three evidence tools differ only by source type, which is an intentional and clear parallel structure rather than a source of confusion.

    Naming Consistency4/5

    Tool names follow two clear patterns: research_session_* for lifecycle operations and {source}_evidence_to_session for evidence gathering, all in snake_case. Minor deviation: research_session_checklist and research_session_user_answer use nouns rather than verbs, breaking the otherwise consistent verb-first convention.

    Tool Count5/5

    Seven tools map cleanly onto the novelty research workflow with no redundancy. Each tool earns its place in the pipeline, and the count is well within the ideal 3-15 range for a focused server.

    Completeness4/5

    The full research workflow is covered: start session, decompose query, gather evidence from three sources, check readiness, and produce the final report. Minor gaps exist—no way to delete/reset a session or remove incorrectly stored evidence—but these are edge cases rather than workflow-breaking omissions.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources